synsense / sinabsLinks
A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromorphic hardware.
☆108Updated last month
Alternatives and similar repositories for sinabs
Users that are interested in sinabs are comparing it to the libraries listed below
Sorting:
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆75Updated this week
- Event datasets and transforms.☆267Updated 3 months ago
- Deep Learning library for Lava☆172Updated 2 weeks ago
- Neuromorphic Intermediate Representation reference implementation☆143Updated last week
- ☆46Updated 3 years ago
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆137Updated 5 years ago
- Plugin for Sinabs, implementing the EXODUS algorithm for training SNNs efficiently with BPTT☆30Updated 9 months ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆45Updated last year
- Paper list for SNN based computer vision tasks.☆130Updated last year
- 🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.☆225Updated last year
- A list of neuromorphic software projects☆278Updated 6 months ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆83Updated 2 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
- Awesome Spiking Neural Networks☆144Updated 10 months ago
- Long short-term memory Spiking Neural Networks☆109Updated 5 years ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆390Updated 3 years ago
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆103Updated 3 weeks ago
- Neuromorphic paper list, automatically updating everyday at 8:00 am GMT.☆50Updated this week
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆58Updated 3 years ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆67Updated 2 years ago
- Spiking Neural Networks in C++ with strong GPU acceleration through CUDA☆135Updated 5 years ago
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆325Updated 8 months ago
- Deep Residual Learning in Spiking Neural Networks☆187Updated 3 years ago
- ☆55Updated 3 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆102Updated 4 years ago
- Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]☆66Updated last year
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆116Updated 3 years ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆88Updated last year
- ☆103Updated last year
- Quantization-aware training with spiking neural networks☆51Updated 3 years ago