neuromorphs / NIRTorchLinks
PyTorch helper module to translate to and from NIR
☆14Updated this week
Alternatives and similar repositories for NIRTorch
Users that are interested in NIRTorch are comparing it to the libraries listed below
Sorting:
- Repository for the 2024 Telluride Topic Area Neuromorphic Systems for Space☆13Updated last year
- Neuromorphic Intermediate Representation reference implementation☆121Updated last week
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆53Updated 3 years ago
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆88Updated 3 weeks ago
- Sends event camera data from A to B. Supports live cameras and dead recordings☆14Updated last week
- jaxsnn is an event-based approach to machine-learning-inspired training and simulation of SNNs, including support for the BrainScaleS-2 n…☆21Updated 2 weeks ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆55Updated 2 years ago
- Deep Learning library for Lava☆165Updated 3 weeks ago
- A list of neuromorphic software projects☆242Updated last month
- ☆93Updated last year
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆72Updated last month
- Quantization-aware training with spiking neural networks☆44Updated 3 years ago
- Neuromorphic mathematical optimization with Lava☆59Updated 3 weeks ago
- Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural Parameters☆12Updated 3 years ago
- A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromo…☆102Updated last month
- Event datasets and transforms.☆251Updated 2 months ago
- Tutorial for surrogate gradient learning in spiking neural networks☆46Updated last year
- Efficient streaming of sparse event data supporting files, network I/O, GPU peripherals (via Torch/Jax/Numpy) and neuromorphic protocols☆80Updated 2 weeks ago
- Training Recurrent Neural Networks via Forward Propagation Through Time☆42Updated 4 years ago
- This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…☆84Updated last year
- A Software Framework for Neuromorphic Computing☆641Updated 3 weeks ago
- ☆37Updated last year
- A Loihi emulator based on Brian2☆29Updated 3 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆32Updated last year
- ☆45Updated 3 years ago
- Official implementation of our paper "Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models"☆17Updated last year
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆21Updated 3 years ago
- Spyx: Spiking Neural Networks in JAX☆124Updated 10 months ago
- Threshold annealing in binarized spiking neural networks☆16Updated 3 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆326Updated last year