Alternatives and similar repositories for pytorch-spiking

Users that are interested in pytorch-spiking 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
  ☆53Updated 5 years ago
• electronicvisions / norse
  Deep learning for spiking neural networks
  ☆68Updated last year
• kmheckel / spyx
  Spyx: Spiking Neural Networks in JAX
  ☆128Updated last month
• chan8972 / Enabling_Spikebased_Backpropagation
  ☆34Updated 5 years ago
• BINDS-LAB-UMASS / bindsnet
  Simulation of spiking neural networks (SNNs) using PyTorch.
  ☆44Updated last year
• IGITUGraz / L2L
  Learning to Learn: Gradient-free Optimization framework
  ☆36Updated 4 years ago
• nengo / keras-spiking
  Spiking neuron integration for Keras
  ☆32Updated 9 months ago
• nengo / nengo-dl
  Deep learning integration for Nengo
  ☆92Updated 9 months ago
• synsense / rockpool
  A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…
  ☆75Updated last week
• BasBuller / PySNN
  Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration
  ☆231Updated last year
• brian-team / brian2cuda
  A brian2 extension to simulate spiking neural networks on GPUs
  ☆66Updated 3 weeks ago
• smonsays / equilibrium-propagation
  Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.
  ☆38Updated 5 years ago
• BerenMillidge / PredictiveCodingBackprop
  Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"
  ☆165Updated 5 years ago
• vvvityaaa / awesome-spiking-neural-networks
  A curated list of materials for Spiking Neural Networks, 3rd generation of artificial neural networks.
  ☆68Updated 3 years ago
• IGITUGraz / eligibility_propagation
  ☆102Updated last year
• IGITUGraz / LSM
  Liquid State Machines in Python and NEST
  ☆75Updated 5 years ago
• lava-nc / lava-dnf
  Dynamic Neural Fields with Lava
  ☆46Updated 2 weeks ago
• Saran-nns / sorn
  PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym
  ☆39Updated last year
• NACLab / ngc-learn
  NGC-Learn: Neurobiological Systems Simulation and NeuroAI Design in Python
  ☆170Updated last week
• norse / notebooks
  Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.
  ☆33Updated last year
• IGITUGraz / LSNN-official
  Long short-term memory Spiking Neural Networks
  ☆107Updated 5 years ago
• djsaunde / spiketorch
  Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this pro…
  ☆90Updated 7 years ago
• google / ihmehimmeli
  ☆144Updated 4 years ago
• julestalloen / pytorch-hebbian
  A lightweight and flexible framework for Hebbian learning in PyTorch.
  ☆95Updated last year
• NeuromorphicComputing / SoftHebb
  ☆91Updated last year
• genn-team / ml_genn
  A library for deep learning with Spiking Neural Networks (SNN).
  ☆37Updated 2 weeks 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…
  ☆29Updated 11 months ago
• reservoirpy / awesome-reservoir-computing
  Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).
  ☆60Updated 4 years ago
• fzenke / spytorch
  Tutorial for surrogate gradient learning in spiking neural networks
  ☆349Updated last year
• fzenke / pub2018superspike
  Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.
  ☆58Updated 7 years ago