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Ganguli Lab's Projects

deepchaos icon deepchaos

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

pathint icon pathint

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

proxalgs icon proxalgs

Proximal algorithms and operators in python

pylearn icon pylearn

A Machine Learning library based on Theano

retinalresources icon retinalresources

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

rica icon rica

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

steerable_pyramid icon steerable_pyramid

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

tensoramp icon tensoramp

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

texturesynth icon texturesynth

A fork of the Portilla and Simoncelli texture synthesis code

theano icon theano

Optimizing GPU-meta-programming code generating array oriented optimizing math compiler in Python

twpca icon twpca

🕝 Time-warped principal components analysis (twPCA)

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