Alternatives and similar repositories for snnax

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

• kmheckel / spyx
  Spyx: Spiking Neural Networks in JAX
  ☆131Updated 3 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…
  ☆30Updated last year
• electronicvisions / jaxsnn
  jaxsnn is an event-based approach to machine-learning-inspired training and simulation of SNNs, including support for the BrainScaleS-2 n…
  ☆29Updated 2 months ago
• neuromorphs / NIR
  Neuromorphic Intermediate Representation reference implementation
  ☆146Updated last week
• NeuromorphicComputing / SoftHebb
  ☆92Updated 2 years ago
• fzenke / spytorch
  Tutorial for surrogate gradient learning in spiking neural networks
  ☆351Updated last year
• liukidar / pcx
  Predictive Coding JAX-based library
  ☆86Updated 9 months ago
• anilkagak2 / FPTT
  Training Recurrent Neural Networks via Forward Propagation Through Time
  ☆42Updated 4 years ago
• NicolasZucchet / minimal-LRU
  Non official implementation of the Linear Recurrent Unit (LRU, Orvieto et al. 2023)
  ☆61Updated 4 months ago
• 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
• smonsays / equilibrium-propagation
  Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.
  ☆39Updated 6 years ago
• IGITUGraz / L2L
  Learning to Learn: Gradient-free Optimization framework
  ☆36Updated 4 years ago
• NeuromorphicComputing / STPN
  ☆31Updated 2 years 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
• electronicvisions / norse
  Deep learning for spiking neural networks
  ☆68Updated last year
• jsalbert / biotorch
  BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms
  ☆56Updated last year
• rain-neuromorphics / energy-based-learning
  Code to simulate energy-based analog systems and equilibrium propagation
  ☆31Updated 9 months ago
• genn-team / ml_genn
  A library for deep learning with Spiking Neural Networks (SNN).
  ☆38Updated last month
• IGITUGraz / eligibility_propagation
  ☆103Updated last year
• ykubo82 / bioCHL
  Neurons learn by predicting future activity
  ☆30Updated 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
  ☆31Updated last year
• nengo / pytorch-spiking
  Spiking neuron integration for PyTorch
  ☆41Updated 10 months ago
• BerenMillidge / PredictiveCodingBackprop
  Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"
  ☆168Updated 5 years ago
• NeuroBench / neurobench
  Benchmark harness and baseline results for the NeuroBench algorithm track.
  ☆104Updated 3 weeks ago
• NicolasZucchet / Online-learning-LR-dependencies
  Implementation of the "Online learning of long-range dependencies" paper, NeurIPS 2023
  ☆21Updated last year
• romanpogodin / towards-bio-plausible-conv
  ☆14Updated 4 years ago
• jaxleyverse / jaxley
  Differentiable neuron simulations with biophysical detail on CPU, GPU, or TPU.
  ☆172Updated this week
• Poirazi-Lab / dendrify
  Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.
  ☆43Updated 2 weeks ago
• lava-nc / lava-optimization
  Neuromorphic mathematical optimization with Lava
  ☆64Updated 2 weeks ago
• kozleo / Building_Transformers_from_Neurons_and_Astrocytes
  Two self-contained notebooks to perform "weight transformer" from pretrained Transformer model to neuron-astrocyte network.
  ☆24Updated 2 years ago