Alternatives and similar repositories for holomorphic_eqprop

Users that are interested in holomorphic_eqprop are comparing it to the libraries listed below

• lolemacs / pytorch-eventprop
  A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks
  ☆52Updated 5 years ago
• L0SG / feedback-alignment-pytorch
  Implementation of feedback alignment learning in PyTorch
  ☆31Updated 2 years ago
• smonsays / equilibrium-propagation
  Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.
  ☆37Updated 5 years ago
• romanpogodin / towards-bio-plausible-conv
  ☆14Updated 4 years ago
• ykubo82 / bioCHL
  Neurons learn by predicting future activity
  ☆29Updated 4 years ago
• jsalbert / biotorch
  BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms
  ☆53Updated last year
• ernoult / updatesEPgradientsBPTT
  Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input (NeurIPS 2019)
  ☆14Updated last year
• lpjiang97 / sparse-coding
  An implementation of Olshausen and Field (96) in PyTorch
  ☆32Updated 5 years ago
• ThomasMiconi / HebbianCNNPyTorch
  Automatic Hebbian learning in multi-layer convolutional networks with PyTorch, by expressing Hebbian plasticity rules as gradients
  ☆40Updated 2 years ago
• IGITUGraz / L2L
  Learning to Learn: Gradient-free Optimization framework
  ☆36Updated 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…
  ☆12Updated 2 years ago
• juntang-zhuang / TorchDiffEqPack
  ☆48Updated 2 years ago
• sinzlab / neural_cotraining
  The code for performing MTL on object recognition with neural data
  ☆15Updated 4 years ago
• meulemansalex / theoretical_framework_for_target_propagation
  Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation
  ☆32Updated last year
• liukidar / pcx
  Predictive Coding JAX-based library
  ☆83Updated 6 months ago
• kmheckel / spyx
  Spyx: Spiking Neural Networks in JAX
  ☆126Updated last year
• apayeur / spikingburstprop
  Auryn-based simulation of multiplexing and burst-dependent plasticity
  ☆24Updated 4 years ago
• EPFL-LCN / pub-illing2021-neurips
  Public code for Illing, Ventura, Bellec & Gerstner 2021: Local plasticity rules can learn deep representations using self-supervised cont…
  ☆25Updated last year
• willwx / sign-symmetry
  ☆28Updated 6 years ago
• NeuromorphicComputing / SoftHebb
  ☆90Updated last year
• joaquimcampos / DeepSplines
  Learning Activation Functions in Deep (Spline) Neural Networks
  ☆28Updated 2 years ago
• RobertRosenbaum / Torch2PC
  Software for using predictive coding algorithms to train PyTorch models.
  ☆26Updated last year
• julestalloen / pytorch-hebbian
  A lightweight and flexible framework for Hebbian learning in PyTorch.
  ☆91Updated last year
• DimaKrotov / Dense_Associative_Memory
  Example of Dense Associative Memory training on MNIST
  ☆41Updated 3 years ago
• BerenMillidge / PredictiveCodingBackprop
  Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"
  ☆162Updated 4 years ago
• NeuromorphicComputing / STPN
  ☆30Updated 2 years ago
• dicarlolab / vonenet
  Repository for VOneNet models
  ☆118Updated 9 months ago
• jordan-g / Burstprop
  Code to train on MNIST, CIFAR-10 and ImageNet using burstprop.
  ☆37Updated 4 years ago
• jordan-g / PyTorch-Feedback-Alignment-Layers
  PyTorch implementation of linear and convolutional layers with fixed, random feedback weights.
  ☆14Updated 4 years ago
• tk-rusch / coRNN
  Official code for Coupled Oscillatory RNN (ICLR 2021, Oral)
  ☆50Updated 4 years ago