chrhenning / snn_global_pattern_inductionLinks
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.
☆14Updated 7 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
Sorting:
- Interactive Matplotlib Plots in Python, convering Models such as the Leaky Integrate and Fire, Izhikevich Model, FitzHugh-Nagumo Model et…☆70Updated 6 years ago
- Cosyne workshop tutorial 2022☆125Updated 3 years ago
- ☆30Updated 11 months ago
- Basic SNN propogating spikes between LIF neurons☆86Updated 7 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆170Updated 6 years ago
- This repository serves as a container for material around the Brian simulator, such as presentations and tutorials.☆41Updated 11 months ago
- spiking-neural-networks☆38Updated 2 months ago
- ☆356Updated 3 years ago
- Data encoders☆33Updated 4 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆33Updated last year
- spiking neural network implementing the SpikeProp algorithm for the improvement of beat detection in heart sound signals☆18Updated 11 years ago
- Brian 2 frontend to the GeNN simulator☆48Updated 3 weeks ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆387Updated 2 years ago
- 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
- Liquid State Machines in Python and NEST☆75Updated 5 years ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆58Updated 7 years ago
- The repository offer the simulation scripts of three different single-layer SNN learning algorihtms proposed by Querlioz, Diehl and this …☆15Updated 5 years ago
- Event-Driven CD in Spiking Neural Networks☆20Updated 9 years ago
- A brian2 extension to simulate spiking neural networks on GPUs☆66Updated last week
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆133Updated 8 years ago
- ☆102Updated last year
- This is a repository with implementations of neuron models, synapses, and spiking neural networks (SNN). It's still in development and it…☆32Updated 5 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆349Updated last year
- Long short-term memory Spiking Neural Networks☆107Updated 5 years ago
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆13Updated 2 years ago
- Brian2 version of stdp-mnist☆10Updated 3 years ago
- ☆70Updated 4 years ago
- ☆38Updated 3 years ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆136Updated 4 years ago
- The SpiNNaker implementation of the PyNN neural networking language☆115Updated this week