saunak1994 / SNNforMNIST
A Spiking Neural Network Architecture for MNIST Digit Recognition
☆32Updated 6 years ago
Alternatives and similar repositories for SNNforMNIST:
Users that are interested in SNNforMNIST are comparing it to the libraries listed below
- Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…☆46Updated 4 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆99Updated 3 years ago
- a spiking neural network module, tempotron for classification☆18Updated 4 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆157Updated 5 years ago
- spiking-neural-networks☆36Updated last month
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆33Updated 6 months ago
- A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.☆17Updated 4 years ago
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆85Updated last year
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆28Updated 2 years ago
- Basic SNN propogating spikes between LIF neurons☆84Updated 6 years ago
- ☆42Updated 5 years ago
- Spiking Convolutional Neural Networks☆66Updated 6 years ago
- a simple snn model in matlab☆21Updated 8 years ago
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆125Updated 4 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆126Updated 7 years ago
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆52Updated 3 years ago
- Spatio-temporal BP for SNNs☆221Updated 2 years ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆29Updated 4 years ago
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆68Updated 10 months ago
- This repository contains code from our paper "Backpropagation with Biologically Plausible Spatio-Temporal Adjustment For Training Deep Sp…☆32Updated 2 years ago
- Implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks☆28Updated last year
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆104Updated 2 years ago
- Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Jul…☆23Updated 2 years ago
- ☆45Updated 2 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆79Updated 2 years ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆132Updated 4 years ago
- Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)☆74Updated 9 months ago
- The repository offer the simulation scripts of three different single-layer SNN learning algorihtms proposed by Querlioz, Diehl and this …☆13Updated 5 years ago
- construct a spiking neural network☆23Updated 6 years ago
- This is a repository with implementations of neuron models, synapses, and spiking neural networks (SNN). It's still in development and it…☆31Updated 4 years ago