neuromorphs / tonicLinks
Event datasets and transforms.
☆248Updated last month
Alternatives and similar repositories for tonic
Users that are interested in tonic are comparing it to the libraries listed below
Sorting:
- A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromo…☆100Updated this week
- Deep Learning library for Lava☆162Updated 3 weeks ago
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆318Updated last month
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆68Updated 2 weeks ago
- Neuromorphic Intermediate Representation reference implementation☆118Updated this week
- List of open source neuromorphic projects: SNN training frameworks, DVS handling routines and so on.☆235Updated this week
- Efficient streaming of sparse event data supporting files, network I/O, GPU peripherals (via Torch/Jax/Numpy) and neuromorphic protocols☆79Updated 10 months ago
- Tutorial for surrogate gradient learning in spiking neural networks☆325Updated 11 months ago
- ☆92Updated last year
- Plugin for Sinabs, implementing the EXODUS algorithm for training SNNs efficiently with BPTT☆28Updated 3 months ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆377Updated 2 years ago
- A Python package for decoding RAW and DAT files (Prophesee) to structured NumPy arrays of events.☆41Updated last year
- Long short-term memory Spiking Neural Networks☆102Updated 5 years ago
- Spiking Neural Networks in C++ with strong GPU acceleration through CUDA☆129Updated 5 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆32Updated last year
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆53Updated 3 years ago
- This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…☆83Updated last year
- Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]☆59Updated last year
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆83Updated this week
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆131Updated 4 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆55Updated 2 years ago
- Paper list for SNN based computer vision tasks.☆127Updated 10 months ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆389Updated 3 years ago
- ☆45Updated 3 years ago
- A curated list of materials for Spiking Neural Networks, 3rd generation of artificial neural networks.☆64Updated 2 years ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆63Updated last year
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆228Updated 11 months ago
- Deep learning with spiking neural networks (SNNs) in PyTorch.☆742Updated last week
- Awesome Spiking Neural Networks☆133Updated 3 months ago
- Neuromorphic paper list, automatically updating everyday at 8:00 am GMT.☆46Updated this week