chrhenning / snn_global_pattern_induction
Framework to train and simulate a spiking neural network (SNN) using Brian2, that implements a learning rule that combines STDP with a global feedback mechanism to support strong, contrasty pattern formation.
☆13Updated 6 years ago
Alternatives and similar repositories for snn_global_pattern_induction:
Users that are interested in snn_global_pattern_induction are comparing it to the libraries listed below
- Data encoders☆32Updated 4 years ago
- spiking neural network implementing the SpikeProp algorithm for the improvement of beat detection in heart sound signals☆17Updated 11 years ago
- This is a repository with implementations of neuron models, synapses, and spiking neural networks (SNN). It's still in development and it…☆31Updated 4 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
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆28Updated 3 years ago
- spiking-neural-networks☆36Updated 2 months ago
- Feedforward spiking neural network has been trained with SpikeProp algorithm☆22Updated 7 years ago
- a spiking neural network module, tempotron for classification☆18Updated 4 years ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆56Updated 6 years ago
- Spiking Convolutional Neural Networks☆67Updated 6 years ago
- A spiking neural network undergoes plastic changes based on the timing of neural spikes (MATLAB).☆10Updated 10 years ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆29Updated 4 years ago
- The repository offer the simulation scripts of three different single-layer SNN learning algorihtms proposed by Querlioz, Diehl and this …☆13Updated 5 years ago
- Interactive Matplotlib Plots in Python, convering Models such as the Leaky Integrate and Fire, Izhikevich Model, FitzHugh-Nagumo Model et…☆68Updated 6 years ago
- Differentiate notes using a spiking neural network☆49Updated 3 years ago
- Spiking Neural Network to identify spoken letters☆8Updated 7 years ago
- Basic SNN propogating spikes between LIF neurons☆84Updated 6 years ago
- Implementation of Long Short Term Spiking NN☆39Updated 2 years ago
- Long short-term memory Spiking Neural Networks☆102Updated 5 years ago
- ☆41Updated last year
- Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Jul…☆23Updated 2 years ago
- One-Shot Object Appearance Learning using Spiking Neural Networks☆23Updated 5 years ago
- A brian2 extension to simulate spiking neural networks on GPUs☆62Updated 2 months ago
- A Spiking Neural Network encoder for time series data☆21Updated 3 years ago
- ☆29Updated 2 months ago
- This repository serves as a container for material around the Brian simulator, such as presentations and tutorials.☆40Updated 3 months ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆35Updated 7 months ago
- This repo is the implementation of the spatio-temporal credit assignment （STCA） algorithm for training deep spiking neural networks.☆25Updated 5 years ago
- A spiking neural network based on the LIF neuron model to detect genre of given song☆23Updated 7 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆29Updated 9 months ago