vvvityaaa / awesome-spiking-neural-networksLinks
A curated list of materials for Spiking Neural Networks, 3rd generation of artificial neural networks.
☆67Updated 3 years ago
Alternatives and similar repositories for awesome-spiking-neural-networks
Users that are interested in awesome-spiking-neural-networks are comparing it to the libraries listed below
Sorting:
- ☆34Updated 5 years ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆63Updated last year
- Awesome Spiking Neural Networks☆137Updated 6 months ago
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆320Updated 4 months ago
- ☆45Updated 3 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆335Updated last year
- BNTT - Frontiers in Neuroscience (2021)☆48Updated 3 years ago
- Neuromorphic Intermediate Representation reference implementation☆132Updated this week
- Event datasets and transforms.☆258Updated last week
- Official implementation of Fully Spiking Variational Autoencoder [AAAI2022]☆73Updated 2 years ago
- Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]☆63Updated last year
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆57Updated 2 years ago
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆134Updated 4 years ago
- Long short-term memory Spiking Neural Networks☆104Updated 5 years ago
- ☆86Updated last year
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆102Updated 4 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆32Updated last year
- Deep Learning library for Lava☆166Updated 2 months ago
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆94Updated 2 months ago
- ☆96Updated last year
- ☆38Updated 3 years ago
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆73Updated 3 months ago
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆62Updated 4 years ago
- A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromo…☆107Updated 3 weeks ago
- Threshold annealing in binarized spiking neural networks☆16Updated 3 years ago
- Neural Architecture Search for Spiking Neural Networks, ECCV2022☆69Updated 3 years ago
- Deep Residual Learning in Spiking Neural Networks☆179Updated 3 years ago
- Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.☆43Updated 2 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆54Updated 3 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆44Updated last year