HantaoShu / SNN-MNIST
a simple snn model in matlab
☆22Updated 8 years ago
Alternatives and similar repositories for SNN-MNIST:
Users that are interested in SNN-MNIST are comparing it to the libraries listed below
- A Spiking Neural Network Architecture for MNIST Digit Recognition☆32Updated 6 years ago
- construct a spiking neural network☆23Updated 6 years ago
- Spiking Convolutional Neural Networks☆67Updated 6 years ago
- a spiking neural network module, tempotron for classification☆18Updated 4 years ago
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆52Updated 3 years ago
- training SNN with Resume algorithm☆11Updated 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
- A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.☆19Updated 4 years ago
- Basic SNN propogating spikes between LIF neurons☆84Updated 6 years ago
- A series of simulations organized as homework assignments that were part of the course on Neuromorphic Engineering at IIT Bombay (course …☆10Updated 8 years ago
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆125Updated 4 years ago
- memristor 1T1R array based CNN and ConvLSTM☆68Updated 5 years ago
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆28Updated 3 years ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆134Updated 4 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆126Updated 7 years ago
- Simulations using Brian for memristor-based neural networks using STDP learning☆26Updated 8 years ago
- Collection of Spiking Neural Network applications for SNN Toolbox.☆31Updated 5 years ago
- A spiking neural network undergoes plastic changes based on the timing of neural spikes (MATLAB).☆10Updated 10 years ago
- Python2 / Brian2 implementation (attempt) of Normalized Approximate Descent based Supervised Learning Rule.☆12Updated 2 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆101Updated 4 years ago
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆85Updated last year
- Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Jul…☆23Updated 2 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆158Updated 5 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆37Updated 7 months ago
- Memristor Reinforcement Learning☆28Updated 6 years ago
- Convolutional spiking neural network implementing STDP☆18Updated 2 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 …☆28Updated 3 years ago
- The repository offer the simulation scripts of three different single-layer SNN learning algorihtms proposed by Querlioz, Diehl and this …☆14Updated 5 years ago
- One-Shot Object Appearance Learning using Spiking Neural Networks☆23Updated 5 years ago
- spiking-neural-networks☆37Updated 2 months ago