diff --git a/.gitattributes b/.gitattributes index 7902813fc4f399c22fd56f95b032c320b11abaeb..46688155795e15e83f664c7925fd60c0c6c620fa 100644 --- a/.gitattributes +++ b/.gitattributes @@ -114,3 +114,13 @@ wu_20261107_contact_asynchrony/figures/ExtendedData7.pdf filter=lfs diff=lfs mer wu_20261107_contact_asynchrony/figures/Figure1.pdf filter=lfs diff=lfs merge=lfs -text wu_20261107_contact_asynchrony/manuscript.pdf filter=lfs diff=lfs merge=lfs -text wu_20261107_contact_asynchrony/source_data/meshes/BRAIN.glb filter=lfs diff=lfs merge=lfs -text +wu_20261107_recurrence_timing/assets/registered_brain.pdf filter=lfs diff=lfs merge=lfs -text +wu_20261107_recurrence_timing/briefing.pdf filter=lfs diff=lfs merge=lfs -text +wu_20261107_recurrence_timing/briefing.pptx filter=lfs diff=lfs merge=lfs -text +wu_20261107_recurrence_timing/figures/ExtendedData11.pdf filter=lfs diff=lfs merge=lfs -text +wu_20261107_recurrence_timing/figures/ExtendedData5.pdf filter=lfs diff=lfs merge=lfs -text +wu_20261107_recurrence_timing/figures/ExtendedData6.pdf filter=lfs diff=lfs merge=lfs -text +wu_20261107_recurrence_timing/figures/ExtendedData7.pdf filter=lfs diff=lfs merge=lfs -text +wu_20261107_recurrence_timing/figures/Figure1.pdf filter=lfs diff=lfs merge=lfs -text +wu_20261107_recurrence_timing/manuscript.pdf filter=lfs diff=lfs merge=lfs -text +wu_20261107_recurrence_timing/source_data/meshes/BRAIN.glb filter=lfs diff=lfs merge=lfs -text diff --git a/wu_20261107_recurrence_timing/METHODS_RESULTS_zh.md b/wu_20261107_recurrence_timing/METHODS_RESULTS_zh.md new file mode 100644 index 0000000000000000000000000000000000000000..04168c79d9b6cfdf71391d073abb4840a309b32d --- /dev/null +++ b/wu_20261107_recurrence_timing/METHODS_RESULTS_zh.md @@ -0,0 +1,56 @@ +# 当前方法与结论：循环传递与接点时间协调 + +本轮完成11次新计算：8个循环关闭条件，以及L输入的记录采样、时间步长、空间网格3个独立控制。对9个历史配对条件重新读取原始轨迹；合计核验640个细胞—条件读数，其中352个来自本轮计算。每个输入、静默行、潜伏期和原始波形均保留。 + +## 方法 + +沿用吴老师要求的真实树结构、突触三维落点、输入/输出方向与伙伴身份。结构底座保留5,177个KC；原始61细胞的32/15/14不改写，14细胞的精细功能问题继续保留。仿真使用原32个KC和2个真实被动MBON14，含1,926个KC循环接点、144个KC→MBON接点。按原三家族资格，10细胞接受平衡边界驱动，22细胞仍完整在线。 + +外部参考电导固定E=1nS，每活跃接点18个事件。把共享同步/接点独立时序分别与R=0/1nS交叉，四种输入A、V、L、ABC均完整覆盖；独立时序严格复用前版首个冻结种子。R=0保留连接登记，但逐接点积分电导和电荷必须为零。源阈值事件、零权重到达记录与操作性起始部位波形分开审计。 + +波形以峰值≥0mV、前2ms最大上升速率≥10mV/ms、最小峰间隔2ms识别，统计窗100≤t<1000ms；胞体均电位窗100≤t<1100ms。响应时间同时相对最早全局输入和本细胞最早局部输入保存；静默细胞保留零计数和空潜伏期。计数、覆盖、连续电位、首响应分别比较。 + +## 本轮机制结果 + +下表每项为“总波形数 / 响应细胞数”，覆盖原32细胞。 + +|时间组织|循环R|A|V|L|ABC| +|---|---:|---:|---:|---:|---:| +|共享同步|0nS|18 / 1细胞|0 / 0细胞|0 / 0细胞|18 / 1细胞| +|共享同步|1nS|559 / 32细胞|0 / 0细胞|0 / 0细胞|559 / 32细胞| +|接点独立，种子09|0nS|5 / 1细胞|2 / 1细胞|2 / 1细胞|1 / 1细胞| +|接点独立，种子09|1nS|252 / 32细胞|158 / 32细胞|188 / 32细胞|281 / 32细胞| + + +完整逐细胞因果干预差见`recurrence_factorial.csv`。R=0的循环积分电导/电荷全部为零；不存在把零权重到达事件当作有效循环传递的情况。结果把直接驱动与循环募集分开，结论对应这里的模型参数、输入预算与时序。按响应重新划分生物学亚型不属于本轮估计。 + +## L输入数值分解 + +同一接点事件、相同电导与原32细胞，对记录采样、时间和空间独立控制。 + +|配置|KC/MBON最大段长µm|dt ms|采样ms|波形数|响应细胞| +|---|---:|---:|---:|---:|---:| +|原始|0.25/0.5|0.0025|0.025|188|32| +|仅提高采样|0.25/0.5|0.0025|0.0125|188|32| +|仅细化时间|0.25/0.5|0.00125|0.0125|192|32| +|仅细化空间|0.125/0.25|0.0025|0.0125|158|32| +|时间/空间联合|0.125/0.25|0.00125|0.0125|125|32| + + +`numerical_decomposition.csv`保留所有细胞的计数变化、首响应变化与胞体轨迹RMS。响应覆盖与累积计数分别呈现；细化差异直接写入结果，不用总数相近替代轨迹检验。前版首种子四输入联合细化仍保留：A/V/L/ABC=250/160/125/281，混合减逐细胞最强单输入的求和为+28。 + +## 保留的证据链与文献 + +三组接点独立时序在R=1nS均使V/L覆盖原32细胞；混合计数差分别+29、+25、−2。共享时序的抖动比较与接点独立时序区分；连续剖面95.4852%的第一共同模态只对应原共享同步面板。公开KC生理按7个Fly-ID留出：固定WT9与经验训练波形均值的平均误差分别35.216与32.723mV；按作者QC保留4个时为15.820与14.192mV。所有24个QC判定均能重建。 + +新增核验2026年蜜蜂嗅觉—视觉MBON复合响应文献，DOI10.3389/fphys.2026.1898182。取得带CC BY许可的全文，作为跨物种讨论背景。该文只提供向作者索取数据的声明，全文未列出公开数据编号或代码仓库；本轮没有据此声称原始数据复分析。逐项证据见`new_literature_evidence.csv`，此前真实脑/蘑菇体矢量来源与组件许可继续保留。 + +## 文章、图版与汇报 + +[29页英文稿](exports/manuscript.pdf)、[文章源文件](manuscript/article.md)、[LaTeX](manuscript/main.tex)、[Overleaf包](https://huggingface.co/datasets/cyd0806/neuronmimic-data/resolve/main/wu_20261107_recurrence_timing/overleaf_submission.zip)；六张复合主图25子图、十四张扩展图；[12页PPTX](https://huggingface.co/datasets/cyd0806/neuronmimic-data/resolve/main/wu_20261107_recurrence_timing/briefing.pptx)、[矢量汇报PDF](exports/吴老师汇报_循环与时间协调机制_20261107.pdf)。主图2改为循环关闭配对，扩展图13为独立数值分解，原主图2的非零增益比较保留为扩展图14。真实脑区矢量与真实骨架继续用作主图解剖锚点。 + +## 执行与复现记录 + +方案在计算前冻结。首5个条件保存完13个原始科学文件后，因状态序列化中的执行字段重复而退出1；独立重提取全部波形、核对数组与电荷后才补全状态和事件登记，原13文件的字节保持不变。修复说明、冻结哈希、原退出记录和恢复审计一并保留。缺失的原计时不补造；恢复状态用空计时。余下条件使用只过滤重复执行字段的修复入口，数值参数与模型均不变。 + +代码沿用已授权GitHub分支；数据以`wu_20261107_recurrence_timing`新前缀增量发布，历史版本完整保留。确切提交、对象核验和历史保留数以`metadata/publication_receipt.json`为准。 diff --git a/wu_20261107_recurrence_timing/README.md b/wu_20261107_recurrence_timing/README.md new file mode 100644 index 0000000000000000000000000000000000000000..99ff9c3687b3f452d3827699953f6594c47aef73 --- /dev/null +++ b/wu_20261107_recurrence_timing/README.md @@ -0,0 +1,41 @@ +# Recurrent transmission and contact-level timing in a synapse-resolved mushroom body + +This successor completes **11 new numerical runs**: an eight-condition zero-recurrence timing/input panel and three independent L numerical controls. Nine original matched runs are re-audited, yielding 640 cell-condition readouts, including 352 new ones. The original32/15/14, real cable trees, contact identities, boundary event budgets and physiological parameters are preserved. + +- [29-page article](exports/manuscript.pdf), [manuscript source](manuscript/article.md), [LaTeX](manuscript/main.tex), [independently compiled Overleaf package](https://huggingface.co/datasets/cyd0806/neuronmimic-data/resolve/main/wu_20261107_recurrence_timing/overleaf_submission.zip). +- [12-slide Chinese PPTX](https://huggingface.co/datasets/cyd0806/neuronmimic-data/resolve/main/wu_20261107_recurrence_timing/briefing.pptx), [vector briefing PDF](exports/吴老师汇报_循环与时间协调机制_20261107.pdf), [methods and findings in Chinese](当前方法与结论.md). +- [Six composite vector main figures](figures/), [real brain/MB artwork](assets/registered_brain.svg), [canonical data](source_data/), [scientific audits](validation/), [publication identities](metadata/publication_receipt.json). + +## Results + +Each entry below gives operational waveform counts and responding cells out of32. E=1nS and each active boundary contact retains18 events. R0 preserves connection objects but carries exactly zero integrated recurrent conductance and charge. + +|时间组织|循环R|A|V|L|ABC| +|---|---:|---:|---:|---:|---:| +|共享同步|0nS|18 / 1细胞|0 / 0细胞|0 / 0细胞|18 / 1细胞| +|共享同步|1nS|559 / 32细胞|0 / 0细胞|0 / 0细胞|559 / 32细胞| +|接点独立，种子09|0nS|5 / 1细胞|2 / 1细胞|2 / 1细胞|1 / 1细胞| +|接点独立，种子09|1nS|252 / 32细胞|158 / 32细胞|188 / 32细胞|281 / 32细胞| + + +Figure2 now presents the matched schedule-by-recurrence intervention. Extended Data13 separates acquisition sampling, time-step and cable controls; Extended Data14 preserves the former nonzero conductance comparison. All six main figures/25 panels and fourteen Extended Data figures accompany the manuscript. The three-seed contact-timing results, source-attributed brain projections, structural nulls and public Fly-ID physiology remain explicit layers of the same evidence chain. + +## Reproduce + +See [REPRODUCIBILITY.md](REPRODUCIBILITY.md) for exact dependency revisions, raw-data restoration and the execution-only repair. No additional full second simulation repeat is claimed. Saved-data extraction and isolated compact figure reconstruction were executed. + +```bash +python projects/wu_20261107_recurrence_timing/code/analyze_mechanism.py +python projects/wu_20261107_recurrence_timing/code/build_figures.py +python projects/wu_20261107_recurrence_timing/code/build_paper.py +python projects/wu_20261107_recurrence_timing/code/build_slides.py +python projects/wu_20261107_recurrence_timing/code/verify_release.py +``` + +The11 complete new raw runs are directly available under HF `main/` and `fine/`. The compact `paper_and_vectors.tar.gz` archive includes editable figures, canonical sources, all manuscript files, source attribution and code. Restore the9 matched legacy runs at their original paths to re-extract the full20-condition audit. Their immutable predecessors and file-level hashes are in `metadata/dependencies.json` and `metadata/mechanism_raw_manifest.json`. + +The primary protocol and original runner remain frozen. `execution_repair.json` documents a final-status serialization failure after the first5 complete raw payloads; their13 scientific files were audited and left byte-identical. The production rerun entry is `run_mechanism_repaired.py`. Original exit1 records and missing per-run timings are preserved explicitly; no timer is invented. The recovery utility is one-time provenance, not a normal rerun step. + +## Publication and sources + +GitHub: `ydchen0806/bio_fly_cyber_lateralization`, branch `research/wu-structure-function-20261104`. HF: `cyd0806/neuronmimic-data`, additive prefix `wu_20261107_recurrence_timing`. Historical prefixes are preserved. Source meshes retain their component-specific CC BY-NC4.0 notes and credits. The inspected honeybee MBON article (DOI10.3389/fphys.2026.1898182) is comparative context with CC BY full-text attribution, not a new raw-data validation; its data statement offers author-mediated access and states no public code repository. 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b/wu_20261107_recurrence_timing/assets/registered_brain.svg @@ -0,0 +1,5265 @@ + + + Source-aligned fly brain, mushroom body and KC cohort + Orthographic XZ projection of verified upstream display meshes and measured soma coordinates; anatomical colours do not encode activity. + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 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Positions and edge widths are illustrative. Counts refer to the frozen 32-KC and two-MBON model. + + + A · ALPNV · direct VPNL · candidate + + + + + + + MBON + Real KC cable treesE: boundary driveR: recurrence + 32 KCs · 1,926 recurrent contacts · 144 output contacts + + diff --git a/wu_20261107_recurrence_timing/briefing.pdf b/wu_20261107_recurrence_timing/briefing.pdf new file mode 100644 index 0000000000000000000000000000000000000000..67030279b5d09d28f63f12ac601367a3e37f3ca6 --- /dev/null +++ b/wu_20261107_recurrence_timing/briefing.pdf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:992ebf04ba34391cfbf5f781d216d836bf55147ffabe325df02076a6edab976d +size 2367567 diff --git a/wu_20261107_recurrence_timing/briefing.pptx b/wu_20261107_recurrence_timing/briefing.pptx new file mode 100644 index 0000000000000000000000000000000000000000..dfb7a41a953756047d6d6dc6843af36387c0a7c0 --- /dev/null +++ b/wu_20261107_recurrence_timing/briefing.pptx @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d078751ff330a83afa85fdffb3961a0dfec980d5de9a8da14f99ed2252ab3d4b +size 2277834 diff --git a/wu_20261107_recurrence_timing/dependencies.json b/wu_20261107_recurrence_timing/dependencies.json new file mode 100644 index 0000000000000000000000000000000000000000..ebbdb2aa2cc4bd15d5137b3dfa49c654e76f2308 --- /dev/null +++ b/wu_20261107_recurrence_timing/dependencies.json @@ -0,0 +1,16 @@ +{ + "dataset": "cyd0806/neuronmimic-data", + "predecessor_prefix": "wu_20261107_contact_asynchrony", + "predecessor_payload": "236b3f0d6e3abf10318fe43f0ba863b3eff27cc1", + "base_engine_prefix": "wu_20261104_combination_network", + "source_data": "Predecessor compact sources retained;11 complete new raw runs and20-condition raw-hash audit", + "new_simulations": 11, + "new_animals": 0, + "base_dataset_revision": "6f24982d0375d957c7c3906e81a2c2678c5c4667", + "base_dataset_prefix": "wu_20261104_structure_function", + "base_restore": "Restore all 12 base archives with original workspace-relative paths; original .mod and compiled catalogues are in base archives", + "post_result_addendum": "Primary successor known-results statement; execution_repair.json changes serialization only", + "legacy_synchronous_prefix": "wu_20261104_combination_network", + "legacy_synchronous_restore": "Four balanced_w0.001_m{1,2,4,7} main runs; restore at original workspace paths from the archived base release.", + "matched_legacy_runs": 9 +} diff --git a/wu_20261107_recurrence_timing/figures/ExtendedData1.pdf b/wu_20261107_recurrence_timing/figures/ExtendedData1.pdf new file mode 100644 index 0000000000000000000000000000000000000000..611be1f7ec4ac8b88a78170ec9a836f0a8a447b3 Binary files /dev/null and b/wu_20261107_recurrence_timing/figures/ExtendedData1.pdf differ diff --git a/wu_20261107_recurrence_timing/figures/ExtendedData10.pdf b/wu_20261107_recurrence_timing/figures/ExtendedData10.pdf new file mode 100644 index 0000000000000000000000000000000000000000..e8c70b47250af98757b39f5221cec5020f5bf649 Binary files /dev/null and b/wu_20261107_recurrence_timing/figures/ExtendedData10.pdf differ diff --git a/wu_20261107_recurrence_timing/figures/ExtendedData11.pdf b/wu_20261107_recurrence_timing/figures/ExtendedData11.pdf new file mode 100644 index 0000000000000000000000000000000000000000..2630dabc7c6c3e8c4337394ea1867de9414d5baf --- /dev/null +++ b/wu_20261107_recurrence_timing/figures/ExtendedData11.pdf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a53bdfbd02502dee3d463767e755b6138991548bd0eb2791949b66278a475909 +size 121842 diff --git a/wu_20261107_recurrence_timing/figures/ExtendedData11.svg b/wu_20261107_recurrence_timing/figures/ExtendedData11.svg new file mode 100644 index 0000000000000000000000000000000000000000..439bd7e4d7e88e3123c24c1f97beab99555952b4 --- /dev/null +++ b/wu_20261107_recurrence_timing/figures/ExtendedData11.svg @@ -0,0 +1,2241 @@ + + + Jitter preserves recruitment onset while accumulated output changes + Original editable vector composition. Model readouts and descriptive endpoints use frozen source data; conceptual illustrations are labelled schematic. + + + Jitter preserves recruitment onset while accumulated output changes + + a + Jitter 07: two anatomically fixed KCs + + + + 100 + + 550 + + 1000 + + 0 + + -70 + mV + + + gid 0: A 13 / ABC 14 + + + + 100 + + 550 + + 1000 + + 0 + + -70 + + + gid 2: A 13 / ABC 12 + Time (ms) + A: blue; ABC: rose · fixed gids 0/2 · shared physical axes + + + b + Jitter 08: two anatomically fixed KCs + + + + 100 + + 550 + + 1000 + + 0 + + -70 + mV + + + gid 0: A 16 / ABC 15 + + + + 100 + + 550 + + 1000 + + 0 + + -70 + + + gid 2: A 14 / ABC 11 + Time (ms) + A: blue; ABC: rose · fixed gids 0/2 · shared physical axes + + + c + Population event timing in the original cell order + 07 / A + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 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+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 100 + 1000 + Time (ms) · 32 cells in each band + + + d + Onsets match at the saved temporal resolution + + + + 0 + + 13 + + 26 + + 0 + + 13 + + 26 + Synchronous onset (ms) + Jittered onset (ms) + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Max observed + |Δ onset| + 0.0162 ms + Saved interval + 0.025 ms + A and ABC; all32; onset relative to first boundary event + + diff --git a/wu_20261107_recurrence_timing/figures/ExtendedData12.pdf b/wu_20261107_recurrence_timing/figures/ExtendedData12.pdf new file mode 100644 index 0000000000000000000000000000000000000000..eaa477d34b3935baf20a5cf832929e47deaa8890 Binary files /dev/null and b/wu_20261107_recurrence_timing/figures/ExtendedData12.pdf differ diff --git a/wu_20261107_recurrence_timing/figures/ExtendedData12.svg b/wu_20261107_recurrence_timing/figures/ExtendedData12.svg new file mode 100644 index 0000000000000000000000000000000000000000..07f485da6ca4635be8e915b98ae42cbf8c87abe3 --- /dev/null +++ b/wu_20261107_recurrence_timing/figures/ExtendedData12.svg @@ -0,0 +1,470 @@ + + + Joint spatial and temporal refinement of fixed asynchronous probes + Original editable vector composition. Model readouts and descriptive endpoints use frozen source data; conceptual illustrations are labelled schematic. + + + Joint spatial and temporal refinement of fixed asynchronous probes + + a + Waveform counts on the two discretizations + + + + 0 + + 11 + + 0 + + 11 + Main count + Fine count + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 35/128 counts change; all zero rows retained + + + b + First accepted waveform on both meshes + + + + 113 + + 272 + + 113 + + 272 + Main first peak (ms) + Fine first peak (ms) + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 128/128 have accepted waveforms on both meshes + + + c + Soma trajectory discrepancy across all cells + + + + 1 + + 16 + + 32 + + 0 + + 15.8 + Frozen KC index + Main/fine trace RMS (mV) + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + A/V/L/ABC: blue/gold/purple/rose · matched input trains + + + d + The fixed indirect cell retains complete voltage traces + + + + 100 + + 200 + + 300 + + -80 + + 0 + + 50 + Time (ms) + Initiation voltage (mV) + + + gid 0 · A · main blue / fine rose · first frozen seed + + diff --git a/wu_20261107_recurrence_timing/figures/ExtendedData13.pdf b/wu_20261107_recurrence_timing/figures/ExtendedData13.pdf new file mode 100644 index 0000000000000000000000000000000000000000..7e8a8aa117d321c69bfb7d002913234a8eba091e Binary files /dev/null and b/wu_20261107_recurrence_timing/figures/ExtendedData13.pdf differ diff --git a/wu_20261107_recurrence_timing/figures/ExtendedData13.svg b/wu_20261107_recurrence_timing/figures/ExtendedData13.svg new file mode 100644 index 0000000000000000000000000000000000000000..ec7b2470162c8b57cf184f6720bb21191a563038 --- /dev/null +++ b/wu_20261107_recurrence_timing/figures/ExtendedData13.svg @@ -0,0 +1,372 @@ + + + Separating acquisition sampling, time step and cable discretization + Original editable vector composition. Model readouts and descriptive endpoints use frozen source data; conceptual illustrations are labelled schematic. + + + Separating acquisition sampling, time step and cable discretization + + a + Identical contact-level L inputs across configurations + KC / MBON µm + dt (ms) + Sample (ms) + Count + Original + 0.25 / 0.5 + 0.0025 + 0.025 + 188 + Sample only + 0.25 / 0.5 + 0.0025 + 0.0125 + 188 + Time only + 0.25 / 0.5 + 0.00125 + 0.0125 + 192 + Space only + 0.125 / 0.25 + 0.0025 + 0.0125 + 158 + Joint + 0.125 / 0.25 + 0.00125 + 0.0125 + 125 + All configurations retain 32 cells and exactly the same input events + + + b + Cellwise waveform counts across the full cohort + + + + 1 + + 16 + + 32 + + 0 + + 8 + Frozen KC index + Waveform count + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Original + + Sample only + + Time only + + Space only + + Joint + + + c + First-waveform shifts relative to sample control + + + + Time only + + Space only + + Joint + + -5.9 + + 0 + + 5.9 + First-peak change (ms) + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + All paired accepted responses shown; same .0125-ms sampling + + + d + A fixed indirect KC: full response-window trajectory + + + + 100 + + 550 + + 1000 + + -80 + + 0 + + 50 + Time (ms) + Initiation voltage (mV) + + + + + gid 0 · no cell selection by observed response + + diff --git a/wu_20261107_recurrence_timing/figures/ExtendedData14.pdf b/wu_20261107_recurrence_timing/figures/ExtendedData14.pdf new file mode 100644 index 0000000000000000000000000000000000000000..b3b86b76700373c3be08ff71c4570559b758afdc Binary files /dev/null and b/wu_20261107_recurrence_timing/figures/ExtendedData14.pdf differ diff --git a/wu_20261107_recurrence_timing/figures/ExtendedData14.svg b/wu_20261107_recurrence_timing/figures/ExtendedData14.svg new file mode 100644 index 0000000000000000000000000000000000000000..3be01a02e0af8b251e8b16a8be165a6e4be0b751 --- /dev/null +++ b/wu_20261107_recurrence_timing/figures/ExtendedData14.svg @@ -0,0 +1,197 @@ + + + Recurrent gain recruits a distributed network response + Original editable vector composition. Model readouts and descriptive endpoints use frozen source data; conceptual illustrations are labelled schematic. + + + Recurrent gain recruits a distributed network response + + a + Contact-resolved circuit and interventions + + Contact-resolved drive and recurrenceOriginal editable circuit schematic. Positions and edge widths are illustrative. 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a/wu_20261107_recurrence_timing/figures/Figure2.pdf b/wu_20261107_recurrence_timing/figures/Figure2.pdf new file mode 100644 index 0000000000000000000000000000000000000000..a98e085dcc5b888d0707bafaea75c4034deefe08 Binary files /dev/null and b/wu_20261107_recurrence_timing/figures/Figure2.pdf differ diff --git a/wu_20261107_recurrence_timing/figures/Figure2.svg b/wu_20261107_recurrence_timing/figures/Figure2.svg new file mode 100644 index 0000000000000000000000000000000000000000..d912e6e50e0ebe723815b7a3c69b459503422f46 --- /dev/null +++ b/wu_20261107_recurrence_timing/figures/Figure2.svg @@ -0,0 +1,146 @@ + + + Recurrent transmission and input coordination shape recruitment + Original editable vector composition. Model readouts and descriptive endpoints use frozen source data; conceptual illustrations are labelled schematic. + + + Recurrent transmission and input coordination shape recruitment + + a + Contact-resolved circuit and interventions + + Contact-resolved drive and recurrenceOriginal editable circuit schematic. Positions and edge widths are illustrative. Counts refer to the frozen 32-KC and two-MBON model. + + + A · ALPNV · direct VPNL · candidate + + + + + + + MBON + Real KC cable treesE: boundary driveR: recurrence + 32 KCs · 1,926 recurrent contacts · 144 output contacts + + + + + b + Eligibility follows actual input contacts + A + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + V + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + L + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 1 + 32 + Frozen KC index + 10 directly driven · 22 connected without boundary drive + Darker: more contacts (log scale); teal: three-family eligibility + + cFixed inputs, intervened recurrent conductanceAVLABCSync / R0181/3200/3200/32181/32Sync / R155932/3200/3200/3255932/32Independent / R051/3221/3221/3211/32Independent / R125232/3215832/3218832/3228132/32Waveform count / responding KCs · E = 1 nSR0 = 0 nS; R1 = 1 nS; independent timing seed 09dResponses across the original 32 cellsR0 / AR0 / VR0 / LR0 / ABCR1 / AR1 / VR1 / LR1 / ABC132Frozen KC indexContact-independent input · gold: 10 directly driven KCsWithin-cell ABC - best sum: R0 -4 / R1 +29 diff --git a/wu_20261107_recurrence_timing/figures/Figure3.pdf b/wu_20261107_recurrence_timing/figures/Figure3.pdf new file mode 100644 index 0000000000000000000000000000000000000000..483cb923175d6f7160fa86c7fcd99ab9bcd47f13 Binary files /dev/null and b/wu_20261107_recurrence_timing/figures/Figure3.pdf differ diff --git a/wu_20261107_recurrence_timing/figures/Figure3.svg b/wu_20261107_recurrence_timing/figures/Figure3.svg new file mode 100644 index 0000000000000000000000000000000000000000..4cf271d66fbd71c19e21dcbe0b99d541dbbef2a3 --- /dev/null +++ b/wu_20261107_recurrence_timing/figures/Figure3.svg @@ -0,0 +1,428 @@ + + + Event timing changes the sign of the mixture contrast + Original editable vector composition. Model readouts and descriptive endpoints use frozen source data; conceptual illustrations are labelled schematic. + + + Event timing changes the sign of the mixture contrast + + a + Event budgets fixed; only times vary + Sync + + + + + + + + + + + + + + + + + + + Jitter 06 + + + + + + + + + + + + + + + + + + + Jitter 07 + + + + + + + + + + + + + + + + + + + Jitter 08 + + + + + + + + + + + + + + + + + + + Bursty + + + + + + + + + + + + + + + + + + + + 100 + 950 ms + 18 events/contact · E = R = 1 nS + + + b + Input-output maps depend on timing + A + V + L + ABC + Sync + + 559 + + 0 + + 0 + + 559 + Jitter 06 + + 524 + + 0 + + 0 + + 551 + Jitter 07 + + 406 + + 0 + + 0 + + 435 + Jitter 08 + + 494 + + 0 + + 0 + + 465 + Bursty + + 96 + + 96 + + 96 + + 96 + Operational waveform count, summed over 32 KCs + + + c + Within-cell mixture contrasts reverse direction + + + + Sync + + Jitter 06 + + Jitter 07 + + Jitter 08 + + Bursty + + -4 + + -2 + + 0 + + 2 + + 4 + ABC - best single (count) + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Σ +0 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Σ +27 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Σ +29 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Σ -29 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Σ +0 + Points: original 32 cells, deterministically offset to expose ties + + + d + Voltage contrasts tell the same directional story + + + + Sync + + Jitter 06 + + Jitter 07 + + Jitter 08 + + Bursty + + -2 + + 0 + + 4 + + 8 + + 12 + Mean voltage contrast (mV) + + + + + + + + + + + + + + + + + + + + + + + ABC - mean singles + + ABC - best single + Same sealed runs; two distinct reference contrasts + + + e + Shared response support across all 32 KCs + Sync + A / ABC + Jitter 06 + A / ABC + Jitter 07 + A / ABC + Jitter 08 + A / ABC + Bursty + A / V / L / ABC + One support set per schedule + 32 cells in every tested set + + diff --git a/wu_20261107_recurrence_timing/figures/Figure4.pdf b/wu_20261107_recurrence_timing/figures/Figure4.pdf new file mode 100644 index 0000000000000000000000000000000000000000..17a45c3bc86af2683513ed4deea1aff8a4b982eb Binary files /dev/null and b/wu_20261107_recurrence_timing/figures/Figure4.pdf differ diff --git a/wu_20261107_recurrence_timing/figures/Figure4.svg b/wu_20261107_recurrence_timing/figures/Figure4.svg new file mode 100644 index 0000000000000000000000000000000000000000..4fb2ac0da249e2fd63baac6688b78109d6744981 --- /dev/null +++ b/wu_20261107_recurrence_timing/figures/Figure4.svg @@ -0,0 +1,481 @@ + + + Contact-specific timing reshapes recruitment and accumulated output + Original editable vector composition. Model readouts and descriptive endpoints use frozen source data; conceptual illustrations are labelled schematic. + + + Contact-specific timing reshapes recruitment and accumulated output + + a + Independent timing at real boundary contacts + + + + 100 + + 150 + + 200 + + 250 + + 1 + + 6 + + 12 + Time (ms) + Original contact order + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 18 events/contact · fixed contacts and conductance + Three frozen timing seeds; trains reused across masks + + + b + Population output under the same event budget + A + V + L + ABC + Shared sync + + 559 + 32/32 cells + + 0 + 0/32 cells + + 0 + 0/32 cells + + 559 + 32/32 cells + Seed 09 + + 252 + 32/32 cells + + 158 + 32/32 cells + + 188 + 32/32 cells + + 281 + 32/32 cells + Seed 10 + + 255 + 32/32 cells + + 127 + 32/32 cells + + 188 + 32/32 cells + + 280 + 32/32 cells + Seed 11 + + 312 + 32/32 cells + + 187 + 32/32 cells + + 159 + 32/32 cells + + 312 + 32/32 cells + Main mesh · waveform counts and responding cells + + + c + Recruitment onset relative to the first input + + + + 09 + + 10 + + 11 + + 0 + + 10 + Frozen timing seed + Onset change vs sync (ms) + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 64/64 paired + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 64/64 paired + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 64/64 paired + A left / ABC right · all 32 cells; paired responses + + + d + Within-cell mixture contrasts across contact timing + + + + 09 + + 10 + + 11 + + -4 + + 0 + + 4 + Frozen timing seed + ABC - best single (count) + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Sum +29 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Sum +25 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Sum -2 + 32 paired cell contrasts; seeds are model conditions + + diff --git a/wu_20261107_recurrence_timing/figures/Figure5.pdf b/wu_20261107_recurrence_timing/figures/Figure5.pdf new file mode 100644 