electronicvisions / norseLinks
Deep learning for spiking neural networks
☆69Updated last year
Alternatives and similar repositories for norse
Users that are interested in norse are comparing it to the libraries listed below
Sorting:
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆49Updated 4 years ago
- Spiking neuron integration for PyTorch☆41Updated 3 months ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆227Updated 10 months ago
- Spiking neuron integration for Keras☆32Updated 3 months ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆31Updated last year
- Tutorial for surrogate gradient learning in spiking neural networks☆323Updated 11 months ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆56Updated 6 years ago
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆61Updated 4 years ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆44Updated last year
- Neuromorphic Intermediate Representation reference implementation☆117Updated last week
- Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this pro…☆90Updated 7 years ago
- Event datasets and transforms.☆247Updated 3 weeks ago
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆68Updated last week
- Collection of experimental Python and accompanying Bash scripts for training and evaluation of BindsNET networks.☆66Updated 2 years ago
- ☆91Updated last year
- Long short-term memory Spiking Neural Networks☆104Updated 5 years ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆26Updated 5 months ago
- Spyx: Spiking Neural Networks in JAX☆122Updated 8 months ago
- ☆45Updated 2 years ago
- Supervised Spiking Network☆80Updated 3 years ago
- This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…☆83Updated last year
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆389Updated 3 years ago
- A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromo…☆96Updated 2 weeks ago
- Run Nengo models on Intel's Loihi chip☆38Updated 3 months ago
- Spiking neural networks in JAX with equinox.☆22Updated 9 months ago
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆35Updated 5 years ago
- A brian2 extension to simulate spiking neural networks on GPUs☆63Updated 5 months ago
- ☆21Updated 4 months ago
- ☆141Updated 4 years ago
- ☆17Updated 3 years ago