Alternatives and similar repositories for sparse-coding

Users that are interested in sparse-coding are comparing it to the libraries listed below

• libilab / PCN-with-Local-Recurrent-Processing
  Code for "Deep predictive coding network with local recurrent processing for object recognition"
  ☆30Updated last year
• dicarlolab / vonenet
  Repository for VOneNet models
  ☆120Updated last year
• willwx / sign-symmetry
  ☆28Updated 6 years ago
• tomMoral / adopty
  ☆19Updated 6 years ago
• Alfo5123 / Variational-Sparse-Coding
  Reproducing the paper "Variational Sparse Coding" for the ICLR 2019 Reproducibility Challenge
  ☆62Updated 2 years ago
• sompolinsky-lab / dnn-object-manifolds
  ☆52Updated 4 years ago
• ganguli-lab / RetinalResources
  Code for "A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs", ICLR 2019
  ☆49Updated 7 years ago
• MachineLearningLifeScience / stochman
  Algorithms for computations on random manifolds made easier
  ☆94Updated 2 years ago
• sinzlab / neural_cotraining
  The code for performing MTL on object recognition with neural data
  ☆16Updated 4 years ago
• Animadversio / Foveated_Saccade_SimCLR
  Official code base for NeurIPS 2021 SVRHM Workshop poster "On the use of Cortical Magnification and Saccades as Biological Proxies for Da…
  ☆13Updated 2 years ago
• neuroailab / Neural-Alignment
  ☆24Updated 5 years ago
• makrout / Deep-Learning-without-Weight-Transport
  Deep Learning without Weight Transport
  ☆36Updated 6 years ago
• Laborieux-Axel / holomorphic_eqprop
  Repository to reproduce the results of the paper "Holomorphic Equilibrium Propagation Computes Exact Gradients Through Finite Size Oscill…
  ☆11Updated last year
• siplab-gt / VAELLS
  Code for "Variational Autoencoder with Learned Latent Structure"
  ☆34Updated 4 years ago
• BerenMillidge / Predictive_Coding_Papers
  A repository collating interesting and/or influential predictive coding papers
  ☆90Updated 4 years ago
• catniplab / tree_structured_rslds
  Tree-structured recurrent switching linear dynamical systems
  ☆37Updated 5 years ago
• neuroailab / tnn
  Biologically-realistic recurrent convolutional neural networks
  ☆98Updated 2 years ago
• ganguli-lab / grid-pattern-formation
  repository for grid cell network code
  ☆72Updated 3 years ago
• hmorioka / TCL
  Time-Contrastive Learning
  ☆68Updated 7 years ago
• glajoie / MAT6115_Dynamical_Systems
  Support material for MAT6115, Université de Montréal, Fall 2018
  ☆28Updated 2 years ago
• dicarlolab / retinawarp
  Tensorflow implementation of fisheye transformation, mimicking the spatial sampling properties in the primate retina
  ☆17Updated 6 years ago
• tejparr / nmpassing
  neuronal message passing
  ☆19Updated 7 years ago
• slinderman / recurrent-slds
  Recurrent Switching Linear Dynamical Systems
  ☆116Updated 2 years ago
• EmilienDupont / neural-processes
  Pytorch implementation of Neural Processes for functions and images
  ☆236Updated 3 years ago
• jsalbert / biotorch
  BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms
  ☆56Updated last year
• smonsays / equilibrium-propagation
  Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.
  ☆39Updated 6 years ago
• zhd96 / pi-vae
  Poisson Identifiable VAE (pi-VAE)
  ☆52Updated 4 years ago
• libilab / PCN-with-Global-Recurrent-Processing
  Code for "Deep predictive coding network for object recognition"
  ☆25Updated 5 years ago
• dragen1860 / pytorch-mnist-vae
  Pytorch Implementation of variational auto-encoder for MNIST
  ☆61Updated 7 years ago
• schung039 / neural_manifolds_replicaMFT
  ☆76Updated 3 years ago