index 0000000000000000000000000000000000000000..0149817ee09de100e39fd7524807ddedbae89787 Binary files /dev/null and b/wu_20261107_recurrence_timing/figures/Figure5.pdf differ diff --git a/wu_20261107_recurrence_timing/figures/Figure5.svg b/wu_20261107_recurrence_timing/figures/Figure5.svg new file mode 100644 index 0000000000000000000000000000000000000000..babf0d40237b669f0349b33feed6afa11195c3b8 --- /dev/null +++ b/wu_20261107_recurrence_timing/figures/Figure5.svg @@ -0,0 +1,1269 @@ + + + Continuous heterogeneity lies within a dominant common response + Original editable vector composition. Model readouts and descriptive endpoints use frozen source data; conceptual illustrations are labelled schematic. + + + Continuous heterogeneity lies within a dominant common response + + a + Profile amplitudes resolve across the full cohort + + + + 1 + + 16 + + 32 + + 0.0 + + 3.5 + + 7.0 + + 10.5 + + 14.0 + Frozen KC index + Profile RMS (mV) + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Teal: directly driven; blue: indirect; red: refinement RMS + + + b + A shared mode carries most profile energy + + + + 1 + + 2 + + 3 + + 4 + + 5 + + 6 + + 0 + + 0.5 + + 1 + Singular mode + Fraction of profile energy + + + + + + + 95.5% + first common mode + + + c + Pairwise differences versus refinement changes + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 1 + 32 + Frozen KC index + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 1 + 10 + 100 + 1000 + Distance / discrepancy + + + d + Pair counts across diagnostic thresholds + + + + 1 + + 3 + + 5 + + 10 + + 0 + + 250 + + 496 + Distance / discrepancy threshold + Cell pairs above threshold + + + 493 + + 395 + + 260 + + 61 + 496 pairs; descriptive numerical comparisons + + diff --git a/wu_20261107_recurrence_timing/figures/Figure6.pdf b/wu_20261107_recurrence_timing/figures/Figure6.pdf new file mode 100644 index 0000000000000000000000000000000000000000..aa52675877c7110a9409305fd2d441067be25bae Binary files /dev/null and b/wu_20261107_recurrence_timing/figures/Figure6.pdf differ diff --git a/wu_20261107_recurrence_timing/figures/Figure6.svg b/wu_20261107_recurrence_timing/figures/Figure6.svg new file mode 100644 index 0000000000000000000000000000000000000000..e686197e67196a83c51518c5d61a11f9eaec160c --- /dev/null +++ b/wu_20261107_recurrence_timing/figures/Figure6.svg @@ -0,0 +1,160 @@ + + + Public physiology tests the transfer of a fixed model + Original editable vector composition. Model readouts and descriptive endpoints use frozen source data; conceptual illustrations are labelled schematic. + + + Public physiology tests the transfer of a fixed model + + a + Published recordings with animal-level holdout + + + + Fly IDs 8–10 + Published parameters + waveform mean + + Fly IDs 1–7 + 40 / 80 / 120 nominal pA + Fixed models; no holdout refitting + 24 ABFs · 480 sweeps · source subtype labels unspecified + + + b + Fixed model versus training-waveform baseline + + + + Fixed WT9 + + Empirical mean + + 0 + + 25 + + 50 + + 75 + Per-Fly-ID trace RMSE (mV) + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Pairs: seven Fly IDs; circles: source-QC passed + + + c + Source-quality decisions are reconstructed exactly + + + + 0 + + 1 + + 2 + + 3 + + 4 + + 0 + + 1 + + 2 + + 3 + + 4 + Source input resistance (GΩ) + Reconstructed resistance (GΩ) + + + + + + + + + + + + + + + + + + + + + + + + + + + + 24 / 24 inclusion decisions; dashed line: 0.8 GΩ + + + d + Source QC lowers error for both approaches + + + + All seven + + QC-passed four + + 0 + + 10 + + 20 + + 30 + + 40 + Mean trace RMSE (mV) + + 35.22 + + 32.72 + + 15.82 + + 14.19 + + Fixed WT9 + + Empirical mean + + diff --git a/wu_20261107_recurrence_timing/fine/async_R1_L_sample_control/KC_response.csv b/wu_20261107_recurrence_timing/fine/async_R1_L_sample_control/KC_response.csv new file mode 100644 index 0000000000000000000000000000000000000000..be62c2e1558ce5c5a08a456c1d418c42c0571887 --- /dev/null +++ b/wu_20261107_recurrence_timing/fine/async_R1_L_sample_control/KC_response.csv @@ -0,0 +1,33 @@ +gid,root_id,mean_soma_mV,mean_output_mV,model_AP_count,first_AP_latency_ms,peak_voltage_mV,max_upstroke_mV_ms +0,720575940606579465,-64.75062311526804,-61.82727400303965,6,164.71249999999998,24.4758919927945,132.98281085516317 +1,720575940606698697,-63.242967404625794,-61.863311351193204,6,163.3,22.30525342942509,115.70450831595087 +2,720575940615832577,-54.58344365418019,-57.831711029756114,6,163.16250000000002,20.30062139738382,89.4553991171656 +3,720575940618341952,-54.11500712509726,-57.454856119694725,6,159.97500000000002,21.85342714215531,107.7361466511189 +4,720575940618662939,-64.86738778833698,-63.15902323570502,6,162.7625,26.264659351059752,141.12120135728486 +5,720575940619077217,-64.20437031257958,-61.243285633108904,6,161.375,25.383728700709867,110.88967613988893 +6,720575940619897734,-64.66166291031854,-63.31811539481586,6,164.08749999999998,23.272143126216406,124.9640230710049 +7,720575940620333958,-63.895585536009605,-62.44423788808985,6,161.6375,24.920601731167835,112.99230057788894 +8,720575940621606755,-65.65873912422799,-64.28391711962307,6,165.4375,23.61717786579957,137.29131911618828 +9,720575940621770010,-62.149677723241155,-61.384064610651414,6,165.6375,27.206501008964466,160.0885000967184 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b/wu_20261107_recurrence_timing/fine/async_R1_L_sample_control/MBON_traces.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a69e43bbae5fc7e7689ee3a0456008d003e63e2f0d2ce91913e9d231228de555 +size 28256793 diff --git a/wu_20261107_recurrence_timing/fine/async_R1_L_sample_control/STATUS.json b/wu_20261107_recurrence_timing/fine/async_R1_L_sample_control/STATUS.json new file mode 100644 index 0000000000000000000000000000000000000000..bd935465ffad6588986711588d1983a5cee9bc19 --- /dev/null +++ b/wu_20261107_recurrence_timing/fine/async_R1_L_sample_control/STATUS.json @@ -0,0 +1,26 @@ +{ + "status": "COMPUTED_AUTONOMOUS_COMBINATION", + "condition": "async_R1_L_sample_control", + "panel": "balanced", + "mask": 4, + "weight_uS": 0.001, + "external_weight_uS": 0.001, + "recurrent_weight_uS": 0.001, + "event_schedule": "contact_independent_jitter", + "seed": 20261109, + "n_events": 18, + "threads": 5, + "initiation_sample_ms": 0.0125, + "stage": "fine", + "KCmesh_um": 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b/wu_20261107_recurrence_timing/fine/async_R1_L_space_only/MBON_response.csv new file mode 100644 index 0000000000000000000000000000000000000000..b5156c5abb30e557c8cb728e56cff857c42f248c --- /dev/null +++ b/wu_20261107_recurrence_timing/fine/async_R1_L_space_only/MBON_response.csv @@ -0,0 +1,3 @@ +gid,root_id,mean_soma_delta_mV,peak_soma_delta_mV,n_contacts +32,720575940614026193,0.9062310465389459,3.431794084539412,119 +33,720575940639697827,0.19904612095178065,0.6239630137035377,25 diff --git a/wu_20261107_recurrence_timing/fine/async_R1_L_space_only/MBON_traces.npz b/wu_20261107_recurrence_timing/fine/async_R1_L_space_only/MBON_traces.npz new file mode 100644 index 0000000000000000000000000000000000000000..29cb23ccc48f13119ceeca10ac8a446a9787873c --- /dev/null +++ b/wu_20261107_recurrence_timing/fine/async_R1_L_space_only/MBON_traces.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d5497764c213f98f0a854cc3614f2fb4fc2d453efe0f48dc26420a854fad4f5d +size 25519328 diff --git a/wu_20261107_recurrence_timing/fine/async_R1_L_space_only/STATUS.json b/wu_20261107_recurrence_timing/fine/async_R1_L_space_only/STATUS.json new file mode 100644 index 0000000000000000000000000000000000000000..721b24176d4a8decaf14f671b19e248a79bafd41 --- /dev/null +++ b/wu_20261107_recurrence_timing/fine/async_R1_L_space_only/STATUS.json @@ -0,0 +1,26 @@ +{ + "status": "COMPUTED_AUTONOMOUS_COMBINATION", + "condition": "async_R1_L_space_only", + "panel": "balanced", + "mask": 4, + "weight_uS": 0.001, + "external_weight_uS": 0.001, + "recurrent_weight_uS": 0.001, + "event_schedule": "contact_independent_jitter", + "seed": 20261109, + "n_events": 18, + "threads": 5, + "initiation_sample_ms": 0.0125, + "stage": "fine", + "KCmesh_um": 0.125, + "MBONmesh_um": 0.25, + "dt_ms": 0.0025, + "n_cv": 299873, + "n_cells": 34, + "n_KC_waveform_events": 158, + "n_internal_arrivals": 9582, + "n_MBON_arrivals": 716, + "gate": {}, + "elapsed_s": 651.6436754725873, + "scope": "Online excitatory KC subnetwork with partial passive MBON output; synthetic inputs and unvalidated parameter/release transfers. 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b/wu_20261107_recurrence_timing/fine/async_R1_L_time_only/STATUS.json @@ -0,0 +1,26 @@ +{ + "status": "COMPUTED_AUTONOMOUS_COMBINATION", + "condition": "async_R1_L_time_only", + "panel": "balanced", + "mask": 4, + "weight_uS": 0.001, + "external_weight_uS": 0.001, + "recurrent_weight_uS": 0.001, + "event_schedule": "contact_independent_jitter", + "seed": 20261109, + "n_events": 18, + "threads": 5, + "initiation_sample_ms": 0.0125, + "stage": "fine", + "KCmesh_um": 0.25, + "MBONmesh_um": 0.5, + "dt_ms": 0.00125, + "n_cv": 158568, + "n_cells": 34, + "n_KC_waveform_events": 192, + "n_internal_arrivals": 11528, + "n_MBON_arrivals": 858, + "gate": {}, + "elapsed_s": 649.5913157127798, + "scope": "Online excitatory KC subnetwork with partial passive MBON output; synthetic inputs and unvalidated parameter/release transfers. No biological validation." +} \ No newline at end of file diff --git a/wu_20261107_recurrence_timing/fine/async_R1_L_time_only/actual_arrivals.csv b/wu_20261107_recurrence_timing/fine/async_R1_L_time_only/actual_arrivals.csv new file mode 100644 index 0000000000000000000000000000000000000000..24357039d903de633d063dd3c371cf7b757f2b9a --- /dev/null +++ b/wu_20261107_recurrence_timing/fine/async_R1_L_time_only/actual_arrivals.csv @@ -0,0 +1,12387 @@ +role,synapse_id,source_gid,target_gid,time_ms +internal,116207049,22,0,268.53828988022076 +internal,116207049,22,0,342.47431199786524 +internal,116207049,22,0,487.42374570707733 +internal,116207049,22,0,644.1802513175306 +internal,116207049,22,0,808.3024822486852 +internal,116207049,22,0,964.6295295296649 +internal,116207055,22,0,268.53777739634904 +internal,116207055,22,0,342.47382373304754 +internal,116207055,22,0,487.4231764876208 +internal,116207055,22,0,644.1796874096932 +internal,116207055,22,0,808.3018353719416 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file mode 100644 index 0000000000000000000000000000000000000000..3df494fa8c6d34c318d05df04e882b02eaf4c943 --- /dev/null +++ b/wu_20261107_recurrence_timing/main/async_R0_m2/MBON_traces.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8639aa4557d94b3cf49fadf8c7df0305655482f50500d5e8ec50fe415cec9ae3 +size 18899767 diff --git a/wu_20261107_recurrence_timing/main/async_R0_m2/STATUS.json b/wu_20261107_recurrence_timing/main/async_R0_m2/STATUS.json new file mode 100644 index 0000000000000000000000000000000000000000..8a431eeabc2dc20678edece05aa0288d822fbc38 --- /dev/null +++ b/wu_20261107_recurrence_timing/main/async_R0_m2/STATUS.json @@ -0,0 +1,26 @@ +{ + "status": "COMPUTED_AUTONOMOUS_COMBINATION", + "condition": "async_R0_m2", + "panel": "balanced", + "mask": 2, + "weight_uS": 0.0, + "external_weight_uS": 0.001, + "recurrent_weight_uS": 0.0, + "event_schedule": "contact_independent_jitter", + "seed": 20261109, + "n_events": 18, + "threads": 5, + "initiation_sample_ms": 0.025, + "stage": "main", + "KCmesh_um": 0.25, + "MBONmesh_um": 0.5, + "dt_ms": 0.0025, + "n_cv": 158568, + "n_cells": 34, + "n_KC_waveform_events": 2, + "n_internal_arrivals": 371, + "n_MBON_arrivals": 12, + "gate": {}, + "elapsed_s": 327.3930374234915, + "scope": "Online excitatory KC subnetwork with partial passive MBON output; synthetic inputs and unvalidated parameter/release transfers. No biological validation." +} \ No newline at end of file diff --git a/wu_20261107_recurrence_timing/main/async_R0_m2/actual_arrivals.csv b/wu_20261107_recurrence_timing/main/async_R0_m2/actual_arrivals.csv new file mode 100644 index 0000000000000000000000000000000000000000..6bb4efd42b83986ad12fa4f2fb7287ad396e749f --- /dev/null +++ b/wu_20261107_recurrence_timing/main/async_R0_m2/actual_arrivals.csv @@ -0,0 +1,384 @@ +role,synapse_id,source_gid,target_gid,time_ms +internal,13621583,31,0,188.9392298480669 +internal,13621583,31,0,227.8032170639709 +internal,13621583,31,0,272.49744575906294 +internal,13621583,31,0,369.6823526777446 +internal,13621583,31,0,518.786769401484 +internal,13621583,31,0,637.6523043345512 +internal,13621583,31,0,672.3402266019004 +internal,13621583,31,0,775.5146274686593 +internal,13621583,31,0,853.459418642852 +internal,13621583,31,0,957.0794475746096 +internal,167348806,31,0,188.5481208703051 +internal,167348806,31,0,227.49582469543898 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0000000000000000000000000000000000000000..cdb09d7bfbc6f73e95f6cf2f75cf259a5f339d77 --- /dev/null +++ b/wu_20261107_recurrence_timing/main/async_R0_m4/MBON_response.csv @@ -0,0 +1,3 @@ +gid,root_id,mean_soma_delta_mV,peak_soma_delta_mV,n_contacts +32,720575940614026193,0.01945706358378932,0.078616246950439,119 +33,720575940639697827,0.010427779713359599,0.037328883463835894,25 diff --git a/wu_20261107_recurrence_timing/main/async_R0_m4/MBON_traces.npz b/wu_20261107_recurrence_timing/main/async_R0_m4/MBON_traces.npz new file mode 100644 index 0000000000000000000000000000000000000000..bc385ed6ed98ae6780256311f16079228304ccdf --- /dev/null +++ b/wu_20261107_recurrence_timing/main/async_R0_m4/MBON_traces.