MXHX7199 / SNN-SSTDPLinks
SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.
☆35Updated 3 years ago
Alternatives and similar repositories for SNN-SSTDP
Users that are interested in SNN-SSTDP are comparing it to the libraries listed below
Sorting:
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆102Updated 4 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
- STBP is a way to train SNN with datasets by Backward propagation.Using this Repositories allows you to train SNNS with STBP and quantize …☆30Updated 3 years ago
- Implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks☆33Updated last year
- Threshold annealing in binarized spiking neural networks☆16Updated 3 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆57Updated 2 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆83Updated 2 years ago
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆71Updated last year
- Quantization-aware training with spiking neural networks☆48Updated 3 years ago
- Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Jul…☆27Updated 3 months ago
- ☆45Updated 3 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆47Updated last year
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆89Updated 2 years ago
- Reimplementation of the paper "STDP-based spiking deep convolutional neural networks for object recognition"☆16Updated 2 years ago
- PyTorch and Loihi implementation of the Spiking Neural Network for decoding EEG on Neuromorphic Hardware☆43Updated 3 years ago
- Spiking Convolutional Neural Networks☆68Updated 6 years ago
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆21Updated 4 years ago
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆94Updated 2 months ago
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆52Updated 4 years ago
- Neuron-Astrocyte Liquid State Machine☆22Updated 3 years ago
- Spatio-temporal BP for SNNs☆232Updated 3 years ago
- Conversion from CNNs to SNNs using Tensorflow-Keras☆38Updated last year
- NeuroPack, a tool for emulating memristor-based neuromorphic architectures☆29Updated 2 years ago
- ☆255Updated 4 years ago
- Long short-term memory Spiking Neural Networks☆104Updated 5 years ago
- Original DVS128 Gesture Dataset in PyTorch☆12Updated 2 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
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆29Updated 4 years ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆134Updated 4 years ago