GiorgiaD / PEPITALinks
☆29Updated 2 years ago
Alternatives and similar repositories for PEPITA
Users that are interested in PEPITA are comparing it to the libraries listed below
Sorting:
- Training Recurrent Neural Networks via Forward Propagation Through Time☆41Updated 4 years ago
- ☆92Updated last year
- Tutorial for surrogate gradient learning in spiking neural networks☆325Updated 11 months ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆53Updated 3 years ago
- ☆80Updated last year
- Neuromorphic Intermediate Representation reference implementation☆118Updated this week
- Spyx: Spiking Neural Networks in JAX☆123Updated 9 months ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆55Updated 2 years ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆228Updated 11 months ago
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆83Updated this week
- A list of neuromorphic software projects☆236Updated this week
- Neurons learn by predicting future activity☆29Updated 3 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…☆68Updated 2 weeks ago
- PyTorch helper module to translate to and from NIR☆13Updated this week
- This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…☆83Updated last year
- ☆25Updated 2 years ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆389Updated 3 years ago
- Deep learning with spiking neural networks (SNNs) in PyTorch.☆742Updated this week
- Event datasets and transforms.☆248Updated last month
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆50Updated 4 years ago
- Repository for the 2024 Telluride Topic Area Neuromorphic Systems for Space☆13Updated last year
- ☆45Updated 3 years ago
- Cosyne workshop tutorial 2022☆116Updated 2 years ago
- ☆19Updated 2 years ago
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆20Updated 3 years ago
- Long short-term memory Spiking Neural Networks☆102Updated 5 years ago
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆50Updated last year
- jaxsnn is an event-based approach to machine-learning-inspired training and simulation of SNNs, including support for the BrainScaleS-2 n…☆20Updated this week
- What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural net…☆268Updated 2 years ago