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:da7434916c2d88f99a6c531b4d3793ace3b6217d594e0f24846dbd58b5341d51 +size 22280972 diff --git a/wu_20261107_recurrence_timing/main/async_R0_m4/STATUS.json b/wu_20261107_recurrence_timing/main/async_R0_m4/STATUS.json new file mode 100644 index 0000000000000000000000000000000000000000..c0d112cb7854d01720a915f1a30bf2dd3426b395 --- /dev/null +++ b/wu_20261107_recurrence_timing/main/async_R0_m4/STATUS.json @@ -0,0 +1,26 @@ +{ + "status": "COMPUTED_AUTONOMOUS_COMBINATION", + "condition": "async_R0_m4", + "panel": "balanced", + "mask": 4, + "weight_uS": 0.0, + "external_weight_uS": 0.001, + "recurrent_weight_uS": 0.0, + "event_schedule": "contact_independent_jitter", + "seed": 20261109, + "n_events": 18, + "threads": 5, + "initiation_sample_ms": 0.025, + "stage": "main", + "KCmesh_um": 0.25, + "MBONmesh_um": 0.5, + "dt_ms": 0.0025, + "n_cv": 158568, + "n_cells": 34, + "n_KC_waveform_events": 2, + "n_internal_arrivals": 405, + "n_MBON_arrivals": 18, + "gate": {}, + "elapsed_s": 327.3514272868633, + "scope": "Online excitatory KC subnetwork with partial passive MBON output; synthetic inputs and unvalidated parameter/release transfers. No biological validation." +} \ No newline at end of file diff --git a/wu_20261107_recurrence_timing/main/async_R0_m4/actual_arrivals.csv b/wu_20261107_recurrence_timing/main/async_R0_m4/actual_arrivals.csv new file mode 100644 index 0000000000000000000000000000000000000000..e610f8be719473f3cad2bec3f4192176bf22e7c8 --- /dev/null +++ b/wu_20261107_recurrence_timing/main/async_R0_m4/actual_arrivals.csv @@ -0,0 +1,424 @@ +role,synapse_id,source_gid,target_gid,time_ms +internal,13621583,31,0,220.00795551150517 +internal,13621583,31,0,328.18348005180053 +internal,13621583,31,0,373.5815551705549 +internal,13621583,31,0,434.35274987184096 +internal,13621583,31,0,468.5101199786508 +internal,13621583,31,0,569.1416953098326 +internal,13621583,31,0,672.2258552001599 +internal,13621583,31,0,772.5272675146177 +internal,13621583,31,0,833.7950072854783 +internal,13621583,31,0,871.0625862227039 +internal,13621583,31,0,956.1043180316206 +internal,167348806,31,0,219.8546706108933 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0000000000000000000000000000000000000000..635ef4e6ce284f2409c6a84c4f650a30828142fe --- /dev/null +++ b/wu_20261107_recurrence_timing/main/async_R0_m7/MBON_traces.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:70e732fe91cf071488a78abee6ccfdbe764421530dbd7da465f0da936e2002bf +size 28862533 diff --git a/wu_20261107_recurrence_timing/main/async_R0_m7/STATUS.json b/wu_20261107_recurrence_timing/main/async_R0_m7/STATUS.json new file mode 100644 index 0000000000000000000000000000000000000000..ad86ad3eb2699b0297443c9576adacd89832cc29 --- /dev/null +++ b/wu_20261107_recurrence_timing/main/async_R0_m7/STATUS.json @@ -0,0 +1,26 @@ +{ + "status": "COMPUTED_AUTONOMOUS_COMBINATION", + "condition": "async_R0_m7", + "panel": "balanced", + "mask": 7, + "weight_uS": 0.0, + "external_weight_uS": 0.001, + "recurrent_weight_uS": 0.0, + "event_schedule": "contact_independent_jitter", + "seed": 20261109, + "n_events": 18, + "threads": 5, + "initiation_sample_ms": 0.025, + 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mode 100644 index 0000000000000000000000000000000000000000..e1f375b8c7d8edfd491aa67437677ce1bffa3777 --- /dev/null +++ b/wu_20261107_recurrence_timing/main/sync_R0_m1/MBON_traces.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e7d8adfa4a85c82c44936e1b6c4d3f30e28ad572380ac9b0afa8563307bf9a3f +size 30061913 diff --git a/wu_20261107_recurrence_timing/main/sync_R0_m1/STATUS.json b/wu_20261107_recurrence_timing/main/sync_R0_m1/STATUS.json new file mode 100644 index 0000000000000000000000000000000000000000..e9da95d9b9e5179f43eb49bc0e5e05e91605e698 --- /dev/null +++ b/wu_20261107_recurrence_timing/main/sync_R0_m1/STATUS.json @@ -0,0 +1,27 @@ +{ + "condition": "sync_R0_m1", + "panel": "balanced", + "mask": 1, + "weight_uS": 0.0, + "external_weight_uS": 0.001, + "recurrent_weight_uS": 0.0, + "event_schedule": "synchronous", + "seed": 0, + "n_events": 18, + "threads": 5, + "stage": "main", + "KCmesh_um": 0.25, + "MBONmesh_um": 0.5, + "dt_ms": 0.0025, + 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mode 100644 index 0000000000000000000000000000000000000000..bcd38db7c1607c90d416e4822e115b79eb382388 --- /dev/null +++ b/wu_20261107_recurrence_timing/main/sync_R0_m7/MBON_traces.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3dab93740b9cd441988b7f65de004c698b029e310a74d81a379cc774141f650f +size 30060371 diff --git a/wu_20261107_recurrence_timing/main/sync_R0_m7/STATUS.json b/wu_20261107_recurrence_timing/main/sync_R0_m7/STATUS.json new file mode 100644 index 0000000000000000000000000000000000000000..31fa62e7f2e42bd82ada69a86b9d414f78d67d11 --- /dev/null +++ b/wu_20261107_recurrence_timing/main/sync_R0_m7/STATUS.json @@ -0,0 +1,27 @@ +{ + "condition": "sync_R0_m7", + "panel": "balanced", + "mask": 7, + "weight_uS": 0.0, + "external_weight_uS": 0.001, + "recurrent_weight_uS": 0.0, + "event_schedule": "synchronous", + "seed": 0, + "n_events": 18, + "threads": 5, + "stage": "main", + "KCmesh_um": 0.25, + "MBONmesh_um": 0.5, + "dt_ms": 0.0025, + 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+main,contact_async_s20261111_m4,20261111,4,9,720575940621770010,True,5,245.55,100.00526,100.740056,145.54474,144.80994400000003,-63.16887934042742,0.024999999999977263 +main,contact_async_s20261111_m4,20261111,4,10,720575940622003316,False,5,244.45,100.00526,,144.44473999999997,,-65.73367066211227,0.024999999999977263 +main,contact_async_s20261111_m4,20261111,4,11,720575940622412838,False,5,239.65,100.00526,,139.64474,,-63.06387755721456,0.024999999999977263 +main,contact_async_s20261111_m4,20261111,4,12,720575940622836455,True,5,244.275,100.00526,100.610382,144.26974,143.66461800000002,-63.61868363913244,0.024999999999977263 +main,contact_async_s20261111_m4,20261111,4,13,720575940623973961,False,5,242.4,100.00526,,142.39474,,-65.18318520956706,0.024999999999977263 +main,contact_async_s20261111_m4,20261111,4,14,720575940624107755,False,5,243.025,100.00526,,143.01974,,-64.9912000969808,0.024999999999977263 +main,contact_async_s20261111_m4,20261111,4,15,720575940625328915,False,5,243.55,100.00526,,143.54474,,-65.0317347113044,0.024999999999977263 +main,contact_async_s20261111_m4,20261111,4,16,720575940625500304,False,5,243.75,100.00526,,143.74473999999998,,-65.05807198144416,0.024999999999977263 +main,contact_async_s20261111_m4,20261111,4,17,720575940626305028,True,5,242.05,100.00526,100.670146,142.04474,141.37985400000002,-63.25599066799422,0.024999999999977263 +main,contact_async_s20261111_m4,20261111,4,18,720575940627585028,False,5,245.15,100.00526,,145.14474,,-66.09577197460992,0.024999999999977263 +main,contact_async_s20261111_m4,20261111,4,19,720575940627626244,False,5,244.475,100.00526,,144.46974,,-65.40388729361007,0.024999999999977263 +main,contact_async_s20261111_m4,20261111,4,20,720575940629319106,True,5,246.275,100.00526,100.21686,146.26974,146.05814,-62.63184225607674,0.024999999999977263 +main,contact_async_s20261111_m4,20261111,4,21,720575940629507706,True,5,232.375,100.00526,100.92855,132.36973999999998,131.44645,-49.87563680375212,0.024999999999977263 +main,contact_async_s20261111_m4,20261111,4,22,720575940630331244,True,5,245.4,100.00526,100.449556,145.39474,144.950444,-61.40053411092615,0.024999999999977263 +main,contact_async_s20261111_m4,20261111,4,23,720575940630775891,False,5,242.5,100.00526,,142.49473999999998,,-65.78811795291311,0.024999999999977263 +main,contact_async_s20261111_m4,20261111,4,24,720575940630923693,False,5,244.975,100.00526,,144.96974,,-66.29312517061625,0.024999999999977263 +main,contact_async_s20261111_m4,20261111,4,25,720575940632437331,True,5,241.925,100.00526,100.463831,141.91974,141.461169,-61.50664142539223,0.024999999999977263 +main,contact_async_s20261111_m4,20261111,4,26,720575940633103059,False,5,239.275,100.00526,,139.26974,,-62.75541949280112,0.024999999999977263 +main,contact_async_s20261111_m4,20261111,4,27,720575940634514533,False,5,246.0,100.00526,,145.99473999999998,,-65.47587001027749,0.024999999999977263 +main,contact_async_s20261111_m4,20261111,4,28,720575940634664674,False,5,246.1,100.00526,,146.09474,,-65.08999327328267,0.024999999999977263 +main,contact_async_s20261111_m4,20261111,4,29,720575940643769544,False,6,234.65,100.00526,,134.64474,,-62.06561579474924,0.024999999999977263 +main,contact_async_s20261111_m4,20261111,4,30,720575940644413732,False,5,244.7,100.00526,,144.69473999999997,,-66.10656271317501,0.024999999999977263 +main,contact_async_s20261111_m4,20261111,4,31,720575940649022841,True,3,235.9,100.00526,100.714779,135.89474,135.185221,-41.48254771475145,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,0,720575940606579465,False,10,127.975,100.00526,,27.969739999999987,,-61.20825711241234,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,1,720575940606698697,False,10,126.175,100.00526,,26.16973999999999,,-58.0623860138658,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,2,720575940615832577,True,10,126.875,100.00526,100.00526,26.869739999999993,26.869739999999993,-50.31143395724139,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,3,720575940618341952,True,10,124.225,100.00526,101.196131,24.219739999999987,23.028869,-49.47357258931595,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,4,720575940618662939,False,10,125.275,100.00526,,25.26974,,-60.488606071270745,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,5,720575940619077217,False,10,127.05,100.00526,,27.04473999999999,,-58.84504841213743,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,6,720575940619897734,False,10,128.0,100.00526,,27.994739999999993,,-59.76636408843889,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,7,720575940620333958,False,10,123.175,100.00526,,23.16973999999999,,-58.59226385855046,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,8,720575940621606755,False,10,128.025,100.00526,,28.01974,,-61.40770726760528,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,9,720575940621770010,True,10,128.4,100.00526,100.740056,28.39474,27.65994400000001,-57.63712434918515,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,10,720575940622003316,False,10,127.3,100.00526,,27.29473999999999,,-60.544729777319056,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,11,720575940622412838,False,10,123.15,100.00526,,23.14474,,-56.938979624233816,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,12,720575940622836455,True,10,128.475,100.00526,100.020358,28.469739999999987,28.454641999999993,-58.48162714713889,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,13,720575940623973961,False,10,128.05,100.00526,,28.044740000000004,,-59.43186928653894,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,14,720575940624107755,False,10,125.0,100.00526,,24.994739999999993,,-59.17414825285077,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,15,720575940625328915,False,10,125.95,100.00526,,25.944739999999996,,-59.463131193736174,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,16,720575940625500304,False,10,127.375,100.00526,,27.369739999999993,,-59.62672577699576,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,17,720575940626305028,True,10,124.775,100.00526,100.670146,24.76974,24.104854000000003,-57.81145884573115,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,18,720575940627585028,False,10,128.65,100.00526,,28.64474,,-60.912326079767034,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,19,720575940627626244,False,10,128.4,100.00526,,28.39474,,-60.129065854920306,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,20,720575940629319106,True,10,128.95,100.00526,100.21686,28.94473999999998,28.73313999999999,-57.98304524441863,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,21,720575940629507706,True,9,118.6,100.00526,100.92855,18.594739999999987,17.671449999999993,-44.291048998105396,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,22,720575940630331244,True,10,126.65,100.00526,100.449556,26.64474,26.200444000000005,-57.085620002992826,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,23,720575940630775891,False,10,123.55,100.00526,,23.54473999999999,,-60.522835019165065,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,24,720575940630923693,False,10,128.375,100.00526,,28.369739999999993,,-61.60397586113172,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,25,720575940632437331,True,10,123.875,100.00526,100.463831,23.869739999999993,23.411169,-55.90741659472424,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,26,720575940633103059,False,10,120.375,100.00526,,20.369739999999993,,-57.66330668134699,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,27,720575940634514533,False,10,128.9,100.00526,,28.89474,,-60.88045242969086,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,28,720575940634664674,False,10,129.225,100.00526,,29.219739999999987,,-59.3986276709204,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,29,720575940643769544,False,12,120.35,100.00526,,20.344739999999987,,-55.13009233386889,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,30,720575940644413732,False,10,126.45,100.00526,,26.444739999999996,,-60.77517503027234,0.024999999999977263 +main,contact_async_s20261111_m7,20261111,7,31,720575940649022841,True,1,114.275,100.00526,100.073089,14.269739999999999,14.20191100000001,-38.486176700841916,0.024999999999977263 +fine,contact_async_s20261109_m1,20261109,1,0,720575940606579465,False,8,128.2,100.196166,,28.003833999999983,,-62.75083192891879,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,1,720575940606698697,False,8,126.4875,100.196166,,26.291333999999992,,-60.497723723079964,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,2,720575940615832577,True,8,127.325,100.196166,105.528527,27.128833999999998,21.796473000000006,-52.63965488392343,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,3,720575940618341952,True,8,124.8375,100.196166,100.196166,24.641334,24.641334,-51.713258922419804,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,4,720575940618662939,False,8,125.5875,100.196166,,25.391334,,-62.61766780951827,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,5,720575940619077217,False,8,127.425,100.196166,,27.228833999999992,,-61.53619265279056,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,6,720575940619897734,False,8,128.25,100.196166,,28.053833999999995,,-62.148809546256786,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,7,720575940620333958,False,8,123.475,100.196166,,23.27883399999999,,-61.15239480246621,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,8,720575940621606755,False,8,128.3,100.196166,,28.103834000000006,,-63.52341922038688,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,9,720575940621770010,True,8,128.7,100.196166,104.670789,28.503833999999983,24.02921099999999,-59.76685786954288,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,10,720575940622003316,False,8,127.6625,100.196166,,27.46633399999999,,-62.61194826835471,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,11,720575940622412838,False,8,123.3625,100.196166,,23.166333999999992,,-59.53747220049179,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,12,720575940622836455,True,8,128.775,100.196166,105.891623,28.578834,22.88337700000001,-60.73368249666503,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,13,720575940623973961,False,8,128.35,100.196166,,28.15383399999999,,-61.91482011076484,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,14,720575940624107755,False,8,125.225,100.196166,,25.02883399999999,,-61.55236175488904,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,15,720575940625328915,False,8,126.125,100.196166,,25.928833999999995,,-61.67296492545721,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,16,720575940625500304,False,8,127.6375,100.196166,,27.441333999999998,,-61.765042417680725,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,17,720575940626305028,True,8,125.025,100.196166,110.944599,24.828834,14.080401000000009,-59.992565036817176,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,18,720575940627585028,False,8,128.925,100.196166,,28.728834000000006,,-63.045818388362115,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,19,720575940627626244,False,8,128.725,100.196166,,28.52883399999999,,-62.299262077056454,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,20,720575940629319106,True,8,129.35,100.196166,103.776184,29.15383399999999,25.573815999999994,-59.98200659724518,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,21,720575940629507706,True,7,119.0875,100.196166,104.306215,18.891334,14.781285000000011,-46.894442808675215,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,22,720575940630331244,True,8,126.9125,100.196166,101.739813,26.71633399999999,25.172686999999996,-58.87203536919824,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,23,720575940630775891,False,8,123.6875,100.196166,,23.491333999999995,,-62.515415272151444,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,24,720575940630923693,False,8,128.6875,100.196166,,28.491333999999995,,-63.39554119854099,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,25,720575940632437331,True,8,124.475,100.196166,102.731735,24.27883399999999,21.743264999999994,-58.37612864575789,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,26,720575940633103059,False,8,120.1375,100.196166,,19.941333999999998,,-59.7545915580678,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,27,720575940634514533,False,8,129.2625,100.196166,,29.066333999999983,,-62.62171095813616,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,28,720575940634664674,False,8,129.5375,100.196166,,29.34133399999999,,-61.6864901210892,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,29,720575940643769544,False,9,120.8125,100.196166,,20.616333999999995,,-57.778819362916934,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,30,720575940644413732,False,8,126.65,100.196166,,26.453834,,-62.95440343281033,0.012500000000002842 +fine,contact_async_s20261109_m1,20261109,1,31,720575940649022841,True,2,113.95,100.196166,100.668844,13.753833999999998,13.281155999999996,-41.63282270135511,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,0,720575940606579465,False,9,130.2875,100.152811,,30.134688999999995,,-61.85501987554053,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,1,720575940606698697,False,9,128.6125,100.152811,,28.45968900000001,,-59.17800738628731,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,2,720575940615832577,True,9,129.6,100.152811,100.525576,29.447188999999995,29.074423999999993,-51.37538931578616,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,3,720575940618341952,True,9,127.0875,100.152811,100.196166,26.934689000000006,26.891334,-50.27021397600896,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,4,720575940618662939,False,9,127.6875,100.152811,,27.534689,,-61.506479462914264,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,5,720575940619077217,False,9,129.5125,100.152811,,29.35968899999999,,-60.14895498772569,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,6,720575940619897734,False,9,130.35,100.152811,,30.197188999999995,,-60.943945078232744,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,7,720575940620333958,False,9,125.5875,100.152811,,25.434689000000006,,-59.75566968198873,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,8,720575940621606755,False,9,130.4,100.152811,,30.247189000000006,,-62.4924373047106,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,9,720575940621770010,True,9,130.8,100.152811,100.196504,30.64718900000001,30.603496000000007,-58.6788939142376,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,10,720575940622003316,False,9,129.8125,100.152811,,29.659689,,-61.48445017480766,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,11,720575940622412838,False,9,125.4375,100.152811,,25.284689,,-58.02350328784771,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,12,720575940622836455,True,9,130.8625,100.152811,100.613495,30.70968900000001,30.24900500000001,-59.51155326392142,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,13,720575940623973961,False,9,130.4625,100.152811,,30.309689000000006,,-60.591666700798974,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,14,720575940624107755,False,9,127.3125,100.152811,,27.159689,,-60.29765205801597,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,15,720575940625328915,False,9,128.2125,100.152811,,28.059689000000006,,-60.52570272398445,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,16,720575940625500304,False,9,129.725,100.152811,,29.572188999999995,,-60.72453669954801,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,17,720575940626305028,True,9,127.1375,100.152811,100.321105,26.984689000000003,26.816395,-58.72724311135333,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,18,720575940627585028,False,9,131.025,100.152811,,30.872189000000006,,-62.01658980518477,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,19,720575940627626244,False,9,130.8375,100.152811,,30.684689000000006,,-61.24065505380733,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,20,720575940629319106,True,9,131.55,100.152811,100.343581,31.39718900000001,31.20641900000001,-58.98216142822438,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,21,720575940629507706,True,9,121.2375,100.152811,100.453736,21.084688999999997,20.78376399999999,-45.39093453232221,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,22,720575940630331244,True,9,129.1125,100.152811,100.511116,28.95968900000001,28.60138400000001,-57.854019466275126,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,23,720575940630775891,False,9,125.7625,100.152811,,25.609689000000003,,-61.36293458434886,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,24,720575940630923693,False,9,130.775,100.152811,,30.622189000000006,,-62.55512923296124,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,25,720575940632437331,True,9,126.475,100.152811,100.152811,26.322188999999995,26.322188999999995,-56.904870028939726,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,26,720575940633103059,False,9,122.1,100.152811,,21.947188999999995,,-58.519295178354156,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,27,720575940634514533,False,9,131.4,100.152811,,31.247189000000006,,-61.85382754096594,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,28,720575940634664674,False,9,131.625,100.152811,,31.472189,,-60.40651264441942,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,29,720575940643769544,False,10,122.975,100.152811,,22.822188999999995,,-56.326745835778794,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,30,720575940644413732,False,9,128.7375,100.152811,,28.58468900000001,,-61.811721958580534,0.012500000000002842 +fine,contact_async_s20261109_m7,20261109,7,31,720575940649022841,True,1,115.9125,100.152811,100.219972,15.759688999999995,15.692527999999996,-38.79577732306011,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,0,720575940606579465,False,5,204.4875,100.196504,,104.290996,,-65.66048394975928,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,1,720575940606698697,False,5,202.6,100.196504,,102.40349599999999,,-64.4115868712033,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,2,720575940615832577,True,5,203.95,100.196504,100.525576,103.75349599999998,103.42442399999999,-56.23312558025287,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,3,720575940618341952,True,5,201.9625,100.196504,102.13652,101.765996,99.82598,-55.256094351267066,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,4,720575940618662939,False,5,201.6125,100.196504,,101.415996,,-65.87712211580302,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,5,720575940619077217,False,5,203.9875,100.196504,,103.790996,,-65.45291013695568,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,6,720575940619897734,False,5,204.7,100.196504,,104.50349599999998,,-65.72384010792558,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,7,720575940620333958,False,5,199.5,100.196504,,99.303496,,-64.98815077876088,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,8,720575940621606755,False,5,204.4125,100.196504,,104.21599599999999,,-66.47995114272913,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,9,720575940621770010,True,5,205.275,100.196504,100.196504,105.078496,105.078496,-63.30188226793439,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,10,720575940622003316,False,5,204.3375,100.196504,,104.140996,,-65.73005523788481,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,11,720575940622412838,False,5,199.45,100.196504,,99.25349599999998,,-63.36737292417805,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,12,720575940622836455,True,5,205.025,100.196504,100.613495,104.828496,104.411505,-63.93274186711097,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,13,720575940623973961,False,5,204.6,100.196504,,104.40349599999999,,-65.45718096737777,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,14,720575940624107755,False,5,201.325,100.196504,,101.12849599999998,,-65.1312524160134,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,15,720575940625328915,False,5,202.0625,100.196504,,101.865996,,-65.17204798016422,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,16,720575940625500304,False,5,204.15,100.196504,,103.953496,,-65.23743098041729,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,17,720575940626305028,True,5,201.0625,100.196504,102.044908,100.865996,99.017592,-63.490931780705324,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,18,720575940627585028,False,5,205.2125,100.196504,,105.015996,,-66.21104330568814,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,19,720575940627626244,False,5,205.1,100.196504,,104.90349599999999,,-65.67869295469306,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,20,720575940629319106,True,5,205.8125,100.196504,103.436697,105.615996,102.375803,-62.8026432281901,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,21,720575940629507706,True,5,196.5625,100.196504,100.453736,96.365996,96.108764,-51.40948352817926,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,22,720575940630331244,True,5,203.3,100.196504,100.511116,103.103496,102.78888400000001,-61.42507042879788,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,23,720575940630775891,False,5,200.275,100.196504,,100.078496,,-65.73223331114885,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,24,720575940630923693,False,5,205.0125,100.196504,,104.81599599999998,,-66.37188744849314,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,25,720575940632437331,True,5,200.975,100.196504,103.691396,100.77849599999999,97.283604,-61.93337033040299,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,26,720575940633103059,False,5,194.4625,100.196504,,94.265996,,-63.22604076412983,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,27,720575940634514533,False,5,205.7625,100.196504,,105.56599599999998,,-65.34268982939557,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,28,720575940634664674,False,5,206.0,100.196504,,105.803496,,-65.18439430337769,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,29,720575940643769544,False,5,196.9375,100.196504,,96.740996,,-62.457483339968775,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,30,720575940644413732,False,5,202.925,100.196504,,102.728496,,-66.12994089598796,0.012500000000002842 +fine,contact_async_s20261109_m2,20261109,2,31,720575940649022841,True,5,189.5875,100.196504,100.519913,89.390996,89.067587,-41.9927562173657,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,0,720575940606579465,False,4,269.025,100.152811,,168.872189,,-66.47542404057299,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,1,720575940606698697,False,4,268.45,100.152811,,168.297189,,-65.74923741814719,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,2,720575940615832577,True,4,267.1,100.152811,100.7026,166.94718900000004,166.3974,-56.32009232020392,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,3,720575940618341952,True,4,263.975,100.152811,101.497815,163.82218900000004,162.47718500000002,-56.043794245184145,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,4,720575940618662939,False,4,267.5375,100.152811,,167.38468900000004,,-67.01927410105736,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,5,720575940619077217,False,4,265.375,100.152811,,165.22218900000001,,-66.44077822657488,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,6,720575940619897734,False,4,268.2875,100.152811,,168.13468900000004,,-66.76824707459271,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,7,720575940620333958,False,4,266.1375,100.152811,,165.984689,,-66.18349333464691,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,8,720575940621606755,False,4,269.7875,100.152811,,169.63468900000004,,-67.49085075908248,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,9,720575940621770010,True,4,269.95,100.152811,101.252335,169.797189,168.69766499999997,-64.24722584999763,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,10,720575940622003316,False,4,268.3375,100.152811,,168.184689,,-66.80112277492783,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,11,720575940622412838,False,4,265.3625,100.152811,,165.20968900000003,,-64.73157239338033,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,12,720575940622836455,True,4,269.225,100.152811,101.01772,169.07218900000004,168.20728000000003,-64.84048274803234,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,13,720575940623973961,False,4,268.075,100.152811,,167.922189,,-66.64737427259915,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,14,720575940624107755,False,4,268.175,100.152811,,168.02218900000003,,-66.42397947810673,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,15,720575940625328915,False,4,268.3,100.152811,,168.14718900000003,,-66.28424165673859,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,16,720575940625500304,False,4,268.675,100.152811,,168.52218900000003,,-66.24674402133037,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,17,720575940626305028,True,4,266.6875,100.152811,100.321105,166.53468900000001,166.366395,-64.58272749992551,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,18,720575940627585028,False,4,269.925,100.152811,,169.77218900000003,,-67.24002579391669,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,19,720575940627626244,False,4,268.6125,100.152811,,168.45968900000003,,-66.58106893277498,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,20,720575940629319106,True,4,269.7625,100.152811,100.343581,169.609689,169.418919,-63.541722946138634,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,21,720575940629507706,True,4,255.65,100.152811,102.124628,155.497189,153.525372,-51.55316459121817,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,22,720575940630331244,True,4,269.2625,100.152811,100.847888,169.109689,168.41461199999998,-62.38614737376112,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,23,720575940630775891,False,4,267.1,100.152811,,166.94718900000004,,-66.92341157982415,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,24,720575940630923693,False,4,269.7375,100.152811,,169.58468900000003,,-67.34681463985537,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,25,720575940632437331,True,4,266.675,100.152811,100.152811,166.52218900000003,166.52218900000003,-62.8001582470843,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,26,720575940633103059,False,4,263.45,100.152811,,163.297189,,-64.2010228213209,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,27,720575940634514533,False,4,270.3125,100.152811,,170.15968900000001,,-66.67425759212699,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,28,720575940634664674,False,4,270.575,100.152811,,170.422189,,-66.19932741503571,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,29,720575940643769544,False,4,258.8,100.152811,,158.64718900000003,,-63.63786572576361,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,30,720575940644413732,False,4,268.85,100.152811,,168.69718900000004,,-66.98929189094385,0.012500000000002842 +fine,contact_async_s20261109_m4,20261109,4,31,720575940649022841,True,1,260.225,100.152811,100.219972,160.07218900000004,160.00502800000004,-42.42983763676784,0.012500000000002842 diff --git a/wu_20261107_recurrence_timing/source_data/async_input_example.csv b/wu_20261107_recurrence_timing/source_data/async_input_example.csv new file mode 100644 index 0000000000000000000000000000000000000000..bc9f20557095ca2aab75580974b1fd113c3eefb5 --- /dev/null +++ b/wu_20261107_recurrence_timing/source_data/async_input_example.csv @@ -0,0 +1,1009 @@ +gid,synapse_id,family,target_index,slot,time_ms,actual_weight_uS +2,157894967,ALPN,60,0,105.528527,0.0010000000474974 +2,157894967,ALPN,60,1,163.776311,0.0010000000474974 +2,157894967,ALPN,60,2,212.985973,0.0010000000474974 +2,157894967,ALPN,60,3,238.486487,0.0010000000474974 +2,157894967,ALPN,60,4,309.360252,0.0010000000474974 +2,157894967,ALPN,60,5,347.517292,0.0010000000474974 +2,157894967,ALPN,60,6,410.121228,0.0010000000474974 +2,157894967,ALPN,60,7,462.536575,0.0010000000474974 +2,157894967,ALPN,60,8,508.650134,0.0010000000474974 +2,157894967,ALPN,60,9,540.087053,0.0010000000474974 +2,157894967,ALPN,60,10,613.140783,0.0010000000474974 +2,157894967,ALPN,60,11,650.873557,0.0010000000474974 +2,157894967,ALPN,60,12,708.847849,0.0010000000474974 +2,157894967,ALPN,60,13,735.27103,0.0010000000474974 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b/wu_20261107_recurrence_timing/source_data/async_mixture_contrasts.csv new file mode 100644 index 0000000000000000000000000000000000000000..24a8f0b75a10a7b8792fe51946557d1789ace78d --- /dev/null +++ b/wu_20261107_recurrence_timing/source_data/async_mixture_contrasts.csv @@ -0,0 +1,4 @@ +seed,total_count_ABC_minus_best,mean_voltage_ABC_minus_best_mV,positive_cells,zero_cells,negative_cells,n_support_sets +20261109,29,1.3495094522609892,31,0,1,1 +20261110,25,1.0108858464767043,29,1,2,1 +20261111,-2,0.18033973663581215,3,27,2,1 diff --git a/wu_20261107_recurrence_timing/source_data/async_onset_comparisons.csv b/wu_20261107_recurrence_timing/source_data/async_onset_comparisons.csv new file mode 100644 index 0000000000000000000000000000000000000000..79dbcb3b4bda80989a7b200e03cb6c74654d7500 --- /dev/null +++ b/wu_20261107_recurrence_timing/source_data/async_onset_comparisons.csv @@ -0,0 +1,385 @@ 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a/wu_20261107_recurrence_timing/source_data/async_source_timing.csv b/wu_20261107_recurrence_timing/source_data/async_source_timing.csv new file mode 100644 index 0000000000000000000000000000000000000000..0662c14d2bd1b932a1e5204c1a3856c0f1790524 --- /dev/null +++ b/wu_20261107_recurrence_timing/source_data/async_source_timing.csv @@ -0,0 +1,18 @@ +stage,condition,seed,mask,first_delivered_input_ms,first_source_threshold_ms,first_internal_arrival_ms,first_accepted_initiation_peak_ms,n_source_threshold_events +main,synchronous_engine_gate_m1,0,1,100.0,106.32966310180372,107.32966310180372,106.9,32278 +main,contact_async_s20261109_m1,20261109,1,100.196166,113.4136293386218,114.4136293386218,113.95,14763 +main,contact_async_s20261109_m2,20261109,2,100.196504,186.99058778728767,187.99058778728767,188.925,9337 +main,contact_async_s20261109_m4,20261109,4,100.152811,218.8139497947014,219.8139497947014,252.0,11152 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+fine,contact_async_s20261109_m4,20261109,4,9,720575940621770010,338.675 +fine,contact_async_s20261109_m4,20261109,4,9,720575940621770010,699.75 +fine,contact_async_s20261109_m4,20261109,4,9,720575940621770010,950.3125 +fine,contact_async_s20261109_m4,20261109,4,10,720575940622003316,268.3375 +fine,contact_async_s20261109_m4,20261109,4,10,720575940622003316,337.675 +fine,contact_async_s20261109_m4,20261109,4,10,720575940622003316,698.8875 +fine,contact_async_s20261109_m4,20261109,4,10,720575940622003316,948.9875 +fine,contact_async_s20261109_m4,20261109,4,11,720575940622412838,265.3625 +fine,contact_async_s20261109_m4,20261109,4,11,720575940622412838,332.8625 +fine,contact_async_s20261109_m4,20261109,4,11,720575940622412838,695.7 +fine,contact_async_s20261109_m4,20261109,4,11,720575940622412838,945.075 +fine,contact_async_s20261109_m4,20261109,4,12,720575940622836455,269.225 +fine,contact_async_s20261109_m4,20261109,4,12,720575940622836455,337.1625 +fine,contact_async_s20261109_m4,20261109,4,12,720575940622836455,697.0125 +fine,contact_async_s20261109_m4,20261109,4,12,720575940622836455,948.125 +fine,contact_async_s20261109_m4,20261109,4,13,720575940623973961,268.075 +fine,contact_async_s20261109_m4,20261109,4,13,720575940623973961,335.575 +fine,contact_async_s20261109_m4,20261109,4,13,720575940623973961,693.875 +fine,contact_async_s20261109_m4,20261109,4,13,720575940623973961,945.7375 +fine,contact_async_s20261109_m4,20261109,4,14,720575940624107755,268.175 +fine,contact_async_s20261109_m4,20261109,4,14,720575940624107755,335.825 +fine,contact_async_s20261109_m4,20261109,4,14,720575940624107755,698.5625 +fine,contact_async_s20261109_m4,20261109,4,14,720575940624107755,948.6125 +fine,contact_async_s20261109_m4,20261109,4,15,720575940625328915,268.3 +fine,contact_async_s20261109_m4,20261109,4,15,720575940625328915,335.825 +fine,contact_async_s20261109_m4,20261109,4,15,720575940625328915,698.125 +fine,contact_async_s20261109_m4,20261109,4,15,720575940625328915,948.2125 +fine,contact_async_s20261109_m4,20261109,4,16,720575940625500304,268.675 +fine,contact_async_s20261109_m4,20261109,4,16,720575940625500304,336.4875 +fine,contact_async_s20261109_m4,20261109,4,16,720575940625500304,698.325 +fine,contact_async_s20261109_m4,20261109,4,16,720575940625500304,948.6 +fine,contact_async_s20261109_m4,20261109,4,17,720575940626305028,266.6875 +fine,contact_async_s20261109_m4,20261109,4,17,720575940626305028,334.775 +fine,contact_async_s20261109_m4,20261109,4,17,720575940626305028,697.325 +fine,contact_async_s20261109_m4,20261109,4,17,720575940626305028,946.8 +fine,contact_async_s20261109_m4,20261109,4,18,720575940627585028,269.925 +fine,contact_async_s20261109_m4,20261109,4,18,720575940627585028,338.0875 +fine,contact_async_s20261109_m4,20261109,4,18,720575940627585028,699.125 +fine,contact_async_s20261109_m4,20261109,4,18,720575940627585028,949.2875 +fine,contact_async_s20261109_m4,20261109,4,19,720575940627626244,268.6125 +fine,contact_async_s20261109_m4,20261109,4,19,720575940627626244,337.5 +fine,contact_async_s20261109_m4,20261109,4,19,720575940627626244,697.55 +fine,contact_async_s20261109_m4,20261109,4,19,720575940627626244,948.6875 +fine,contact_async_s20261109_m4,20261109,4,20,720575940629319106,269.7625 +fine,contact_async_s20261109_m4,20261109,4,20,720575940629319106,339.5625 +fine,contact_async_s20261109_m4,20261109,4,20,720575940629319106,700.9625 +fine,contact_async_s20261109_m4,20261109,4,20,720575940629319106,950.6625 +fine,contact_async_s20261109_m4,20261109,4,21,720575940629507706,255.65 +fine,contact_async_s20261109_m4,20261109,4,21,720575940629507706,323.075 +fine,contact_async_s20261109_m4,20261109,4,21,720575940629507706,683.175 +fine,contact_async_s20261109_m4,20261109,4,21,720575940629507706,935.0625 +fine,contact_async_s20261109_m4,20261109,4,22,720575940630331244,269.2625 +fine,contact_async_s20261109_m4,20261109,4,22,720575940630331244,337.7625 +fine,contact_async_s20261109_m4,20261109,4,22,720575940630331244,699.525 +fine,contact_async_s20261109_m4,20261109,4,22,720575940630331244,949.65 +fine,contact_async_s20261109_m4,20261109,4,23,720575940630775891,267.1 +fine,contact_async_s20261109_m4,20261109,4,23,720575940630775891,335.7375 +fine,contact_async_s20261109_m4,20261109,4,23,720575940630775891,697.6 +fine,contact_async_s20261109_m4,20261109,4,23,720575940630775891,947.6875 +fine,contact_async_s20261109_m4,20261109,4,24,720575940630923693,269.7375 +fine,contact_async_s20261109_m4,20261109,4,24,720575940630923693,337.825 +fine,contact_async_s20261109_m4,20261109,4,24,720575940630923693,699.4875 +fine,contact_async_s20261109_m4,20261109,4,24,720575940630923693,949.75 +fine,contact_async_s20261109_m4,20261109,4,25,720575940632437331,266.675 +fine,contact_async_s20261109_m4,20261109,4,25,720575940632437331,333.8 +fine,contact_async_s20261109_m4,20261109,4,25,720575940632437331,696.6875 +fine,contact_async_s20261109_m4,20261109,4,25,720575940632437331,945.625 +fine,contact_async_s20261109_m4,20261109,4,26,720575940633103059,263.45 +fine,contact_async_s20261109_m4,20261109,4,26,720575940633103059,330.55 +fine,contact_async_s20261109_m4,20261109,4,26,720575940633103059,694.0375 +fine,contact_async_s20261109_m4,20261109,4,26,720575940633103059,943.65 +fine,contact_async_s20261109_m4,20261109,4,27,720575940634514533,270.3125 +fine,contact_async_s20261109_m4,20261109,4,27,720575940634514533,339.2875 +fine,contact_async_s20261109_m4,20261109,4,27,720575940634514533,700.35 +fine,contact_async_s20261109_m4,20261109,4,27,720575940634514533,950.7625 +fine,contact_async_s20261109_m4,20261109,4,28,720575940634664674,270.575 +fine,contact_async_s20261109_m4,20261109,4,28,720575940634664674,339.25 +fine,contact_async_s20261109_m4,20261109,4,28,720575940634664674,700.2125 +fine,contact_async_s20261109_m4,20261109,4,28,720575940634664674,951.0 +fine,contact_async_s20261109_m4,20261109,4,29,720575940643769544,258.8 +fine,contact_async_s20261109_m4,20261109,4,29,720575940643769544,325.1875 +fine,contact_async_s20261109_m4,20261109,4,29,720575940643769544,685.4 +fine,contact_async_s20261109_m4,20261109,4,29,720575940643769544,937.1125 +fine,contact_async_s20261109_m4,20261109,4,30,720575940644413732,268.85 +fine,contact_async_s20261109_m4,20261109,4,30,720575940644413732,337.2 +fine,contact_async_s20261109_m4,20261109,4,30,720575940644413732,699.35 +fine,contact_async_s20261109_m4,20261109,4,30,720575940644413732,949.575 +fine,contact_async_s20261109_m4,20261109,4,31,720575940649022841,260.225 diff --git a/wu_20261107_recurrence_timing/source_data/author_QC.csv b/wu_20261107_recurrence_timing/source_data/author_QC.csv new file mode 100644 index 0000000000000000000000000000000000000000..6a697f84a53daa8706c4d20ac2e675ce6c391e44 --- /dev/null +++ b/wu_20261107_recurrence_timing/source_data/author_QC.csv @@ -0,0 +1,25 @@ +condition,fly,inferred_source_excel_row,mapping_basis,author_R_GOhm,reconstructed_R_GOhm,relative_R_difference,tau_ms,negative_step_fit_RMSE_mV,author_excluded,reconstructed_excluded,monitor_delta_pA,nominal_DAC_pA,onset_ms +WT,1,74,Condition plus within-condition source row order; checked against full fitted R fingerprint. No explicit file ID in workbook.,0.414825561520021,0.41482535941488274,4.872051218018925e-07,7.900715515642889,1.259379958287453,True,True,-20.1416015625,-40,231.26 +WT,2,75,Condition plus within-condition source row order; checked against full fitted R fingerprint. No explicit file ID in workbook.,3.09802985984673,3.098028894748135,3.115201075987173e-07,46.207768791720156,13.60266054191366,False,False,-20.1416015625,-40,231.26 +WT,3,76,Condition plus within-condition source row order; checked against full fitted R fingerprint. No explicit file ID in workbook.,0.268968531319347,0.2689685252618688,2.2521140841114118e-08,3.213517802541524,0.3100224784305743,True,True,-20.1416015625,-40,231.26 +WT,4,77,Condition plus within-condition source row order; checked against full fitted R fingerprint. No explicit file ID in workbook.,1.0259887340761,1.0259911969025521,2.4004420031698004e-06,6.289053538772674,34.640841427753294,False,False,-19.83642578125,-40,231.26 +WT,5,78,Condition plus within-condition source row order; checked against full fitted R fingerprint. No explicit file ID in workbook.,1.63283385466921,1.632833808877508,2.8044311983776993e-08,28.32576134384206,4.981681104337597,False,False,-20.1416015625,-40,231.26 +WT,6,79,Condition plus within-condition source row order; checked against full fitted R fingerprint. No explicit file ID in workbook.,0.80336235952451,0.8033623392397684,2.5249803248250657e-08,16.033757517569413,4.177336399306763,False,False,-20.1416015625,-40,231.26 +WT,7,80,Condition plus within-condition source row order; checked against full fitted R fingerprint. No explicit file ID in workbook.,0.436521744129391,0.43652173450416365,2.204982330056282e-08,5.722568494916409,0.6458197578326936,True,True,-20.1416015625,-40,231.26 +WT,8,81,Condition plus within-condition source row order; checked against full fitted R fingerprint. No explicit file ID in workbook.,1.28981251120351,1.2898124876391266,1.8269619150856897e-08,18.434534193154697,1.7331733559718976,False,False,-20.1416015625,-40,231.26 +WT,9,82,Condition plus within-condition source row order; checked against full fitted R fingerprint. No explicit file ID in workbook.,1.09934918692818,1.0993485032939996,6.218535371083078e-07,14.65783479839107,4.964906256413454,False,False,-20.1416015625,-40,231.26 +WT,10,83,Condition plus within-condition source row order; checked against full fitted R fingerprint. No explicit file ID in workbook.,1.35560245083886,1.3556024197571355,2.292834788697462e-08,23.267138587080517,1.0877538583497626,False,False,-20.1416015625,-40,231.26 +NaChBac,1,29,Condition plus within-condition source row order; checked against full fitted R fingerprint. No explicit file ID in workbook.,0.295389783740758,0.29538977073224937,4.403845144107521e-08,3.623043616611295,0.2073128786959268,True,True,-20.1416015625,-40,231.26 +NaChBac,2,30,Condition plus within-condition source row order; checked against full fitted R fingerprint. No explicit file ID in workbook.,0.646970062133017,0.646969927249873,2.0848436721454533e-07,7.767632893435204,5.983315571916739,True,True,-19.83642578125,-40,231.26 +NaChBac,3,31,Condition plus within-condition source row order; checked against full fitted R fingerprint. No explicit file ID in workbook.,2.16287206000063,2.162871999031595,2.8188923306693425e-08,28.8313254823468,2.1991206870772273,False,False,-20.1416015625,-40,231.26 +NaChBac,4,32,Condition plus within-condition source row order; checked against full fitted R fingerprint. No explicit file ID in workbook.,0.592717337718566,0.5927147249384301,4.408138533529282e-06,2.09410079649728,15.195931286839668,True,True,-20.1416015625,-40,231.26 +NaChBac,5,33,Condition plus within-condition source row order; checked against full fitted R fingerprint. No explicit file ID in workbook.,0.607413540989338,0.6074135816078371,6.687124409765488e-08,4.906498798713186,1.4550680887070575,True,True,-20.1416015625,-40,231.26 +NaChBac,6,34,Condition plus within-condition source row order; checked against full fitted R fingerprint. No explicit file ID in workbook.,0.226205266525797,0.22620523164887207,1.5418263887845285e-07,5.742920581759393,0.33232897894425323,True,True,-20.1416015625,-40,231.26 +NaChBac,7,35,Condition plus within-condition source row order; checked against full fitted R fingerprint. No explicit file ID in workbook.,0.593269960894926,0.5932699489915764,2.0063968264594223e-08,6.5039379380659295,0.8114237884876729,True,True,-20.1416015625,-40,231.26 +NaChBac,8,36,Condition plus within-condition source row order; checked against full fitted R fingerprint. No explicit file ID in workbook.,1.57645888268982,1.5764607564447348,1.1885847042147901e-06,17.540646166755028,7.817592029631036,False,False,-20.1416015625,-40,231.26 +NaChBac,9,37,Condition plus within-condition source row order; checked against full fitted R fingerprint. No explicit file ID in workbook.,1.92168431186752,1.9216841799585669,6.864236345993646e-08,34.98461122278199,2.7471828233890183,False,False,-20.1416015625,-40,231.26 +NaChBac,10,38,Condition plus within-condition source row order; checked against full fitted R fingerprint. No explicit file ID in workbook.,2.3743599817375,2.3743599661979724,6.5447226527126645e-09,33.32560122911819,2.109211900740331,False,False,-20.1416015625,-40,231.26 +NaChBac,11,39,Condition plus within-condition source row order; checked against full fitted R fingerprint. No explicit file ID in workbook.,2.06771207512855,2.067713580967968,7.282635896554979e-07,44.83478565940745,5.533784334615831,False,False,-20.1416015625,-40,231.26 +NaChBac,12,40,Condition plus within-condition source row order; checked against full fitted R fingerprint. No explicit file ID in workbook.,0.270572480095479,0.270572454557122,9.438638037817526e-08,2.759709119477294,0.5649965496353587,True,True,-20.1416015625,-40,231.26 +NaChBac,13,41,Condition plus within-condition source row order; checked against full fitted R fingerprint. No explicit file ID in workbook.,0.991253363074116,0.9912533137279451,4.97815924038747e-08,18.107870601590754,1.014371716849287,False,False,-20.1416015625,-40,231.26 +NaChBac,14,42,Condition plus within-condition source row order; checked against full fitted R fingerprint. No explicit file ID in workbook.,1.50964716524111,1.5096471285095803,2.433120183109594e-08,25.724114935615177,1.9155390319322756,False,False,-20.1416015625,-40,231.26 diff --git a/wu_20261107_recurrence_timing/source_data/cell_contrasts.csv b/wu_20261107_recurrence_timing/source_data/cell_contrasts.csv new file mode 100644 index 0000000000000000000000000000000000000000..17ec4921cc954137f523bf2f0c463e747fefe728 --- /dev/null +++ b/wu_20261107_recurrence_timing/source_data/cell_contrasts.csv @@ -0,0 +1,161 @@ +schedule,gid,root_id,eligible,voltage_ABC_minus_mean_mV,voltage_ABC_minus_best_mV,count_ABC_minus_mean,count_ABC_minus_best,responsive_masks +synchronous,0,720575940606579465,False,10.722717279448439,-0.1453703698292088,12.0,0,"1,7" +synchronous,1,720575940606698697,False,13.882245261623417,-0.021404785244165225,12.0,0,"1,7" +synchronous,2,720575940615832577,True,10.31590406087674,0.27390762992723694,12.0,0,"1,7" 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+schedule,mask,group,n_cells,n_responding,median_latency_ms,min_latency_ms,max_latency_ms +synchronous,1,all32,32,32,20.5625,6.900000000000006,22.925 +synchronous,1,eligible10,10,10,19.475,6.900000000000006,22.925 +synchronous,1,indirect22,22,22,20.85,13.200000000000005,22.849999999999994 +synchronous,2,all32,32,0,,, +synchronous,2,eligible10,10,0,,, +synchronous,2,indirect22,22,0,,, +synchronous,4,all32,32,0,,, +synchronous,4,eligible10,10,0,,, +synchronous,4,indirect22,22,0,,, +synchronous,7,all32,32,32,21.025,7.625,23.425 +synchronous,7,eligible10,10,10,20.0,7.625,23.425 +synchronous,7,indirect22,22,22,21.3125,13.900000000000006,23.325000000000003 +jittered_seed20261106,1,all32,32,32,20.5625,6.900000000000006,22.925 +jittered_seed20261106,1,eligible10,10,10,19.475,6.900000000000006,22.925 +jittered_seed20261106,1,indirect22,22,22,20.85,13.200000000000005,22.849999999999994 +jittered_seed20261106,2,all32,32,0,,, +jittered_seed20261106,2,eligible10,10,0,,, 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b/wu_20261107_recurrence_timing/source_data/mechanism_MBON_endpoints.csv new file mode 100644 index 0000000000000000000000000000000000000000..274d8ff9600c6ab37a41e92ef506c7825cb8f0a8 --- /dev/null +++ b/wu_20261107_recurrence_timing/source_data/mechanism_MBON_endpoints.csv @@ -0,0 +1,41 @@ +condition,origin,gid,root_id,mean_soma_delta_mV,peak_soma_delta_mV,n_contacts +sync_R0_m1,new,32,720575940614026193,0.05890020744296642,0.10771554488169244,119 +sync_R0_m1,new,33,720575940639697827,0.03158529812994628,0.05353755815990979,25 +sync_R0_m2,new,32,720575940614026193,-1.0326087652501316e-09,7.725446948825265e-10,119 +sync_R0_m2,new,33,720575940639697827,-1.6127818396327597e-09,2.0796164790226612e-10,25 +sync_R0_m4,new,32,720575940614026193,-1.0326087652501316e-09,7.725446948825265e-10,119 +sync_R0_m4,new,33,720575940639697827,-1.6127818396327597e-09,2.0796164790226612e-10,25 +sync_R0_m7,new,32,720575940614026193,0.058892844521404676,0.10771634206027869,119 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a/wu_20261107_recurrence_timing/source_data/mechanism_cell_endpoints.csv b/wu_20261107_recurrence_timing/source_data/mechanism_cell_endpoints.csv new file mode 100644 index 0000000000000000000000000000000000000000..e08114e4b037f570b7a776fd02f34990bcfc6a60 --- /dev/null +++ b/wu_20261107_recurrence_timing/source_data/mechanism_cell_endpoints.csv @@ -0,0 +1,641 @@ +condition,origin,schedule,mask,R_nS,gid,root_id,direct,waveform_count,first_peak_ms,latency_global_ms,latency_local_ms,mean_soma_mV +sync_R0_m1,new,sync,1,0.0,0,720575940606579465,False,0,,,,-71.23365964251029 +sync_R0_m1,new,sync,1,0.0,1,720575940606698697,False,0,,,,-71.2301868705297 +sync_R0_m1,new,sync,1,0.0,2,720575940615832577,True,0,,,,-63.025774130984836 +sync_R0_m1,new,sync,1,0.0,3,720575940618341952,True,0,,,,-62.49096105040685 +sync_R0_m1,new,sync,1,0.0,4,720575940618662939,False,0,,,,-71.2327821450811 +sync_R0_m1,new,sync,1,0.0,5,720575940619077217,False,0,,,,-71.23338858631904 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100644 index 0000000000000000000000000000000000000000..63c9932fe6e4b7600f2b50a9dcb8d5873cc59258 --- /dev/null +++ b/wu_20261107_recurrence_timing/source_data/numerical_grid_summary.csv @@ -0,0 +1,6 @@ +condition,total_count,responding_cells,count_cells_changed_vs_original,count_cells_changed_vs_sample_control,maxabs_onset_vs_original_ms,maxabs_onset_vs_sample_ms,max_soma_RMS_vs_sample_mV,KCmesh_um,MBONmesh_um,dt_ms,initiation_sample_ms +async_R1_m4,188,32,0,0,0.0,0.0875000000000341,0.0,0.25,0.5,0.0025,0.025 +async_R1_L_sample_control,188,32,0,0,0.0875000000000341,0.0,0.0,0.25,0.5,0.0025,0.0125 +async_R1_L_time_only,192,32,3,3,3.6374999999999886,3.6374999999999886,12.730232467094527,0.25,0.5,0.00125,0.0125 +async_R1_L_space_only,158,32,30,30,2.474999999999966,2.474999999999966,13.31578715421701,0.125,0.25,0.0025,0.0125 +async_R1_L_joint,125,32,32,32,5.149999999999977,5.149999999999977,13.207272204971794,0.125,0.25,0.00125,0.0125 diff --git a/wu_20261107_recurrence_timing/source_data/onset_comparisons.csv b/wu_20261107_recurrence_timing/source_data/onset_comparisons.csv new file mode 100644 index 0000000000000000000000000000000000000000..f3d1918b860f892de60b70297946d05506868b82 --- /dev/null +++ b/wu_20261107_recurrence_timing/source_data/onset_comparisons.csv @@ -0,0 +1,193 @@ +schedule,mask,gid,eligible,sync_latency_ms,jitter_latency_ms,latency_change_ms,first_inter_event_interval_ms,before_second_boundary_event,count_change_vs_sync +jittered_seed20261106,1,0,False,21.474999999999994,21.474999999999994,0.0,53.65320800000001,True,-1 +jittered_seed20261106,1,1,False,19.825000000000003,19.825000000000003,0.0,53.65320800000001,True,-1 +jittered_seed20261106,1,2,True,21.05,21.05,0.0,53.65320800000001,True,-1 +jittered_seed20261106,1,3,True,18.575000000000003,18.575000000000003,0.0,53.65320800000001,True,5 +jittered_seed20261106,1,4,False,18.90000000000001,18.90000000000001,0.0,53.65320800000001,True,-1 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"synchronous": [ + 100, + 150, + 200, + 250, + 300, + 350, + 400, + 450, + 500, + 550, + 600, + 650, + 700, + 750, + 800, + 850, + 900, + 950 + ], + "jittered_seed20261107": [ + 108.566235, + 155.635523, + 189.400147, + 262.216242, + 289.395773, + 335.533899, + 412.632124, + 463.302699, + 486.575699, + 550.728444, + 612.22194, + 661.279134, + 711.749659, + 736.623704, + 789.820352, + 861.064425, + 910.437498, + 941.739209 + ], + "jittered_seed20261108": [ + 109.352006, + 139.384565, + 197.565837, + 247.040458, + 289.008224, + 