maael / SpikingNeuralNetworkLinks
A python implementation of a spiking neural network with STDP and Reinforcement learning methods
☆133Updated 8 years ago
Alternatives and similar repositories for SpikingNeuralNetwork
Users that are interested in SpikingNeuralNetwork are comparing it to the libraries listed below
Sorting:
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆170Updated 6 years ago
- Basic SNN propogating spikes between LIF neurons☆86Updated 7 years ago
- ☆357Updated 3 years ago
- Spiking Convolutional Neural Networks☆68Updated 7 years ago
- ☆70Updated 4 years ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆387Updated 2 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…☆275Updated 3 years ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆136Updated 4 years ago
- a spiking neural network module, tempotron for classification☆17Updated 4 years ago
- spiking-neural-networks☆38Updated 2 months ago
- Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…☆50Updated 5 years ago
- Long short-term memory Spiking Neural Networks☆107Updated 5 years ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆231Updated last year
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆397Updated 4 years ago
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆32Updated 3 years ago
- ☆102Updated last year
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆45Updated last year
- A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.☆19Updated 5 years ago
- ☆38Updated 3 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆103Updated 4 years ago
- Feedforward spiking neural network has been trained with SpikeProp algorithm☆22Updated 7 years ago
- ☆46Updated 3 years ago
- Spatio-temporal BP for SNNs☆233Updated 3 years ago
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆324Updated 6 months ago
- One-Shot Object Appearance Learning using Spiking Neural Networks☆23Updated 6 years ago
- ☆42Updated 6 years ago
- ☆255Updated 4 years ago
- A Spiking Neural Network Architecture for MNIST Digit Recognition☆35Updated 7 years ago
- This repo is the implementation of the spatio-temporal credit assignment (STCA) algorithm for training deep spiking neural networks.☆28Updated 6 years ago
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆13Updated 2 years ago