Jumaruba / SNN
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.
☆31Updated 4 years ago
Alternatives and similar repositories for SNN:
Users that are interested in SNN are comparing it to the libraries listed below
- 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
- Spiking Convolutional Neural Networks☆67Updated 6 years ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆29Updated 4 years ago
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆60Updated 4 years ago
- Basic SNN propogating spikes between LIF neurons☆84Updated 6 years ago
- ☆45Updated 2 years ago
- ☆42Updated 5 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆39Updated 7 months ago
- Long short-term memory Spiking Neural Networks☆102Updated 5 years ago
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆69Updated last year
- spiking-neural-networks☆37Updated 3 months ago
- ☆37Updated 3 years ago
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆28Updated 3 years ago
- A Spiking Neural Network Architecture for MNIST Digit Recognition☆32Updated 6 years ago
- ☆90Updated last year
- ☆53Updated 2 years ago
- ☆13Updated 4 years ago
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆31Updated last year
- ☆14Updated 5 years ago
- A Spiking Neural Network model for Digit Recognition using the N-MNIST dataset.☆19Updated 4 years ago
- a spiking neural network module, tempotron for classification☆17Updated 4 years ago
- ☆33Updated 5 years ago
- ☆16Updated 4 years ago
- Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Jul…☆23Updated 2 years ago
- Supervised Spiking Network☆80Updated 2 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆158Updated 5 years ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆100Updated 4 years ago
- spiking neural network implementing the SpikeProp algorithm for the improvement of beat detection in heart sound signals☆17Updated 11 years ago
- ☆44Updated last year
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆126Updated 4 years ago