fzenke / spytorch
Tutorial for surrogate gradient learning in spiking neural networks
☆314Updated 9 months ago
Alternatives and similar repositories for spytorch
Users that are interested in spytorch are comparing it to the libraries listed below
Sorting:
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆226Updated 9 months ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆388Updated 3 years ago
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆317Updated 3 weeks ago
- Long short-term memory Spiking Neural Networks☆102Updated 5 years ago
- Event datasets and transforms.☆237Updated 3 weeks ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆373Updated 2 years ago
- What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural net…☆266Updated 2 years ago
- ☆90Updated last year
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆65Updated last week
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆128Updated 7 years ago
- Neuromorphic Intermediate Representation reference implementation☆102Updated last week
- Cosyne workshop tutorial 2022☆115Updated 2 years ago
- Interactive Matplotlib Plots in Python, convering Models such as the Leaky Integrate and Fire, Izhikevich Model, FitzHugh-Nagumo Model et…☆69Updated 6 years ago
- Deep learning with spiking neural networks (SNNs) in PyTorch.☆730Updated last month
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆49Updated 4 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆159Updated 5 years ago
- ☆254Updated 4 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆51Updated 3 years ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆44Updated last year
- Deep Learning library for Lava☆159Updated 3 weeks ago
- List of open source neuromorphic projects: SNN training frameworks, DVS handling routines and so on.☆222Updated 5 months ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆81Updated 2 years ago
- A differentiable spiking neural network simulator☆21Updated 3 months ago
- Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]☆59Updated last year
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆30Updated 10 months ago
- Tutorial for surrogate gradient learning in spiking neural networks☆44Updated 9 months ago
- A library for deep learning with Spiking Neural Networks (SNN).☆29Updated last week
- A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromo…☆92Updated last month
- ☆70Updated 3 years ago
- ☆345Updated 3 years ago