Alternatives and similar repositories for spyx

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

• neuromorphs / NIR
  Neuromorphic Intermediate Representation reference implementation
  ☆128Updated last month
• PGI15 / snnax
  Spiking neural networks in JAX with equinox.
  ☆26Updated last year
• genn-team / ml_genn
  A library for deep learning with Spiking Neural Networks (SNN).
  ☆34Updated last week
• NeuromorphicComputing / SoftHebb
  ☆86Updated last year
• synsense / rockpool
  A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…
  ☆73Updated 2 months ago
• NeuroBench / neurobench
  Benchmark harness and baseline results for the NeuroBench algorithm track.
  ☆92Updated last month
• fzenke / spytorch
  Tutorial for surrogate gradient learning in spiking neural networks
  ☆327Updated last year
• rain-neuromorphics / energy-based-learning
  Code to simulate energy-based analog systems and equilibrium propagation
  ☆29Updated 5 months ago
• nengo / pytorch-spiking
  Spiking neuron integration for PyTorch
  ☆41Updated 6 months ago
• lolemacs / pytorch-eventprop
  A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks
  ☆52Updated 4 years ago
• ago109 / predictive-forward-forward
  Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurren…
  ☆60Updated 2 years ago
• electronicvisions / jaxsnn
  jaxsnn is an event-based approach to machine-learning-inspired training and simulation of SNNs, including support for the BrainScaleS-2 n…
  ☆23Updated last month
• electronicvisions / norse
  Deep learning for spiking neural networks
  ☆69Updated last year
• norse / notebooks
  Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.
  ☆32Updated last year
• 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 8 months ago
• vvvityaaa / awesome-spiking-neural-networks
  A curated list of materials for Spiking Neural Networks, 3rd generation of artificial neural networks.
  ☆67Updated 3 years ago
• L0SG / feedback-alignment-pytorch
  Implementation of feedback alignment learning in PyTorch
  ☆31Updated 2 years ago
• anilkagak2 / FPTT
  Training Recurrent Neural Networks via Forward Propagation Through Time
  ☆42Updated 4 years ago
• jsalbert / biotorch
  BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms
  ☆51Updated last year
• neuromorphs / tonic
  Event datasets and transforms.
  ☆256Updated 3 months ago
• electronicvisions / lauscher
  ☆27Updated this week
• IGITUGraz / eligibility_propagation
  ☆94Updated last year
• NACLab / ngc-learn
  NGC-Learn: Neurobiological Systems Simulation and NeuroAI Design in Python
  ☆161Updated last month
• liukidar / pcx
  Predictive Coding JAX-based library
  ☆81Updated 4 months ago
• NeuromorphicComputing / STPN
  ☆29Updated last year
• open-neuromorphic / open-neuromorphic
  A list of neuromorphic software projects
  ☆250Updated 2 months ago
• lkriener / yin_yang_data_set
  This small deep learning dataset was developed for research on biologically plausible error-backpropagation and deep learning in spiking …
  ☆29Updated 8 months ago
• ykubo82 / bioCHL
  Neurons learn by predicting future activity
  ☆29Updated 3 years ago
• BasBuller / PySNN
  Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration
  ☆229Updated last year
• BINDS-LAB-UMASS / bindsnet
  Simulation of spiking neural networks (SNNs) using PyTorch.
  ☆43Updated last year