nengo / pytorch-spikingLinks
Spiking neuron integration for PyTorch
☆41Updated 8 months ago
Alternatives and similar repositories for pytorch-spiking
Users that are interested in pytorch-spiking 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 5 years ago
- Deep learning for spiking neural networks☆69Updated last year
- Spyx: Spiking Neural Networks in JAX☆126Updated 3 weeks ago
- Learning to Learn: Gradient-free Optimization framework☆36Updated 4 years ago
- A brian2 extension to simulate spiking neural networks on GPUs☆66Updated this week
- Simulation of spiking neural networks (SNNs) using PyTorch.☆44Updated last year
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆231Updated last year
- Spiking neuron integration for Keras☆32Updated 8 months ago
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆74Updated last week
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆95Updated last year
- Deep learning integration for Nengo☆92Updated 8 months ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆29Updated 10 months ago
- Liquid State Machines in Python and NEST☆75Updated 5 years ago
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆38Updated 5 years ago
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆163Updated 5 years ago
- A library for deep learning with Spiking Neural Networks (SNN).☆36Updated this week
- Neurons learn by predicting future activity☆30Updated 4 years ago
- ☆34Updated 5 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆33Updated last year
- Spiking neural networks in JAX with equinox.☆27Updated last year
- Tutorial for surrogate gradient learning in spiking neural networks☆347Updated last year
- ANNarchy (Artificial Neural Networks architect) is a parallel simulator for rate-coded and spiking neural networks.☆42Updated last week
- Instructive examples using projects in the Nengo ecosystem☆23Updated 2 years ago
- Neuro-inspired AI Toolkit☆28Updated 2 months ago
- Dynamic Neural Fields with Lava☆46Updated last week
- A curated list of materials for Spiking Neural Networks, 3rd generation of artificial neural networks.☆68Updated 3 years ago
- NGC-Learn: Neurobiological Systems Simulation and NeuroAI Design in Python☆167Updated this week
- ☆91Updated last year
- ☆99Updated last year
- 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