diff --git a/.gitattributes b/.gitattributes
index bd64008496e610221373b4cf0ac8c67b7cb5e2e5..469f2eed95fa9fd0bbc67e8d588b199bed9936fa 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -134,3 +134,14 @@ wu_20261108_temporal_dispersion/figures/ExtendedData7.pdf filter=lfs diff=lfs me
wu_20261108_temporal_dispersion/figures/Figure1.pdf filter=lfs diff=lfs merge=lfs -text
wu_20261108_temporal_dispersion/manuscript.pdf filter=lfs diff=lfs merge=lfs -text
wu_20261108_temporal_dispersion/source_data/meshes/BRAIN.glb filter=lfs diff=lfs merge=lfs -text
+wu_20261108_centroid_controls/assets/registered_brain.pdf filter=lfs diff=lfs merge=lfs -text
+wu_20261108_centroid_controls/briefing.pdf filter=lfs diff=lfs merge=lfs -text
+wu_20261108_centroid_controls/briefing.pptx filter=lfs diff=lfs merge=lfs -text
+wu_20261108_centroid_controls/figures/ExtendedData11.pdf filter=lfs diff=lfs merge=lfs -text
+wu_20261108_centroid_controls/figures/ExtendedData5.pdf filter=lfs diff=lfs merge=lfs -text
+wu_20261108_centroid_controls/figures/ExtendedData6.pdf filter=lfs diff=lfs merge=lfs -text
+wu_20261108_centroid_controls/figures/ExtendedData7.pdf filter=lfs diff=lfs merge=lfs -text
+wu_20261108_centroid_controls/figures/Figure1.pdf filter=lfs diff=lfs merge=lfs -text
+wu_20261108_centroid_controls/manuscript.pdf filter=lfs diff=lfs merge=lfs -text
+wu_20261108_centroid_controls/source_data/external/lateral_voltage_switch_2026.xlsx filter=lfs diff=lfs merge=lfs -text
+wu_20261108_centroid_controls/source_data/meshes/BRAIN.glb filter=lfs diff=lfs merge=lfs -text
diff --git a/wu_20261108_centroid_controls/METHODS_RESULTS_zh.md b/wu_20261108_centroid_controls/METHODS_RESULTS_zh.md
new file mode 100644
index 0000000000000000000000000000000000000000..43d98aa90b9eb265d914c07a84eab12095edc2ce
--- /dev/null
+++ b/wu_20261108_centroid_controls/METHODS_RESULTS_zh.md
@@ -0,0 +1,75 @@
+# 当前方法与结论：质心匹配与接点时序交换
+
+本轮完成22次新模拟：12组局部质心匹配压缩、6组保持细胞输入包络的接点时序交换、2组零循环、2组预先指定的联合细化。重新读取18组原始参考，合计40个独立运行目录、1,280个KC细胞—条件读数，其中704个新增。新增接受波形1,005个，40组共3,714个。所有进程退出码为0。原方案、输入及99个依赖文件在计算前冻结。
+
+## 吴老师要求下的方法
+
+继续保持5,177 KC结构底座、原61细胞的32/15/14分类及14细胞未解决问题。网络仍为原32 KC和2个真实被动MBON14，保留真实树、1,926个有向KC循环接点、144个KC→MBON接点的落点和伙伴身份。输入明确分为ALPN(A)、directVPN(V)、operationalLVIN(L)，不将所有上游称为视觉。1,356个候选边界接点中，按原资格定义驱动10个细胞，另22个保持连接。外部E与循环R分开控制，逐细胞保存电位、放电、首响应及缺失潜伏期。
+
+本轮外部E=1nS，原平衡和float32接点权重、每活跃接点18事件保持不变。主网格KC/MBON段长0.25/0.5µm，dt0.0025ms，起始电位记录0.025ms；预设细化为0.125/0.25µm、0.00125ms、0.0125ms。接受波形判据仍为峰≥0mV、前2ms上升速率≥10mV/ms、间隔≥2ms；计数窗[100,1000)ms，胞体平均窗[100,1100)ms。源阈值事件不替代接受波形。
+
+## 对照一：固定局部平均到达，改变时间分散度
+
+对每个种子、细胞、输入家族和时间槽，以原时序平均到达为质心mu，令t_new=round(mu+a×(t−mu),6)。同组接点等权，使用等价的算术均值避免浮点权重尺度影响舍入。a=0和0.5新增，a=1复用原始全幅度参考。a=0表示各细胞/家族在各自原质心内同步，并非全网统一同步。
+
+输入核验共3,960个组—时间槽检查，最大加权质心偏差5e-07ms，来自六位小数时序精度。这一对照固定均值，改变分散和包络；不是保持包络的干预。
+
+|输入|种子|局部分散度|总接受波形数|响应细胞/32|
+|---|---|---:|---:|---:|
+|V|20261109|0|0|0|
+|V|20261109|0.5|0|0|
+|V|20261109|1|158|32|
+|V|20261110|0|0|0|
+|V|20261110|0.5|0|0|
+|V|20261110|1|127|32|
+|V|20261111|0|0|0|
+|V|20261111|0.5|0|0|
+|V|20261111|1|187|32|
+|L|20261109|0|0|0|
