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@rctn Redwood Center for Theoretical Neuroscience

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    17 repositories

    • sparsecoding

      Public
      Reference sparse coding implementations for efficient learning and inference.
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •4•18•10•12•Updated Dec 4, 2024Dec 4, 2024

    • pseudocerebellum

      Public
      Information about the cerebellum as an associative memory
      1•2•0•0•Updated Nov 3, 2021Nov 3, 2021

    • ComputationalWorkshops

      Public
      Computational Workshops held at Redwood in Spring 2017
      Jupyter Notebook
      •0•2•0•0•Updated Sep 25, 2017Sep 25, 2017

    • DeepLearningReadingGroup

      Public
      Repository based on the UC Berkeley Deep Learning Reading Group. A place to implement code pertaining to the book "Deep Learning" by Goodfellow et. al. and personal projects related to the topics discussed.
      Jupyter Notebook
      •5•2•0•0•Updated Aug 9, 2017Aug 9, 2017

    • infer-moto3D

      Public
      Internal model of 3D that includes tactile/haptic, motor and sensory systems.
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •0•1•0•0•Updated Dec 1, 2016Dec 1, 2016

    • scene-sparse

      Public
      Exploring scene specific sparse coded dictionaries
      Python
      •1•1•0•0•Updated Oct 29, 2016Oct 29, 2016

    • DNN_Tutorial

      Public
      A quick tutorial on deep networks using Keras.
      Jupyter Notebook
      •
      MIT License
      •1•1•0•0•Updated Apr 15, 2016Apr 15, 2016

    • cortex-cluster-examples

      Public
      Collection of test scripts to use the Redwood Cluster
      Python
      •0•1•0•0•Updated Mar 3, 2016Mar 3, 2016

    • RCTN-neuro-bootcamp

      Public
      Repo for the RCTN section of the HWNI Neuroscience Boot Camp
      Python
      •0•2•0•0•Updated Sep 13, 2015Sep 13, 2015

    • CapacityOptimization

      Public
      This is a public repository for code related to the IEDM 2014 conference paper: Engel et al., "Capacity Optimization of Emerging Memory Systems: A Shannon-Inspired Approach to Device Characterization".
      Python
      •1•1•0•0•Updated Aug 28, 2015Aug 28, 2015

    • shape-basis-3d

      Public
      3D Shape basis.
      Python
      •0•0•0•0•Updated Apr 19, 2015Apr 19, 2015

    • gpupy

      Public
      Wrapper for cuBlas\NumbaPro functions that provides drop in support for NumPy functions on GPU
      Python
      •
      MIT License
      •0•4•8•0•Updated Jan 22, 2015Jan 22, 2015

    • sesemo

      Public
      Simultaneous Estimation of Sensory and Motor Representations (SESEMO)
      TeX
      •
      GNU General Public License v3.0
      •0•1•2•0•Updated Oct 10, 2014Oct 10, 2014

    • DeepBoltzmannRN

      Public
      Deep Boltzmann Machines in R^N dimensions
      Python
      •1•11•3•0•Updated May 14, 2014May 14, 2014

    • Mime-Networks

      Public
      Implements SFO, and reproduces figures from paper.
      Python
      •36•1•0•0•Updated Mar 14, 2014Mar 14, 2014

    • HMC_reducedflip

      Public
      Hamiltonian Markov Chain sampling with reduced flipping alternatives.
      MATLAB
      •3•2•0•0•Updated Jan 3, 2014Jan 3, 2014

    • PMPF

      Public
      Persitent Minimum Probability Flow learning on natural images using the Gaussian Bernoulli Restricted Boltzmann Machine.
      MATLAB
      •0•1•0•0•Updated Sep 24, 2013Sep 24, 2013