ganguli-lab/Complex_Synapse

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ganguli-lab/Complex_Synapse

ganguli-lab

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

Synaptic-Flow

Jupyter Notebook

twpca

🕝 Time-warped principal components analysis (twPCA)

Jupyter Notebook

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

RetinalResources

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

Jupyter Notebook

degrees-of-freedom

proxalgs

Proximal algorithms and operators in python

minFunc

unconstrained optimization tools

RetinalCellTypes

Jupyter Notebook

nems

Neural encoding models

textureSynth

A fork of the Portilla and Simoncelli texture synthesis code

rica

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

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/)

pyGLM

deep-retina-reduction

Model reduction of deep retina models

website

Ganguli Lab website

projecting-manifolds

Code for paper "Random projections of random manifolds".

Energy_Accuracy_Tradeoff_Cellular_Sensing

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