Shikhargupta / Spiking-Neural-NetworkLinks
Pure python implementation of SNN
☆1,142Updated 3 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:
- Simulation of spiking neural networks (SNNs) using PyTorch.☆1,626Updated 2 weeks ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆394Updated 4 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
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆167Updated 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
- Deep learning with spiking neural networks (SNNs) in PyTorch.☆764Updated 2 weeks ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆129Updated 8 years ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆134Updated 4 years ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆229Updated last year
- Brian is a free, open source simulator for spiking neural networks.☆1,059Updated this week
- Deep and online learning with spiking neural networks in Python☆1,726Updated last month
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆320Updated 4 months ago
- ☆255Updated 4 years ago
- ☆70Updated 4 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆335Updated last year
- SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.☆1,755Updated 2 weeks ago
- Basic SNN propogating spikes between LIF neurons☆86Updated 7 years ago
- Spatio-temporal BP for SNNs☆232Updated 3 years ago
- One-Shot Object Appearance Learning using Spiking Neural Networks☆23Updated 6 years ago
- A Spiking Neural Network Architecture for MNIST Digit Recognition☆34Updated 7 years ago
- Spiking Convolutional Neural Networks☆68Updated 6 years ago
- Deep Learning library for Lava☆166Updated 2 months ago
- Spiking MLP built using BRIAN☆31Updated 8 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆102Updated 4 years ago
- ☆66Updated 3 years ago
- Collection of experimental Python and accompanying Bash scripts for training and evaluation of BindsNET networks.☆66Updated 2 years ago
- Long short-term memory Spiking Neural Networks☆104Updated 5 years ago
- Event datasets and transforms.☆258Updated last week
- Implementation of Long Short Term Spiking NN☆39Updated 3 years ago