https://github.com/lyndond/multi_timescale_whitening

https://github.com/lyndond/multi_timescale_whitening

Last synced: 4 days ago
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• Host: GitHub
• URL: https://github.com/lyndond/multi_timescale_whitening
• Owner: lyndond
• License: mit
• Created: 2023-08-24T15:09:48.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-11-09T15:59:08.000Z (about 1 year ago)
• Last Synced: 2023-11-09T16:50:06.577Z (about 1 year ago)
• Language: Jupyter Notebook
• Size: 2.02 MB
• Stars: 2
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Adaptive whitening with fast gain modulation and slow synaptic plasticity



## Introduction

This repo is associated with our project on adaptive (i.e. context-dependent) whitening using concurrent gain modulation and synaptic plasticity [1]. The work here builds on our previous work on adaptive whitening using gain modulation with an overcomplete basis [2].

## Code to reproduce figures and experiments

 The `figures/` directory contains ipynb files with simulations from the paper.

## References

[1] [Duong L. R., Simoncelli E. P., Chklovskii D. B., & Lipshutz, D. (2023). Adaptive whitening with fast gain modulation and slow synaptic plasticity. _Neural Information Processing Systems (NeurIPS -- Spotlight)_, New Orleans, LA, USA.](  

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[2] [Duong L. R.\*, Lipshutz D.\*, Heeger D. J., Chklovskii D. B., & Simoncelli E. P. (2023). Adaptive whitening in neural populations with gain-modulating interneurons. _International Conference on Machine Learning (ICML)_, Honolulu, HI, USA.](  

)