byin-cwi / Efficient-spiking-networks
Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT
☆79Updated 2 years ago
Alternatives and similar repositories for Efficient-spiking-networks:
Users that are interested in Efficient-spiking-networks are comparing it to the libraries listed below
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆85Updated last year
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆58Updated last year
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆99Updated 3 years ago
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆105Updated 2 years ago
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆52Updated 3 years ago
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆68Updated 11 months ago
- ☆40Updated last year
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆12Updated 2 years ago
- ☆29Updated 2 months ago
- ☆50Updated last year
- [CVPR 2022] Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation☆50Updated 2 years ago
- Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks☆34Updated 3 years ago
- Threshold annealing in binarized spiking neural networks☆14Updated 2 years ago
- ☆45Updated 2 years ago
- Long short-term memory Spiking Neural Networks☆102Updated 5 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆51Updated 3 years ago
- BNTT - Frontiers in Neuroscience (2021)☆47Updated 3 years ago
- Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]☆56Updated 10 months ago
- Implementation of Long Short Term Spiking NN☆39Updated 2 years ago
- ☆36Updated 3 years ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆75Updated 10 months ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆29Updated 4 years ago
- ☆13Updated 4 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆42Updated 7 months ago
- a spiking neural network module, tempotron for classification☆18Updated 4 years ago
- Optimizing threshold and leak in LIF neurons with end-to-end backpropagation☆18Updated 3 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆50Updated 2 years ago
- Deep Residual Learning in Spiking Neural Networks☆159Updated 2 years ago
- STBP is a way to train SNN with datasets by Backward propagation.Using this Repositories allows you to train SNNS with STBP and quantize …☆28Updated 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