DM-Diaz commited on
Commit
6ebb2ad
·
verified ·
1 Parent(s): 719a433

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +37 -3
README.md CHANGED
@@ -1,3 +1,37 @@
1
- ---
2
- license: apache-2.0
3
- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # VEDB SimCLR ResNet-18 — Fovea-Gaze
2
+
3
+ This repository contains the **Fovea-Gaze SimCLR ResNet-18 checkpoint** associated with:
4
+
5
+ **Diaz, D. M., & Henderson, M. M. (2026). _Eccentricity-Constrained CNN Training Reveals Adaptive Information Coding Around the Visual Field._ Proceedings of the 9th Conference on Cognitive Computational Neuroscience.**
6
+
7
+ **DOI:** `10.32470/0416gfsq`
8
+ **arXiv:** `2607.19316`
9
+
10
+ This model is part of the **[Eccentricity-Constrained SimCLR Models (VEDB)](https://hf.co/collections/DM-Diaz/eccentricity-constrained-simclr-models-vedb)** collection.
11
+
12
+ ## Model
13
+
14
+ - **Architecture:** ResNet-18
15
+ - **Training:** SimCLR self-supervised pretraining
16
+ - **Dataset:** Visual Experience Dataset (VEDB)
17
+ - **Condition:** Fovea-Gaze
18
+ - **Epoch:** 120
19
+ - **Checkpoint:** `simclr_resnet18_fovea-gaze_epoch120.pth.tar`
20
+
21
+ The **Fovea-Gaze** condition was pretrained using gaze-centered central visual information derived from VEDB frames.
22
+
23
+ ## Release Status
24
+
25
+ The pretrained checkpoint is available now. A complete model card, training documentation, and evaluation code will be added shortly.
26
+
27
+ ## Citation
28
+
29
+ ```bibtex
30
+ @inproceedings{diaz2026eccentricity,
31
+ author = {Diaz, Dylan M. and Henderson, Margaret M.},
32
+ title = {Eccentricity-Constrained CNN Training Reveals Adaptive Information Coding Around the Visual Field},
33
+ booktitle = {Proceedings of the 9th Conference on Cognitive Computational Neuroscience},
34
+ address = {New York, NY, USA},
35
+ year = {2026},
36
+ doi = {10.32470/0416gfsq}
37
+ }