bindsnet
SNN simulator
A software package for simulating spiking neural networks using PyTorch.
Simulation of spiking neural networks (SNNs) using PyTorch.
2k stars
43 watching
331 forks
Language: Python
last commit: about 1 month ago
Linked from 4 awesome lists
dynamicgpu-computingmachine-learningneuronspytorchreinforcement-learningsimulationsnnspiking-neural-networksstdpsynapse
ethicalml/awesome-production-machine-learning
bharathgs/awesome-pytorch-list
analyticalmonk/awesome-neuroscience
asoplata/open-computational-neuroscience-resourcesRelated projects:
| Repository | Description | Stars |
|---|---|---|
 synsense/sinabs | A deep learning library for training and deploying spiking neural networks using PyTorch. | 81 |
 jeshraghian/snntorch | A Python package for training spiking neural networks with gradient-based learning | 1,347 |
 norse/norse | Deep learning framework for spiking neural networks | 673 |
| synsense/rockpool | A Python library for building and deploying signal processing applications with spiking neural networks on various hardware platforms. | 52 |
 spinnakermanchester/spynnaker | Provides a common codebase for simulating neural networks on SpiNNaker hardware | 105 |
 basbuller/pysnn | A framework for building and simulating efficient spiking neural networks on GPU | 218 |
 benedekrozemberczki/simgnn | An implementation of SimGNN, a neural network approach to computing graph similarity | 759 |
 brian-team/brian2 | A simulator for spiking neural networks written in Python | 943 |
 aiqm/torchani | A PyTorch implementation of a neural network potential for molecular simulations | 464 |
 chlubba/pypns | A Python module for simulating peripheral nerves using the NEURON compartmental simulator. | 3 |
 dyhan0920/pyramidnet-pytorch | An implementation of a deep neural network architecture for image classification tasks | 273 |
 higgsfield/interaction_network_pytorch | An implementation of Interaction Networks for learning physical simulations and generalizing to novel systems | 131 |
 dawnranger/pytorch-agnn | An implementation of an attention-based graph neural network in PyTorch for semi-supervised learning | 145 |
 ericsun99/shufflenet-v2-pytorch | A PyTorch implementation of a ShuffleNet-v2 neural network architecture for image classification. | 430 |
 kaihsin/tor10 | A PyTorch-based tensor network library for quantum simulation | 60 |