Efficient-Scalable-Machine-Learning / EvNN
Event-based neural networks
☆25Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for EvNN
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆52Updated 2 weeks ago
- Publicly available event datasets and transforms.☆209Updated 2 months ago
- A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromo…☆80Updated this week
- Neuromorphic Intermediate Representation reference implementation☆78Updated last month
- Plugin for Sinabs, implementing the EXODUS algorithm for training SNNs efficiently with BPTT☆27Updated 2 months ago
- ☆87Updated 7 months ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆43Updated last year
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆61Updated this week
- ☆17Updated 3 years ago
- ☆67Updated 9 months ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆49Updated 2 years ago
- Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]☆49Updated 6 months ago
- Tutorial for surrogate gradient learning in spiking neural networks☆288Updated 3 months ago
- Quantization-aware training with spiking neural networks☆36Updated 2 years ago
- ☆43Updated 2 years ago
- Long short-term memory Spiking Neural Networks☆99Updated 4 years ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆49Updated 4 years ago
- Deep learning for spiking neural networks☆66Updated 6 months ago
- Training Recurrent Neural Networks via Forward Propagation Through Time☆36Updated 3 years ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆53Updated 11 months ago
- A curated list of materials for Spiking Neural Networks, 3rd generation of artificial neural networks.☆60Updated 2 years ago
- ☆19Updated last year
- Spyx: Spiking Neural Networks in JAX☆101Updated 3 weeks ago
- SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.☆32Updated 3 years ago
- Efficient streaming of sparse event data supporting files, network I/O, GPU peripherals (via Torch/Jax/Numpy) and neuromorphic protocols☆69Updated 2 months ago
- Deep Learning library for Lava☆154Updated this week
- Supervised Spiking Network☆80Updated 2 years ago
- This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…☆81Updated last year
- Awesome Spiking Neural Networks☆100Updated 5 months ago
- BNTT - Frontiers in Neuroscience (2021)☆46Updated 2 years ago