miladmozafari / SpykeTorchLinks
High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.
☆389Updated 3 years ago
Alternatives and similar repositories for SpykeTorch
Users that are interested in SpykeTorch are comparing it to the libraries listed below
Sorting:
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆226Updated 10 months ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆375Updated 2 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆318Updated 10 months ago
- ☆345Updated 3 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…☆268Updated 2 years ago
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆317Updated last week
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆162Updated 5 years ago
- Deep learning with spiking neural networks (SNNs) in PyTorch.☆732Updated 2 weeks ago
- Collection of experimental Python and accompanying Bash scripts for training and evaluation of BindsNET networks.☆66Updated 2 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆128Updated 8 years ago
- ☆70Updated 3 years ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆134Updated 4 years ago
- ☆254Updated 4 years ago
- Deep Learning library for Lava☆160Updated 2 weeks ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆44Updated last year
- Spatio-temporal BP for SNNs☆228Updated 3 years ago
- Basic SNN propogating spikes between LIF neurons☆84Updated 6 years ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆1,586Updated last week
- Pure python implementation of SNN☆1,097Updated 2 years ago
- Brian is a free, open source simulator for spiking neural networks.☆1,015Updated this week
- Spiking Convolutional Neural Networks☆69Updated 6 years 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
- ☆141Updated 4 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆100Updated 4 years ago
- Neuromorphic Intermediate Representation reference implementation☆111Updated last week
- Event datasets and transforms.☆242Updated last week
- ☆91Updated last year
- This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…☆83Updated last year
- A Python package for simulator-independent specification of neuronal network models.☆291Updated 2 months ago
- GeNN is a GPU-enhanced Neuronal Network simulation environment based on code generation for Nvidia CUDA.☆254Updated 2 weeks ago