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Adaptive whitening in neural populations with gain-modulating interneurons
Introduction
This repo is associated with our project on adaptive online whitening using overcomplete projections and gain modulation. We presented this as a poster at COSYNE 2023 [1], and as a manuscript/poster at ICML 2023 [2].
Installation
Pull this repo, cd to it, and pip install -e .
Code to reproduce figures and experiments
The frame_whitening/ directory contains code central to the project, including the algorithm, and utility functions. The figures/ directory contains the ipynb files to reproduce the figures in the paper. These can be viewed online directly.