synsense / sinabs-exodusLinks
Plugin for Sinabs, implementing the EXODUS algorithm for training SNNs efficiently with BPTT
☆30Updated 4 months ago
Alternatives and similar repositories for sinabs-exodus
Users that are interested in sinabs-exodus are comparing it to the libraries listed below
Sorting:
- Event datasets and transforms.☆253Updated 2 months ago
- Deep Learning library for Lava☆165Updated last month
- A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromo…☆103Updated last month
- A toolbox for neuromorphic sensing in robotics.☆18Updated 4 years ago
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆319Updated 2 months ago
- ☆45Updated 3 years ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆381Updated 2 years ago
- ☆38Updated 3 years ago
- Spatio-temporal BP for SNNs☆231Updated 3 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆81Updated 2 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆102Updated 4 years ago
- This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…☆84Updated last year
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆55Updated 2 years ago
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆13Updated 2 years ago
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆52Updated 4 years ago
- ☆42Updated 5 years ago
- ☆93Updated last year
- Long short-term memory Spiking Neural Networks☆103Updated 5 years ago
- Paper list for SNN based computer vision tasks.☆127Updated 11 months ago
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆110Updated 3 years ago
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆132Updated 4 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆53Updated 3 years ago
- Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…☆47Updated 4 years ago
- ☆31Updated 7 months ago
- Spiking Convolutional Neural Networks☆68Updated 6 years ago
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆73Updated last month
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆133Updated 4 years ago
- Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]☆62Updated last year
- A toolbox for neuromorphic sensing in robotics.☆16Updated 4 years ago
- ☆13Updated 4 years ago