markstrefford / Spiking-Neural-Network
Basic SNN propogating spikes between LIF neurons
☆84Updated 6 years ago
Alternatives and similar repositories for Spiking-Neural-Network:
Users that are interested in Spiking-Neural-Network are comparing it to the libraries listed below
- Spiking Convolutional Neural Networks☆67Updated 6 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆158Updated 5 years ago
- ☆69Updated 3 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆126Updated 7 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆100Updated 4 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 module, tempotron for classification☆18Updated 4 years ago
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆28Updated 3 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
- A Spiking Neural Network Architecture for MNIST Digit Recognition☆32Updated 6 years ago
- ☆45Updated 2 years ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆134Updated 4 years ago
- A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.☆18Updated 4 years ago
- spiking-neural-networks☆36Updated 2 months ago
- ☆37Updated 3 years ago
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆60Updated 4 years ago
- ☆340Updated 3 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆79Updated 2 years ago
- Spatio-temporal BP for SNNs☆223Updated 2 years ago
- ☆42Updated 5 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
- Long short-term memory Spiking Neural Networks☆102Updated 5 years ago
- construct a spiking neural network☆23Updated 6 years ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆374Updated 2 years ago
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆125Updated 4 years ago
- ☆89Updated last year
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆85Updated last year
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆52Updated 3 years 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
- Collection of Spiking Neural Network applications for SNN Toolbox.☆31Updated 4 years ago