Ganguli Lab

All

29 repositories

Synaptic-Flow
Public
Jupyter Notebook
•47•218•4•1•Updated Jul 25, 2024Jul 25, 2024
Complex_Synapse
Public
Complex Synapse Project: notes, Matlab code, poster, slides
TeX
•2•8•0•0•Updated May 14, 2024May 14, 2024
lif_avalanche_and_stim
Public
Python
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Apache License 2.0
•1•0•0•0•Updated Apr 14, 2023Apr 14, 2023
grid-pattern-formation
Public
repository for grid cell network code
Jupyter Notebook
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Apache License 2.0
•18•53•2•0•Updated Jan 11, 2023Jan 11, 2023
website
Public
Ganguli Lab website
JavaScript
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MIT License
•1•2•0•0•Updated Dec 15, 2022Dec 15, 2022
Energy_Accuracy_Tradeoff_Cellular_Sensing
Public
A repo for supplemental videos and code associated with the paper https://arxiv.org/abs/2002.10567
papers supplemental
0•1•0•0•Updated Sep 3, 2022Sep 3, 2022
degrees-of-freedom
Public
Python
•3•36•0•0•Updated Feb 4, 2022Feb 4, 2022
twpca
Public
🕝 Time-warped principal components analysis (twPCA)
neuroscience dimensionality-reduction principal-components time-warp
Jupyter Notebook
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MIT License
•24•124•4•0•Updated Apr 14, 2021Apr 14, 2021
deep-retina-reduction
Public
Model reduction of deep retina models
0•2•0•0•Updated Oct 24, 2019Oct 24, 2019
projecting-manifolds
Public
Code for paper "Random projections of random manifolds".
Python
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MIT License
•2•2•0•0•Updated Jun 20, 2019Jun 20, 2019
proxalgs
Public
Proximal algorithms and operators in python
Python
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MIT License
•11•25•1•0•Updated May 11, 2019May 11, 2019
RetinalCellTypes
Public
Jupyter Notebook
•4•10•0•0•Updated Mar 20, 2019Mar 20, 2019
EmergentElasticityAnalysisAndSimulations
Public
Code for "Emergent Elasticity in the Neural Code For Space"
MATLAB
•2•0•0•0•Updated Jan 9, 2019Jan 9, 2019
RetinalResources
Public
Code for "A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs", ICLR 2019
Jupyter Notebook
•13•48•0•0•Updated Jan 7, 2019Jan 7, 2019
nems
Public
Neural encoding models
Python
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MIT License
•5•8•1•0•Updated Nov 6, 2018Nov 6, 2018
tensorAMP
Public
code to reproduce simulations from Statistical mechanics of low-rank tensor decomposition, NIPS 2018
0•4•0•0•Updated Oct 23, 2018Oct 23, 2018
pathint
Public
Code to accompany our paper "Continual Learning Through Synaptic Intelligence" ICML 2017
Jupyter Notebook
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MIT License
•26•98•1•0•Updated Aug 14, 2018Aug 14, 2018
Saturation_Enhanced_Plasticity
Public
Code for generating computational figures in paper
MATLAB
•0•0•0•0•Updated Mar 16, 2017Mar 16, 2017
deepchaos
Public
Experiments for the paper "Exponential expressivity in deep neural networks through transient chaos"
Jupyter Notebook
•22•70•0•0•Updated Jun 9, 2016Jun 9, 2016
single-trial
Public
Theoretical understanding of single-trial analysis
Julia
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GNU General Public License v2.0
•0•0•0•0•Updated Nov 1, 2015Nov 1, 2015
rica
Public
Reconstruction ICA (http://papers.nips.cc/paper/4467-ica-with-reconstruction-cost-for-efficient-overcomplete-feature-learning)
Python
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MIT License
•3•4•0•0•Updated Nov 27, 2014Nov 27, 2014
Slides-Madhu
Public
TeX
•0•0•0•0•Updated Apr 9, 2014Apr 9, 2014
pyGLM
Public
python GLM
Python
•2•3•0•0•Updated Feb 20, 2014Feb 20, 2014
minFunc
Public
unconstrained optimization tools
MATLAB
•12•14•0•0•Updated Mar 21, 2013Mar 21, 2013
phase-coupling-estimation
Public
Implementation of Phase Coupling Estimation in Python and Matlab (see http://arxiv.org/abs/0906.3844 )
Python
•11•0•0•0•Updated Mar 9, 2013Mar 9, 2013
steerable_pyramid
Public
Matlab tools for multi-scale image processing, from Eero Simoncelli's lab (http://www.cns.nyu.edu/~eero/steerpyr/)
MATLAB
•5•3•0•0•Updated Jan 29, 2013Jan 29, 2013
textureSynth
Public
A fork of the Portilla and Simoncelli texture synthesis code
MATLAB
•4•7•0•0•Updated Jan 23, 2013Jan 23, 2013
pylearn
Public
A Machine Learning library based on Theano
Python
•1.1k•0•0•0•Updated Jan 15, 2013Jan 15, 2013
Theano
Public
Optimizing GPU-meta-programming code generating array oriented optimizing math compiler in Python
Python
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Other
•2.5k•0•0•0•Updated Dec 20, 2012Dec 20, 2012