markstrefford / Spiking-Neural-NetworkLinks
Basic SNN propogating spikes between LIF neurons
☆86Updated 7 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
Sorting:
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆167Updated 6 years ago
- Spiking Convolutional Neural Networks☆68Updated 6 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆129Updated 8 years ago
- Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…☆48Updated 4 years ago
- ☆70Updated 4 years ago
- spiking-neural-networks☆37Updated last week
- ☆45Updated 3 years ago
- ☆38Updated 3 years ago
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆31Updated 3 years ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆382Updated 2 years ago
- ☆351Updated 3 years ago
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆62Updated 4 years ago
- a spiking neural network module, tempotron for classification☆17Updated 4 years ago
- Long short-term memory Spiking Neural Networks☆105Updated 5 years ago
- What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural net…☆269Updated 2 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆44Updated last year
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆102Updated 4 years ago
- ☆42Updated 6 years ago
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆134Updated 4 years ago
- This is a repository with implementations of neuron models, synapses, and spiking neural networks (SNN). It's still in development and it…☆32Updated 5 years ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆229Updated last year
- ☆96Updated last year
- 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 5 years ago
- ☆255Updated 4 years ago
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆71Updated last year
- A Spiking Neural Network Architecture for MNIST Digit Recognition☆34Updated 7 years ago
- Spatio-temporal BP for SNNs☆232Updated 3 years ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆394Updated 4 years ago
- Implementation of Long Short Term Spiking NN☆39Updated 3 years ago