laurence-lin / tempotronLinks
a spiking neural network module, tempotron for classification
☆17Updated 4 years ago
Alternatives and similar repositories for tempotron
Users that are interested in tempotron are comparing it to the libraries listed below
Sorting:
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆52Updated 4 years ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆136Updated 4 years ago
- Spatio-temporal BP for SNNs☆232Updated 3 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆103Updated 4 years ago
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆88Updated 2 years ago
- Spiking Convolutional Neural Networks☆68Updated 7 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆83Updated 2 years ago
- This repo is the implementation of the spatio-temporal credit assignment (STCA) algorithm for training deep spiking neural networks.☆28Updated 6 years ago
- A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.☆19Updated 5 years ago
- Implementation of Long Short Term Spiking NN☆39Updated 3 years ago
- ☆255Updated 4 years ago
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆114Updated 3 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆133Updated 8 years ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆29Updated 5 years ago
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆12Updated 5 years ago
- ☆357Updated 3 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 …☆29Updated 3 years ago
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆73Updated last year
- Basic SNN propogating spikes between LIF neurons☆86Updated 7 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆170Updated 6 years ago
- Threshold annealing in binarized spiking neural networks☆16Updated 3 years ago
- This repository contains code from our paper "Backpropagation with Biologically Plausible Spatio-Temporal Adjustment For Training Deep Sp…☆32Updated 3 years ago
- Collect important papers about snn☆32Updated 4 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆59Updated 2 years ago
- Convolutional spiking neural network implementing STDP☆20Updated 3 years ago
- Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…☆50Updated 5 years ago
- ☆13Updated 5 years ago
- ☆46Updated 3 years ago
- ☆70Updated 4 years ago
- ☆42Updated 6 years ago