359.575976, + 388.944074, + 440.686284, + 488.020106, + 541.187354, + 593.050433, + 653.549393, + 707.528559, + 743.9678, + 801.065344, + 842.113277, + 901.148548, + 950.0 + ] + }, + "new_main": [ + { + "condition": "temporal_jittered_seed20261107_m1", + "panel": "balanced", + "mask": 1, + "weight_uS": 0.001, + "external_weight_uS": 0.001, + "recurrent_weight_uS": 0.001, + "event_schedule": "jittered_seed20261107", + "event_times_ms": [ + 108.566235, + 155.635523, 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"event_times_ms": [ + 108.566235, + 155.635523, + 189.400147, + 262.216242, + 289.395773, + 335.533899, + 412.632124, + 463.302699, + 486.575699, + 550.728444, + 612.22194, + 661.279134, + 711.749659, + 736.623704, + 789.820352, + 861.064425, + 910.437498, + 941.739209 + ], + "n_events": 18 + }, + { + "condition": "temporal_jittered_seed20261107_m7", + "panel": "balanced", + "mask": 7, + "weight_uS": 0.001, + "external_weight_uS": 0.001, + "recurrent_weight_uS": 0.001, + "event_schedule": "jittered_seed20261107", + "event_times_ms": [ + 108.566235, + 155.635523, + 189.400147, + 262.216242, + 289.395773, + 335.533899, + 412.632124, + 463.302699, + 486.575699, + 550.728444, + 612.22194, + 661.279134, + 711.749659, + 736.623704, + 789.820352, + 861.064425, + 910.437498, + 941.739209 + ], + "n_events": 18 + }, + { + "condition": "temporal_jittered_seed20261108_m1", + "panel": "balanced", + "mask": 1, + "weight_uS": 0.001, + "external_weight_uS": 0.001, + "recurrent_weight_uS": 0.001, + "event_schedule": "jittered_seed20261108", + "event_times_ms": [ + 109.352006, + 139.384565, + 197.565837, + 247.040458, + 289.008224, + 359.575976, + 388.944074, + 440.686284, + 488.020106, + 541.187354, + 593.050433, + 653.549393, + 707.528559, + 743.9678, + 801.065344, + 842.113277, + 901.148548, + 950.0 + ], + "n_events": 18 + }, + { + "condition": "temporal_jittered_seed20261108_m2", + "panel": "balanced", + "mask": 2, + "weight_uS": 0.001, + "external_weight_uS": 0.001, + "recurrent_weight_uS": 0.001, + "event_schedule": "jittered_seed20261108", + "event_times_ms": [ + 109.352006, + 139.384565, + 197.565837, + 247.040458, + 289.008224, + 359.575976, + 388.944074, + 440.686284, + 488.020106, + 541.187354, + 593.050433, + 653.549393, + 707.528559, + 743.9678, + 801.065344, + 842.113277, + 901.148548, + 950.0 + ], + "n_events": 18 + }, + { + "condition": "temporal_jittered_seed20261108_m4", + "panel": "balanced", + "mask": 4, + "weight_uS": 0.001, + "external_weight_uS": 0.001, + "recurrent_weight_uS": 0.001, + "event_schedule": "jittered_seed20261108", + "event_times_ms": [ + 109.352006, + 139.384565, + 197.565837, + 247.040458, + 289.008224, + 359.575976, + 388.944074, + 440.686284, + 488.020106, + 541.187354, + 593.050433, + 653.549393, + 707.528559, + 743.9678, + 801.065344, + 842.113277, + 901.148548, + 950.0 + ], + "n_events": 18 + }, + { + "condition": "temporal_jittered_seed20261108_m7", + "panel": "balanced", + "mask": 7, + "weight_uS": 0.001, + "external_weight_uS": 0.001, + "recurrent_weight_uS": 0.001, + "event_schedule": "jittered_seed20261108", + "event_times_ms": [ + 109.352006, + 139.384565, + 197.565837, + 247.040458, + 289.008224, + 359.575976, + 388.944074, + 440.686284, + 488.020106, + 541.187354, + 593.050433, + 653.549393, + 707.528559, + 743.9678, + 801.065344, + 842.113277, + 901.148548, + 950.0 + ], + "n_events": 18 + } + ], + "primary": "Within-mask comparison of jitter seeds20261107 and20261108 against the already sealed synchronous reference from wu_20261106_temporal_robustness. Report all32, eligible10 and indirect22 voltage, waveform and latency changes.", + "secondary": "Describe variation across the two independent deterministic jitter realizations; no biological p values, natural sensory interpretation or clustering.", + "fixed": "Same real trees, contacts, external/recurrent weights, balancing, channels, 18 events, main mesh and duration as temporal project; only jitter realization changes.", + "limitations": "Two deterministic timing realizations are computational robustness probes, not natural stimuli or independent animal replication." +} diff --git a/wu_20261107_recurrence_timing/source_data/representative_endpoints.csv b/wu_20261107_recurrence_timing/source_data/representative_endpoints.csv new file mode 100644 index 0000000000000000000000000000000000000000..f465bfb945ec4392186ba6d9c3e05865f1d82608 --- /dev/null +++ b/wu_20261107_recurrence_timing/source_data/representative_endpoints.csv @@ -0,0 +1,573 @@ 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0000000000000000000000000000000000000000..fcaee296d2dc5d1c806a71776f4e4ea623872559 --- /dev/null +++ b/wu_20261107_recurrence_timing/source_data/schedule_masks.csv @@ -0,0 +1,21 @@ +schedule,mask,total_waveforms,responding_cells,mean_soma_mV +synchronous,1,559,32,-51.889245951097735 +synchronous,2,0,0,-69.4666423914508 +synchronous,4,0,0,-69.41814503150141 +synchronous,7,559,32,-51.8641808874644 +jittered_seed20261106,1,524,32,-52.760763274815346 +jittered_seed20261106,2,0,0,-69.46847808652672 +jittered_seed20261106,4,0,0,-69.42002517583455 +jittered_seed20261106,7,551,32,-51.9487440983519 +jittered_seed20261107,1,406,32,-56.14146997407278 +jittered_seed20261107,2,0,0,-69.47332323800387 +jittered_seed20261107,4,0,0,-69.424783566559 +jittered_seed20261107,7,435,32,-55.183354635123095 +jittered_seed20261108,1,494,32,-53.45230047240095 +jittered_seed20261108,2,0,0,-69.4695569787789 +jittered_seed20261108,4,0,0,-69.42110327934355 +jittered_seed20261108,7,465,32,-54.42511696460077 +bursty_three_epochs,1,96,32,-67.22704586167686 +bursty_three_epochs,2,96,32,-67.27364448303024 +bursty_three_epochs,4,96,32,-67.2604111604264 +bursty_three_epochs,7,96,32,-67.20574192974635 diff --git a/wu_20261107_recurrence_timing/source_data/temporal_protocol.json b/wu_20261107_recurrence_timing/source_data/temporal_protocol.json new file mode 100644 index 0000000000000000000000000000000000000000..d59bf851353d5723bad9c924018c64479f32a242 --- /dev/null +++ b/wu_20261107_recurrence_timing/source_data/temporal_protocol.json @@ -0,0 +1,433 @@ +{ + "status": "FROZEN_BEFORE_TEMPORAL_ROBUSTNESS_SIMULATIONS", + "motivation": "Test whether the response and source-family contrast depend on one exact synchronous synthetic pulse train while preserving real contacts and conductance.", + "cohort": "Original32 KC plus2 real MBON14; original32/15/14 unchanged; unresolved14 remains unresolved.", + "schedules": { + "synchronous": [ + 100, + 150, + 200, + 250, + 300, + 350, + 400, + 450, + 500, + 550, + 600, + 650, + 700, + 750, + 800, + 850, + 900, + 950 + ], + "jittered_seed20261106": [ + 100.0, + 153.653208, + 192.389854, + 253.092492, + 308.185424, + 351.392994, + 387.745243, + 456.257355, + 502.941092, + 553.776808, + 600.783402, + 646.56213, + 685.536235, + 751.61214, + 808.819561, + 855.670222, + 894.595529, + 950.0 + ], + "bursty_three_epochs": [ + 100, + 105, + 110, + 115, + 120, + 125, + 300, + 305, + 310, + 315, + 320, + 325, + 600, + 605, + 610, + 615, + 620, + 625 + ] + }, + "new_main": [ + { + "condition": "temporal_synchronous_m1", + "panel": "balanced", + "mask": 1, + "weight_uS": 0.001, + "external_weight_uS": 0.001, + "recurrent_weight_uS": 0.001, + "event_schedule": "synchronous", + "event_times_ms": [ + 100, + 150, + 200, + 250, + 300, + 350, + 400, + 450, + 500, + 550, + 600, + 650, + 700, + 750, + 800, + 850, + 900, + 950 + ], + "n_events": 18 + }, + { + "condition": "temporal_synchronous_m2", + "panel": "balanced", + "mask": 2, + "weight_uS": 0.001, + "external_weight_uS": 0.001, + "recurrent_weight_uS": 0.001, + "event_schedule": "synchronous", + "event_times_ms": [ + 100, + 150, + 200, + 250, + 300, + 350, + 400, + 450, + 500, + 550, + 600, + 650, + 700, + 750, + 800, + 850, + 900, + 950 + ], + "n_events": 18 + }, + { + "condition": "temporal_synchronous_m4", + "panel": "balanced", + "mask": 4, + "weight_uS": 0.001, + "external_weight_uS": 0.001, + "recurrent_weight_uS": 0.001, + "event_schedule": "synchronous", + "event_times_ms": [ + 100, + 150, + 200, + 250, + 300, + 350, + 400, + 450, + 500, + 550, + 600, + 650, + 700, + 750, + 800, + 850, + 900, + 950 + ], + "n_events": 18 + }, + { + "condition": "temporal_synchronous_m7", + "panel": "balanced", + "mask": 7, + "weight_uS": 0.001, + "external_weight_uS": 0.001, + "recurrent_weight_uS": 0.001, + "event_schedule": "synchronous", + "event_times_ms": [ + 100, + 150, + 200, + 250, + 300, + 350, + 400, + 450, + 500, + 550, + 600, + 650, + 700, + 750, + 800, + 850, + 900, + 950 + ], + "n_events": 18 + }, + { + "condition": "temporal_jittered_seed20261106_m1", + "panel": "balanced", + "mask": 1, + "weight_uS": 0.001, + "external_weight_uS": 0.001, + "recurrent_weight_uS": 0.001, + "event_schedule": "jittered_seed20261106", + "event_times_ms": [ + 100.0, + 153.653208, + 192.389854, + 253.092492, + 308.185424, + 351.392994, + 387.745243, + 456.257355, + 502.941092, + 553.776808, + 600.783402, + 646.56213, + 685.536235, + 751.61214, + 808.819561, + 855.670222, + 894.595529, + 950.0 + ], + "n_events": 18 + }, + { + "condition": "temporal_jittered_seed20261106_m2", + "panel": "balanced", + "mask": 2, + "weight_uS": 0.001, + "external_weight_uS": 0.001, + "recurrent_weight_uS": 0.001, + "event_schedule": "jittered_seed20261106", + "event_times_ms": [ + 100.0, + 153.653208, + 192.389854, + 253.092492, + 308.185424, + 351.392994, + 387.745243, + 456.257355, + 502.941092, + 553.776808, + 600.783402, + 646.56213, + 685.536235, + 751.61214, + 808.819561, + 855.670222, + 894.595529, + 950.0 + ], + "n_events": 18 + }, + { + "condition": "temporal_jittered_seed20261106_m4", + "panel": "balanced", + "mask": 4, + "weight_uS": 0.001, + "external_weight_uS": 0.001, + "recurrent_weight_uS": 0.001, + "event_schedule": "jittered_seed20261106", + "event_times_ms": [ + 100.0, + 153.653208, + 192.389854, + 253.092492, + 308.185424, + 351.392994, + 387.745243, + 456.257355, + 502.941092, + 553.776808, + 600.783402, + 646.56213, + 685.536235, + 751.61214, + 808.819561, + 855.670222, + 894.595529, + 950.0 + ], + "n_events": 18 + }, + { + "condition": "temporal_jittered_seed20261106_m7", + "panel": "balanced", + "mask": 7, + "weight_uS": 0.001, + "external_weight_uS": 0.001, + "recurrent_weight_uS": 0.001, + "event_schedule": "jittered_seed20261106", + "event_times_ms": [ + 100.0, + 153.653208, + 192.389854, + 253.092492, + 308.185424, + 351.392994, + 387.745243, + 456.257355, + 502.941092, + 553.776808, + 600.783402, + 646.56213, + 685.536235, + 751.61214, + 808.819561, + 855.670222, + 894.595529, + 950.0 + ], + "n_events": 18 + }, + { + "condition": "temporal_bursty_three_epochs_m1", + "panel": "balanced", + "mask": 1, + "weight_uS": 0.001, + "external_weight_uS": 0.001, + "recurrent_weight_uS": 0.001, + "event_schedule": "bursty_three_epochs", + "event_times_ms": [ + 100, + 105, + 110, + 115, + 120, + 125, + 300, + 305, + 310, + 315, + 320, + 325, + 600, + 605, + 610, + 615, + 620, + 625 + ], + "n_events": 18 + }, + { + "condition": "temporal_bursty_three_epochs_m2", + "panel": "balanced", + "mask": 2, + "weight_uS": 0.001, + "external_weight_uS": 0.001, + "recurrent_weight_uS": 0.001, + "event_schedule": "bursty_three_epochs", + "event_times_ms": [ + 100, + 105, + 110, + 115, + 120, + 125, + 300, + 305, + 310, + 315, + 320, + 325, + 600, + 605, + 610, + 615, + 620, + 625 + ], + "n_events": 18 + }, + { + "condition": "temporal_bursty_three_epochs_m4", + "panel": "balanced", + "mask": 4, + "weight_uS": 0.001, + "external_weight_uS": 0.001, + "recurrent_weight_uS": 0.001, + "event_schedule": "bursty_three_epochs", + "event_times_ms": [ + 100, + 105, + 110, + 115, + 120, + 125, + 300, + 305, + 310, + 315, + 320, + 325, + 600, + 605, + 610, + 615, + 620, + 625 + ], + "n_events": 18 + }, + { + "condition": "temporal_bursty_three_epochs_m7", + "panel": "balanced", + "mask": 7, + "weight_uS": 0.001, + "external_weight_uS": 0.001, + "recurrent_weight_uS": 0.001, + "event_schedule": "bursty_three_epochs", + "event_times_ms": [ + 100, + 105, + 110, + 115, + 120, + 125, + 300, + 305, + 310, + 315, + 320, + 325, + 600, + 605, + 610, + 615, + 620, + 625 + ], + "n_events": 18 + } + ], + "primary": "At fixed E=R=1 nS, compare each non-synchronous schedule with synchronous within each mask using all32 voltage, waveform count, latency and ABC-minus-mean-single readouts. No natural sensory inference or cell-as-animal p values.", + "secondary": "Describe schedule effects separately for eligible10 and indirect22 and compare source-mask contrasts. No biological functional clustering.", + "fixed": "Same real trees, contacts, ion channels, external balancing, 18 events per active contact, 1200ms duration, main mesh KC0.25um/MBON0.5um/dt0.0025ms. Only event times differ.", + "limitations": "Deterministic synthetic temporal perturbations, not natural stimuli; this is computational robustness, not independent animal or physiology validation." +} diff --git a/wu_20261107_recurrence_timing/source_data/waveform_events.csv b/wu_20261107_recurrence_timing/source_data/waveform_events.csv new file mode 100644 index 0000000000000000000000000000000000000000..8612d3b7b9025ae744817abf566bb3ca2a765975 --- /dev/null +++ b/wu_20261107_recurrence_timing/source_data/waveform_events.csv @@ -0,0 +1,4378 @@ +schedule,mask,gid,time_ms,time_from_first_input_ms,peak_mV +synchronous,1,0,121.475,21.474999999999994,23.491027935223528 +synchronous,1,0,169.85,69.85,13.131181066027516 +synchronous,1,0,218.625,118.625,12.380315963339841 +synchronous,1,0,267.825,167.825,11.551145188903188 +synchronous,1,0,317.975,217.97500000000002,11.577903999046857 +synchronous,1,0,367.925,267.925,11.53270424633525 +synchronous,1,0,417.95,317.95,11.541309057773747 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