+|L|20261109|0.5|0|0|
+|L|20261109|1|188|32|
+|L|20261110|0|0|0|
+|L|20261110|0.5|0|0|
+|L|20261110|1|188|32|
+|L|20261111|0|0|0|
+|L|20261111|0.5|0|0|
+|L|20261111|1|159|32|
+
+
+## 对照二：保持每个细胞的总输入，交换树上接点时序
+
+在同细胞、同家族的等权接点中，按预先指定的置换交换完整18事件序列。逐细胞/家族的事件时间与权重集合逐项完全相同，因此相同核下总外部电导包络保持一致；接点接收的时序、局部电压依赖电流和后续循环可以变化。真实突触的落点、方向、伙伴身份没有改变。
+
+|输入|种子|原始→交换总数|计数变化细胞/32|响应状态变化/32|最大首峰偏移ms|
+|---|---|---|---:|---:|---:|
+|V|20261109|158 → 157|1|0|11.1|
+|V|20261110|127 → 158|31|0|32.2|
+|V|20261111|187 → 128|31|0|18.525|
+|L|20261109|188 → 158|30|0|3.3|
+|L|20261110|188 → 216|30|0|210.75|
+|L|20261111|159 → 188|31|0|56.925|
+
+
+六组比较保留全部192个配对细胞—条件读数，其中154项计数、0项响应状态改变。其含义是固定外部总输入下的网络接点时序分配效应；单靠该比较不能定位初始敏感树枝，也不能直接断定存在特殊树突巧合放大机制。
+
+## 零循环与预设联合细化
+
+首种子质心压缩V/L另做R=0对照；全部循环连接对象保留，逐接点核验积分电导与电荷为零。零响应条件是响应地板，不能据此再宣称正的循环募集效应。独立全幅度循环开关及其三种子结果保留于主图2和扩展图16。
+
+|输入|主→细网格总数|状态变化/32|计数变化/32|配对首峰|最大胞体RMS mV|
+|---|---|---:|---:|---:|---:|
+|V|0 → 0|0|0|0|0.005585|
+|L|0 → 0|0|0|0|0.0041699|
+
+
+所有32细胞的计数、状态、首峰、胞体均值与完整轨迹均保留。没有接受峰时潜伏期仍记缺失。历史全幅度L的时间/空间敏感性继续单列于扩展图13，没有用当前静默条件替代其检验。
+
+## 文章、图版与公开证据
+
+[38页英文论文](exports/manuscript.pdf)、[正文源](manuscript/article.md)、[LaTeX](manuscript/main.tex)、[独立编译Overleaf包](https://huggingface.co/datasets/cyd0806/neuronmimic-data/resolve/main/wu_20261108_centroid_controls/overleaf_submission.zip)、[17页PPTX](https://huggingface.co/datasets/cyd0806/neuronmimic-data/resolve/main/wu_20261108_centroid_controls/briefing.pptx)、[矢量汇报PDF](exports/吴老师汇报_质心匹配与接点时序交换_20261108.pdf)。六张复合主图25子图、20张扩展图；新主图4四个面板区分质心、分散、接点分配与循环，原主图4保留为扩展图18，新扩展图19展示全细胞与输入不变量，20展示预设细化。
+
+实际FlyWire/Amy Sterling脑及蘑菇体表面的矢量投影、真实骨架与突触继续作为解剖锚点，保留CC BY-NC4.0署名。主图、新扩展图和汇报PDF为矢量；历史扩展图2/4保留5个热图/色条栅格对象。12篇已核验文献与公开生理数据保持各自证据单位。7个Fly-ID留出的固定WT9/经验平均RMSE为35.216/32.723mV，作者QC后4个为15.820/14.192mV；24个QC判定全部重建。本轮新核验2026年Current Biology的电压依赖mAChR-B/KC侧向调制研究（10.1016/j.cub.2026.01.014）及其公开代码、钙成像工作簿和归档标识；另下载校验Zenodo的13表、5.1MB实验源工作簿并随本版数据发布。该机制调节可塑性，不把它等同于当前快速兴奋循环；资源清单见references/PUBLIC_DATA_AND_CODE.md。全文结果驱动写作，同时保留参数迁移这一实测边界。未新增动物或湿实验。
+
+## 发布与下一步
+
+本版代码和数据采用授权GitHub分支与HF新前缀`wu_20261108_centroid_controls`，全部历史版本保留。精确提交和对象核验见`metadata/publication_receipt.json`。本轮将平均到达与分散的混杂排除到时序精度，并用保持外部总输入的对照检验树上分配。下一步重点是抑制性反馈、独立膜参数约束及公开功能数据能够识别的预测；本版的细化不等于所有运行条件已数值收敛。稿件供作者评阅，尚未投稿。
diff --git a/wu_20261108_centroid_controls/README.md b/wu_20261108_centroid_controls/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..313e69c38ce8fc50277b258f78f786d4bf19060f
--- /dev/null
+++ b/wu_20261108_centroid_controls/README.md
@@ -0,0 +1,62 @@
+# Centroid-matched timing and spatial train assignment in a fixed mushroom-body network
+
+Twenty-two new simulations separate local arrival centroids from temporal spread and test the assignment of complete input trains across real synaptic sites at exactly matched per-cell input event measures. Forty raw directories (22 new, 18 distinct original references) yield 1,280 KC readouts, including 704 new, and 1,005 new accepted waveform events. The original32/15/14, real trees, directed synaptic positions, partner identities and every simulated cell remain fixed.
