colinator / spikeflowLinks
Python library for easy creation and running of spiking neural networks in tensorflow.
☆31Updated 6 years ago
Alternatives and similar repositories for spikeflow
Users that are interested in spikeflow are comparing it to the libraries listed below
Sorting:
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆56Updated 6 years ago
- Auryn: A fast simulator for spiking neural networks with synaptic plasticity☆102Updated 2 months ago
- A GPGPU based Spiking Neural Network (SNN) designed to be as transparent and easy to modify as possible. Written in C++/CUDA.☆45Updated 5 years ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆49Updated 4 years ago
- The Spiking Reservoir (Liquid State Machine - LSM) Simulator☆58Updated last year
- Simulation of spiking neural networks (SNNs) using PyTorch.☆44Updated last year
- Brian 2 frontend to the GeNN simulator☆47Updated 9 months ago
- Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this pro…☆90Updated 7 years ago
- ☆91Updated last year
- Event-Driven CD in Spiking Neural Networks☆20Updated 9 years ago
- A brian2 extension to simulate spiking neural networks on GPUs☆63Updated 4 months ago
- spiking neural network implementing the SpikeProp algorithm for the improvement of beat detection in heart sound signals☆17Updated 11 years ago
- Deep learning in a spiking neural network using segregated dendrites.☆84Updated 7 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
- Collection of experimental Python and accompanying Bash scripts for training and evaluation of BindsNET networks.☆66Updated 2 years ago
- ☆114Updated last year
- ☆71Updated 9 years ago
- ☆30Updated 4 months ago
- Interactive Matplotlib Plots in Python, convering Models such as the Leaky Integrate and Fire, Izhikevich Model, FitzHugh-Nagumo Model et…☆69Updated 6 years ago
- A spiking net simulator implemented in Tensorflow 2.0 with plastic synaptic delays and weights.