fzenke / spytorchLinks
Tutorial for surrogate gradient learning in spiking neural networks
☆349Updated last year
Alternatives and similar repositories for spytorch
Users that are interested in spytorch are comparing it to the libraries listed below
Sorting:
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆397Updated 4 years ago
- ☆102Updated last year
- What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural net…☆275Updated 3 years ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆231Updated last year
- Long short-term memory Spiking Neural Networks☆107Updated 5 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆33Updated last year
- Deep learning with spiking neural networks (SNNs) in PyTorch.☆778Updated 3 months ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆387Updated 2 years ago
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆325Updated 6 months ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆44Updated last year
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆59Updated 2 years ago
- A library for deep learning with Spiking Neural Networks (SNN).☆36Updated last week
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆53Updated 5 years ago
- Event datasets and transforms.☆266Updated 2 months ago
- Neuromorphic Intermediate Representation reference implementation☆142Updated 3 weeks ago
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆75Updated last week
- Liquid State Machines in Python and NEST☆75Updated 5 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆57Updated 3 years ago
- Cosyne workshop tutorial 2022☆125Updated 3 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆170Updated 6 years ago
- ☆357Updated 3 years ago
- Deep Learning library for Lava☆169Updated last week
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆133Updated 8 years ago
- Training Recurrent Neural Networks via Forward Propagation Through Time☆42Updated 4 years ago
- ☆46Updated 3 years ago
- Basic SNN propogating spikes between LIF neurons☆86Updated 7 years ago
- ☆38Updated 3 years ago
- ☆30Updated 11 months ago
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆13Updated 3 years ago
- A curated list of materials for Spiking Neural Networks, 3rd generation of artificial neural networks.☆68Updated 3 years ago