+
+- [38-page article](exports/manuscript.pdf), [manuscript source](manuscript/article.md), [LaTeX](manuscript/main.tex), [independently compiled Overleaf ZIP](https://huggingface.co/datasets/cyd0806/neuronmimic-data/resolve/main/wu_20261108_centroid_controls/overleaf_submission.zip).
+- [17-slide editable briefing](https://huggingface.co/datasets/cyd0806/neuronmimic-data/resolve/main/wu_20261108_centroid_controls/briefing.pptx), [vector PDF](exports/吴老师汇报_质心匹配与接点时序交换_20261108.pdf), [Chinese methods and findings](当前方法与结论.md).
+- [Six composite main figures and20 Extended Data](figures/), [canonical source tables](source_data/), [audits](validation/), [protocol](protocol.json), [publication receipt](metadata/publication_receipt.json).
+- [Verified public data and code](references/PUBLIC_DATA_AND_CODE.md), including the checksum-verified13-sheet experimental source workbook from the2026lateral-KC study.
+
+## Mean-matched spread
+
+Each original driven cell/family/slot retains its own original centroid. Reduced scales0/.5 are compared with original scale1;0 is not global synchronization. Every active contact retains18events and its original float32 weight. The maximum weighted mean-arrival error is 5e-07ms. Temporal spread and the local event envelope change together.
+
+|输入|种子|局部分散度|总接受波形数|响应细胞/32|
+|---|---|---:|---:|---:|
+|V|20261109|0|0|0|
+|V|20261109|0.5|0|0|
+|V|20261109|1|158|32|
+|V|20261110|0|0|0|
+|V|20261110|0.5|0|0|
+|V|20261110|1|127|32|
+|V|20261111|0|0|0|
+|V|20261111|0.5|0|0|
+|V|20261111|1|187|32|
+|L|20261109|0|0|0|
+|L|20261109|0.5|0|0|
+|L|20261109|1|188|32|
+|L|20261110|0|0|0|
+|L|20261110|0.5|0|0|
+|L|20261110|1|188|32|
+|L|20261111|0|0|0|
+|L|20261111|0.5|0|0|
+|L|20261111|1|159|32|
+
+
+## Exact-envelope train reassignment
+
+Complete trains are permuted among equal-weight contacts within each cell/family using a frozen table. Every per-cell/family weighted event-time multiset remains exact; the sites receiving each train change. Counts, support, latencies and voltage remain separate network readouts.
+
+|输入|种子|原始→交换总数|计数变化细胞/32|响应状态变化/32|最大首峰偏移ms|
+|---|---|---|---:|---:|---:|
+|V|20261109|158 → 157|1|0|11.1|
+|V|20261110|127 → 158|31|0|32.2|
+|V|20261111|187 → 128|31|0|18.525|
+|L|20261109|188 → 158|30|0|3.3|
+|L|20261110|188 → 216|30|0|210.75|
+|L|20261111|159 → 188|31|0|56.925|
+
+
+## Prospective numerical probes
+
+Two first-seed centroid-collapse V/L conditions halve maximum cable extent, dt and initiation sample spacing. The same input and detector are retained. The source table includes all64cell-condition pairs and missing onsets.
+
+|输入|主→细网格总数|状态变化/32|计数变化/32|配对首峰|最大胞体RMS mV|
+|---|---|---:|---:|---:|---:|
+|V|0 → 0|0|0|0|0.005585|
+|L|0 → 0|0|0|0|0.0041699|
+
+
+See [REPRODUCIBILITY.md](REPRODUCIBILITY.md) for original dependency restoration and compact figure replay. Main figures, new Extended Data19/20 and delivery briefing PDF contain no raster objects; historical heatmap/colorbar rasters remain explicitly inventoried. Actual anatomical meshes retain source-specific attribution and terms. All prior positive and null results remain with their immutable releases. No additional animals or journal submission.
+
+GitHub `ydchen0806/bio_fly_cyber_lateralization`, branch `research/wu-structure-function-20261104`; HF `cyd0806/neuronmimic-data`, additive prefix `wu_20261108_centroid_controls`. Exact revisions and preserved historical objects are in the receipt.
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new file mode 100644
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