Discover ganguli-lab/RetinalResources Open Source project

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ganguli-lab

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Code for "A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs", ICLR 2019

Synaptic-Flow

Jupyter Notebook

214

twpca

🕝 Time-warped principal components analysis (twPCA)

Jupyter Notebook

121

pathint

Code to accompany our paper "Continual Learning Through Synaptic Intelligence" ICML 2017

Jupyter Notebook

deepchaos

Experiments for the paper "Exponential expressivity in deep neural networks through transient chaos"

Jupyter Notebook

degrees-of-freedom

Python

proxalgs

Proximal algorithms and operators in python

Python

minFunc

unconstrained optimization tools

MATLAB

RetinalCellTypes

Jupyter Notebook

Complex_Synapse

Complex Synapse Project: notes, Matlab code, poster, slides

TeX

nems

Neural encoding models

Python

textureSynth

A fork of the Portilla and Simoncelli texture synthesis code

MATLAB

rica

Reconstruction ICA (http://papers.nips.cc/paper/4467-ica-with-reconstruction-cost-for-efficient-overcomplete-feature-learning)

Python

tensorAMP

code to reproduce simulations from Statistical mechanics of low-rank tensor decomposition, NIPS 2018

steerable_pyramid

Matlab tools for multi-scale image processing, from Eero Simoncelli's lab (http://www.cns.nyu.edu/~eero/steerpyr/)

MATLAB

pyGLM

python GLM

Python

deep-retina-reduction

Model reduction of deep retina models

website

Ganguli Lab website

JavaScript

projecting-manifolds

Code for paper "Random projections of random manifolds".

Python

Energy_Accuracy_Tradeoff_Cellular_Sensing

A repo for supplemental videos and code associated with the paper https://arxiv.org/abs/2002.10567

ganguli-lab/RetinalResources

ganguli-lab

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