Jumaruba / SNNLinks
This is a repository with implementations of neuron models, synapses, and spiking neural networks (SNN). It's still in development and it has original content in terms of code.
☆32Updated 5 years ago
Alternatives and similar repositories for SNN
Users that are interested in SNN are comparing it to the libraries listed below
Sorting:
- Basic SNN propogating spikes between LIF neurons☆86Updated 7 years ago
- ☆46Updated 3 years ago
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆64Updated 5 years ago
- Long short-term memory Spiking Neural Networks☆107Updated 5 years ago
- ☆38Updated 3 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆170Updated 6 years ago
- Spiking Convolutional Neural Networks☆68Updated 7 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆45Updated last year
- 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
- ☆34Updated 5 years ago
- ☆102Updated last year
- spiking-neural-networks☆38Updated 2 months ago
- Supervised Spiking Network☆81Updated 3 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
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆32Updated last year
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆32Updated 3 years ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆53Updated 5 years ago
- Codes of the paper of "Surrogate-Assisted Evolutionary Search of Spiking Neural Architectures in Liquid State Machines"☆12Updated 2 years ago
- Supervised learning in spiking neural networks for precise temporal encoding☆18Updated 6 years ago
- Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Jul…☆28Updated 6 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
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆58Updated 7 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆133Updated 8 years ago
- A Spiking Neural Network Architecture for MNIST Digit Recognition☆35Updated 7 years ago
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆136Updated 5 years ago
- ☆17Updated 3 years ago
- ☆357Updated 3 years ago
- ☆42Updated 6 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆59Updated 2 years ago
- ☆40Updated 2 years ago