NeuromorphicProcessorProject / snn_toolboxLinks
Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.
☆381Updated 2 years ago
Alternatives and similar repositories for snn_toolbox
Users that are interested in snn_toolbox are comparing it to the libraries listed below
Sorting:
- ☆348Updated 3 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆166Updated 6 years ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆133Updated 4 years ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆393Updated 3 years ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆229Updated last year
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆319Updated 2 months ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆128Updated 8 years ago
- ☆255Updated 4 years ago
- Spiking Convolutional Neural Networks☆68Updated 6 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
- Basic SNN propogating spikes between LIF neurons☆86Updated 7 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆102Updated 4 years ago
- ☆70Updated 3 years ago
- Spatio-temporal BP for SNNs☆231Updated 3 years ago
- Long short-term memory Spiking Neural Networks☆103Updated 5 years ago
- ☆42Updated 5 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆326Updated last year
- This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…☆84Updated last year
- ☆45Updated 3 years ago
- ☆38Updated 3 years ago
- ☆93Updated last year
- One-Shot Object Appearance Learning using Spiking Neural Networks☆23Updated 6 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆81Updated 2 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
- Collection of experimental Python and accompanying Bash scripts for training and evaluation of BindsNET networks.☆66Updated 2 years ago
- Implementation of Long Short Term Spiking NN☆39Updated 3 years ago
- Deep Learning library for Lava☆165Updated last month
- Deep learning with spiking neural networks (SNNs) in PyTorch.☆755Updated last month
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆71Updated last year
- spiking-neural-networks☆37Updated 7 months ago