neuromorphs / tonicLinks
Event datasets and transforms.
☆265Updated 2 months ago
Alternatives and similar repositories for tonic
Users that are interested in tonic are comparing it to the libraries listed below
Sorting:
- Deep Learning library for Lava☆170Updated last week
- A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromo…☆108Updated last month
- Neuromorphic Intermediate Representation reference implementation☆143Updated this week
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆325Updated 7 months ago
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆75Updated last month
- Efficient streaming of sparse event data supporting files, network I/O, GPU peripherals (via Torch/Jax/Numpy) and neuromorphic protocols☆85Updated 5 months ago
- A Python package for decoding RAW and DAT files (Prophesee) to structured NumPy arrays of events.☆45Updated last year
- A list of neuromorphic software projects☆276Updated 6 months ago
- Tutorial for surrogate gradient learning in spiking neural networks☆349Updated last year
- ☆103Updated last year
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆57Updated 3 years ago
- Plugin for Sinabs, implementing the EXODUS algorithm for training SNNs efficiently with BPTT☆30Updated 9 months ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆390Updated 3 years ago
- Spiking Neural Networks in C++ with strong GPU acceleration through CUDA☆135Updated 5 years ago
- Long short-term memory Spiking Neural Networks☆109Updated 5 years ago
- This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…☆83Updated 2 years ago
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆137Updated 5 years ago
- Paper list for SNN based computer vision tasks.☆130Updated last year
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆33Updated last year
- ☆46Updated 3 years ago
- Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]☆66Updated last year
- A curated list of materials for Spiking Neural Networks, 3rd generation of artificial neural networks.☆68Updated 3 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆59Updated 3 years ago
- Awesome Spiking Neural Networks☆143Updated 9 months ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆397Updated 4 years ago
- A toolbox for neuromorphic sensing in robotics.☆18Updated 4 years ago
- Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Jul…☆28Updated 7 months ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆67Updated 2 years ago
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆103Updated 2 weeks ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆83Updated 2 years ago