kmheckel / spyxLinks
Spyx: Spiking Neural Networks in JAX
☆126Updated last year
Alternatives and similar repositories for spyx
Users that are interested in spyx are comparing it to the libraries listed below
Sorting:
- Neuromorphic Intermediate Representation reference implementation☆137Updated 2 weeks ago
- Spiking neural networks in JAX with equinox.☆27Updated last year
- ☆91Updated last year
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆74Updated 2 weeks ago
- Spiking neuron integration for PyTorch☆41Updated 8 months ago
- Tutorial for surrogate gradient learning in spiking neural networks☆343Updated last year
- Code to simulate energy-based analog systems and equilibrium propagation☆30Updated 7 months ago
- A library for deep learning with Spiking Neural Networks (SNN).☆35Updated this week
- NGC-Learn: Neurobiological Systems Simulation and NeuroAI Design in Python☆164Updated this week
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆100Updated 3 months ago
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆53Updated last year
- 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
- Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurren…☆62Updated 2 years ago
- A curated list of materials for Spiking Neural Networks, 3rd generation of artificial neural networks.☆68Updated 3 years ago
- ☆97Updated last year
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆33Updated last year
- Neurons learn by predicting future activity☆30Updated 4 years ago
- Implementation of feedback alignment learning in PyTorch☆31Updated 2 years ago
- Training Recurrent Neural Networks via Forward Propagation Through Time☆42Updated 4 years ago
- jaxsnn is an event-based approach to machine-learning-inspired training and simulation of SNNs, including support for the BrainScaleS-2 n…☆27Updated last week
- A list of neuromorphic software projects☆267Updated 4 months ago
- ☆29Updated 3 years ago
- ☆30Updated 2 years ago
- Two self-contained notebooks to perform "weight transformer" from pretrained Transformer model to neuron-astrocyte network.☆24Updated 2 years ago
- Event datasets and transforms.☆261Updated 3 weeks ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆58Updated 2 years ago
- Predictive Coding JAX-based library☆84Updated 6 months ago
- Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.☆43Updated 9 months ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆55Updated 3 years ago