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
  ☆49Updated 4 years ago
• smonsays / equilibrium-propagation
  Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.
  ☆35Updated 5 years ago
• NeuromorphicComputing / STPN
  ☆29Updated last year
• IGITUGraz / eligibility_propagation
  ☆91Updated last year
• jsalbert / biotorch
  BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms
  ☆49Updated last year
• Laborieux-Axel / Equilibrium-Propagation
  EP
  ☆17Updated 4 years ago
• romanpogodin / towards-bio-plausible-conv
  ☆14Updated 3 years ago
• jordan-g / Burstprop
  Code to train on MNIST, CIFAR-10 and ImageNet using burstprop.
  ☆37Updated 4 years ago
• ThomasMiconi / HebbianCNNPyTorch
  Automatic Hebbian learning in multi-layer convolutional networks with PyTorch, by expressing Hebbian plasticity rules as gradients
  ☆38Updated 2 years ago
• NeuromorphicComputing / SoftHebb
  ☆77Updated last year
• romainzimmer / s2net
  Supervised Spiking Network
  ☆80Updated 2 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…
  ☆24Updated last year
• ernoult / updatesEPgradientsBPTT
  Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input (NeurIPS 2019)
  ☆13Updated last year
• rain-neuromorphics / energy-based-learning
  Code to simulate energy-based analog systems and equilibrium propagation
  ☆27Updated 2 months ago
• JulianGoeltz / fastAndDeep
  ☆21Updated 3 months ago
• meulemansalex / theoretical_framework_for_target_propagation
  Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation
  ☆32Updated 7 months ago
• IGITUGraz / H-Mem
  Code for Limbacher, T. and Legenstein, R. (2020). H-Mem: Harnessing synaptic plasticity with Hebbian Memory Networks
  ☆13Updated 3 years ago
• vvvityaaa / awesome-spiking-neural-networks
  A curated list of materials for Spiking Neural Networks, 3rd generation of artificial neural networks.
  ☆64Updated 2 years ago
• apayeur / spikingburstprop
  Auryn-based simulation of multiplexing and burst-dependent plasticity
  ☆23Updated 4 years ago
• L0SG / feedback-alignment-pytorch
  Implementation of feedback alignment learning in PyTorch
  ☆31Updated 2 years ago
• IGITUGraz / LSM
  Liquid State Machines in Python and NEST
  ☆72Updated 4 years ago
• IGITUGraz / LSNN-official
  Long short-term memory Spiking Neural Networks
  ☆103Updated 5 years ago
• anilkagak2 / FPTT
  Training Recurrent Neural Networks via Forward Propagation Through Time
  ☆41Updated 3 years ago
• fmi-basel / latent-predictive-learning
  Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…
  ☆26Updated 4 months ago
• PGI15 / snnax
  Spiking neural networks in JAX with equinox.
  ☆22Updated 9 months ago
• BINDS-LAB-UMASS / bindsnet
  Simulation of spiking neural networks (SNNs) using PyTorch.
  ☆44Updated last year
• kmheckel / spyx
  Spyx: Spiking Neural Networks in JAX
  ☆122Updated 7 months ago
• nengo / pytorch-spiking
  Spiking neuron integration for PyTorch
  ☆41Updated 2 months ago
• electronicvisions / norse
  Deep learning for spiking neural networks
  ☆69Updated last year
• ChFrenkel / eprop-PyTorch
  PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.
  ☆51Updated 3 years ago