Efficient-Scalable-Machine-Learning / EvNNLinks
Event-based neural networks
☆27Updated last year
Alternatives and similar repositories for EvNN
Users that are interested in EvNN are comparing it to the libraries listed below
Sorting:
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆57Updated 2 years ago
- Event datasets and transforms.☆260Updated last week
- Deep Learning library for Lava☆165Updated 3 months ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆54Updated 3 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆83Updated 2 years ago
- Plugin for Sinabs, implementing the EXODUS algorithm for training SNNs efficiently with BPTT☆30Updated 6 months ago
- Tutorial for surrogate gradient learning in spiking neural networks☆339Updated last year
- Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]☆63Updated last year
- ☆96Updated last year
- Quantization-aware training with spiking neural networks☆48Updated 3 years ago
- Long short-term memory Spiking Neural Networks☆106Updated 5 years ago
- Neuromorphic Intermediate Representation reference implementation☆133Updated last week
- Training Recurrent Neural Networks via Forward Propagation Through Time☆42Updated 4 years ago
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆73Updated 3 weeks ago
- ☆18Updated 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…☆108Updated last week
- ☆46Updated 3 years ago
- Threshold annealing in binarized spiking neural networks☆16Updated 3 years ago
- A list of neuromorphic software projects☆261Updated 3 months ago
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆13Updated 2 years ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆384Updated 2 years ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆229Updated last year
- Deep learning with spiking neural networks (SNNs) in PyTorch.☆768Updated last month
- Official implementation of our paper "Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models"☆19Updated 3 weeks ago
- Tutorial for surrogate gradient learning in spiking neural networks☆47Updated last year
- ☆90Updated last year
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆320Updated 5 months ago
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆97Updated 3 months ago
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆21Updated 4 years ago
- Awesome Spiking Neural Networks☆140Updated 7 months ago