Sabnam-Mustari / Spike-Response-Model
Feedforward multilayer spiking neural network with SRM0 model. Gaussian receptive field has been used for information encoding
☆10Updated 6 years ago
Alternatives and similar repositories for Spike-Response-Model:
Users that are interested in Spike-Response-Model are comparing it to the libraries listed below
- a spiking neural network module, tempotron for classification☆15Updated 4 years ago
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆51Updated 3 years ago
- Feedforward spiking neural network has been trained with SpikeProp algorithm☆22Updated 6 years ago
- ☆35Updated 2 years ago
- This repo is the implementation of the spatio-temporal credit assignment （STCA） algorithm for training deep spiking neural networks.☆25Updated 5 years ago
- ☆42Updated 5 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
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆68Updated 9 months ago
- Spiking Convolutional Neural Networks☆65Updated 6 years ago
- Matlab code for a Spiking Neural Network for Visual Motion Estimation☆24Updated 5 years ago
- ☆13Updated 4 years ago
- This repository contains code from our paper "Backpropagation with Biologically Plausible Spatio-Temporal Adjustment For Training Deep Sp…☆32Updated 2 years ago
- ☆43Updated 2 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆99Updated 3 years ago
- Implementation of Long Short Term Spiking NN☆39Updated 2 years ago
- A toolbox for neuromorphic sensing in robotics.☆16Updated 3 years ago
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆11Updated 4 years ago
- spiking-neural-networks☆36Updated last year
- Pytorch Implementation of Signed Neuron with Memory: Towards Simple, Accurate and High-Efficient ANN-SNN Conversion, IJCAI 2022☆22Updated 2 years ago
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆125Updated 4 years ago
- Convolutional spiking neural network implementing STDP☆15Updated 2 years ago
- The code for tuning Spiking Neural Network based on Biologically-plausible Reward Propagation☆11Updated 4 years ago
- ☆11Updated 3 years ago
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆12Updated 2 years ago
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆84Updated last year
- Spatio-temporal BP for SNNs☆215Updated 2 years ago
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆29Updated 8 months ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆78Updated last year
- Optical Flow estimation from Event cameras and Spiking Neural Networks☆28Updated 8 months ago
- Basic SNN propogating spikes between LIF neurons☆84Updated 6 years ago