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☆52Updated 4 years ago
- Spiking neuron integration for PyTorch☆41Updated 6 months ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆229Updated last year
- Deep learning integration for Nengo☆91Updated 6 months ago
- ☆142Updated 4 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆327Updated last year
- Spyx: Spiking Neural Networks in JAX☆124Updated 11 months ago
- Learning to Learn: Gradient-free Optimization framework☆36Updated 4 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆32Updated last year
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆73Updated 2 months ago
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆160Updated 4 years ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆394Updated 4 years ago
- A brian2 extension to simulate spiking neural networks on GPUs☆65Updated 8 months ago
- Neuromorphic Intermediate Representation reference implementation☆128Updated last month
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆36Updated 5 years ago
- Supervised Spiking Network☆81Updated 3 years ago
- 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
- Liquid State Machines in Python and NEST☆73Updated 4 years ago
- Spiking neuron integration for Keras☆32Updated 6 months ago
- Brian 2 frontend to the GeNN simulator☆47Updated last week
- Simulation of spiking neural networks (SNNs) using PyTorch.☆43Updated last year
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆62Updated 4 years ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆56Updated 7 years ago
- Collection of experimental Python and accompanying Bash scripts for training and evaluation of BindsNET networks.☆66Updated 2 years ago
- Polished code for "Can a single neuron solve MNIST? The computational power of biological dendritic trees”☆47Updated 5 years ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆26Updated 8 months ago
- Event datasets and transforms.☆256Updated 3 months ago
- ☆94Updated last year
- Run Nengo models on Intel's Loihi chip☆39Updated 6 months ago
- Long short-term memory Spiking Neural Networks☆103Updated 5 years ago