Alternatives and similar repositories for Supervised-Learning-Based-on-Temporal-Coding-in-Spiking-Neural-Networks

Users that are interested in Supervised-Learning-Based-on-Temporal-Coding-in-Spiking-Neural-Networks are comparing it to the libraries listed below

• byin-cwi / SRNN-ICONs2020
  In this repo, Spiking recurrent neural network is applied on various task for ICONs2020
  ☆29Updated 4 years ago
• alishdipani / NMNIST-STDP-SpiNNaker
  A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.
  ☆19Updated 4 years ago
• nitin-rathi / hybrid-snn-conversion
  Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation
  ☆100Updated 4 years ago
• pkuxmq / OTTT-SNN
  [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks
  ☆61Updated last year
• Squirtle-gpj / STCA-DSNN
  This repo is the implementation of the spatio-temporal credit assignment （STCA） algorithm for training deep spiking neural networks.
  ☆26Updated 5 years ago
• Jackn0 / snn_optimal_conversion_pipeline
  Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks
  ☆33Updated 3 years ago
• laurence-lin / tempotron
  a spiking neural network module, tempotron for classification
  ☆17Updated 4 years ago
• Intelligent-Computing-Lab-Yale / NDA_SNN
  Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.
  ☆40Updated 2 years ago
• nitin-rathi / DIET-SNN
  Optimizing threshold and leak in LIF neurons with end-to-end backpropagation
  ☆19Updated 3 years ago
• neural-lab / ASF-BP
  ☆14Updated 3 years ago
• NeuroCompLab-psu / SNN-Conversion
  ☆38Updated 3 years ago
• zbs881314 / Temporal-Coded-Deep-SNN
  ☆28Updated 4 years ago
• stonezwr / TSSL-BP
  Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.
  ☆70Updated last year
• DingJianhao / ANN2SNN
  ☆17Updated 3 years ago
• nabk89 / AutoSNN
  Official code of "AutoSNN: Towards Energy-Efficient Spiking Neural Networks," ICML22
  ☆18Updated 3 years ago
• nmi-lab / decolle-public
  ☆45Updated 2 years ago
• tavanaei / Spiking-CNN
  Spiking Convolutional Neural Networks
  ☆68Updated 6 years ago
• AliLotfi92 / SNNLSTM
  Implementation of Long Short Term Spiking NN
  ☆39Updated 2 years ago
• Delver-of-Squeakrets / LISNN
  Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…
  ☆11Updated 4 years ago
• christophstoeckl / FS-neurons
  ☆54Updated 2 years ago
• haoyz / sym-STDP-SNN
  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
• SayeedChowdhury / dct-snn
  Code for DCT_SNN, an input encoding scheme for SNNs using DCT
  ☆16Updated 3 years ago
• surrogate-gradient-learning / pytorch-lif-autograd
  ☆38Updated 3 years ago
• zhouyanasd / DL-NC
  spiking-neural-networks
  ☆37Updated 4 months ago
• saunak1994 / SNNforMNIST
  A Spiking Neural Network Architecture for MNIST Digit Recognition
  ☆32Updated 6 years ago
• VicenteAlex / Spiking_ResNet
  Implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks
  ☆30Updated last year
• Intelligent-Computing-Lab-Yale / Rate-vs-Direct
  [ICASSP2022] RATE CODING OR DIRECT CODING: WHICH ONE IS BETTER FOR ACCURATE, ROBUST, and ENERGY-EFFICIENT SPIKING NEURAL NETWORKS
  ☆19Updated last year
• IbrahimYang / Hybrid-neural-networks
  ☆37Updated last year
• ppppps / ANN2SNNConversion_SNM_NeuronNorm
  Pytorch Implementation of Signed Neuron with Memory: Towards Simple, Accurate and High-Efficient ANN-SNN Conversion, IJCAI 2022
  ☆23Updated 2 years ago
• thomasaimondy / MDN-SNN
  Meta-Dynamic Neurons improved Spatio-temporal Generalization of Spiking Neural Networks
  ☆9Updated 4 years ago