kmheckel / spyx
Spyx: Spiking Neural Networks in JAX
☆112Updated 5 months ago
Alternatives and similar repositories for spyx:
Users that are interested in spyx are comparing it to the libraries listed below
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆63Updated 2 months ago
- Neuromorphic Intermediate Representation reference implementation☆97Updated last week
- Spiking neural networks in JAX with equinox.☆21Updated 7 months ago
- A library for deep learning with Spiking Neural Networks (SNN).☆28Updated last week
- ☆70Updated last year
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆49Updated 4 years ago
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆75Updated this week
- Spiking neuron integration for PyTorch☆40Updated 2 weeks ago
- Tutorial for surrogate gradient learning in spiking neural networks☆309Updated 8 months ago
- ☆89Updated last year
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆29Updated 9 months ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆51Updated 3 years ago
- Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurren…☆55Updated 2 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆50Updated 2 years ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆24Updated 2 months ago
- Event datasets and transforms.☆235Updated last month
- Training Recurrent Neural Networks via Forward Propagation Through Time☆41Updated 3 years ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆44Updated last year
- ☆22Updated last year
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆48Updated last year
- Deep learning for spiking neural networks☆69Updated 11 months ago
- ☆28Updated last year
- Long short-term memory Spiking Neural Networks☆102Updated 5 years ago
- CARLsim is an efficient, easy-to-use, GPU-accelerated software framework for simulating large-scale spiking neural network (SNN) models w…☆46Updated this week
- Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.☆36Updated 2 months ago
- Implementation of feedback alignment learning in PyTorch☆30Updated last year
- A curated list of materials for Spiking Neural Networks, 3rd generation of artificial neural networks.☆62Updated 2 years ago
- A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromo…☆88Updated 2 weeks ago
- A Loihi emulator based on Brian2☆28Updated 3 years ago
- PyTorch helper module to translate to and from NIR☆10Updated last week