Alternatives and similar repositories for models:

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

• IGITUGraz / eligibility_propagation
  ☆89Updated last year
• nitin-rathi / hybrid-snn-conversion
  Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation
  ☆99Updated 3 years ago
• lava-nc / lava-dl
  Deep Learning library for Lava
  ☆154Updated last month
• norse / notebooks
  Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.
  ☆29Updated 9 months ago
• neuromorphs / NIR
  Neuromorphic Intermediate Representation reference implementation
  ☆97Updated 2 weeks ago
• ChFrenkel / eprop-PyTorch
  PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.
  ☆51Updated 3 years ago
• nengo / nengo-loihi
  Run Nengo models on Intel's Loihi chip
  ☆38Updated this week
• nmi-lab / dcll
  ☆42Updated 5 years ago
• IGITUGraz / LSNN-official
  Long short-term memory Spiking Neural Networks
  ☆102Updated 5 years ago
• nmi-lab / torchneuromorphic
  Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors
  ☆30Updated 10 months ago
• SRKH / S4NN
  Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…
  ☆60Updated 4 years ago
• synsense / sinabs
  A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromo…
  ☆89Updated this week
• NeuroCompLab-psu / SNN-Conversion
  ☆38Updated 3 years ago
• synsense / rockpool
  A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…
  ☆62Updated last month
• NeuromorphicProcessorProject / snntoolbox_applications
  Collection of Spiking Neural Network applications for SNN Toolbox.
  ☆31Updated 4 years ago
• open-neuromorphic / open-neuromorphic
  List of open source neuromorphic projects: SNN training frameworks, DVS handling routines and so on.
  ☆210Updated 3 months ago
• nmi-lab / decolle-public
  ☆45Updated 2 years ago
• sagacitysite / brian2_loihi
  A Loihi emulator based on Brian2
  ☆26Updated 3 years ago
• tavanaei / Spiking-CNN
  Spiking Convolutional Neural Networks
  ☆66Updated 6 years ago
• haoyz / sym-STDP-SNN
  Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…
  ☆47Updated 4 years ago
• synsense / sinabs-exodus
  Plugin for Sinabs, implementing the EXODUS algorithm for training SNNs efficiently with BPTT
  ☆27Updated this week
• NeuroBench / neurobench
  Benchmark harness and baseline results for the NeuroBench algorithm track.
  ☆75Updated last week
• surrogate-gradient-learning / pytorch-lif-autograd
  ☆36Updated 3 years ago
• MXHX7199 / SNN-SSTDP
  SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.
  ☆34Updated 3 years ago
• tudelft / SpikeCoding
  A toolbox for neuromorphic sensing in robotics.
  ☆16Updated 4 years ago
• bamsumit / slayerPytorch
  PyTorch implementation of SLAYER for training Spiking Neural Networks
  ☆314Updated 7 months ago
• lava-nc / lava-dnf
  Dynamic Neural Fields with Lava
  ☆45Updated 2 months ago
• juliancervos / stdp-nmnist
  Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Jul…
  ☆23Updated 2 years ago
• neuromorphs / tonic
  Event datasets and transforms.
  ☆233Updated last month
• cowolff / Simple-Spiking-Neural-Network-STDP
  A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.
  ☆34Updated 6 months ago