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:
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆168Updated 6 years ago
- spiking-neural-networks☆37Updated last month
- Basic SNN propogating spikes between LIF neurons☆86Updated 7 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
- Data encoders☆33Updated 4 years ago
- 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
- ☆355Updated 3 years ago
- A python implementation of a spiking neural network with STDP and Reinforcement learning methods☆132Updated 8 years ago
- ☆97Updated last year
- ☆30Updated 10 months ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆136Updated 4 years ago
- Long short-term memory Spiking Neural Networks☆107Updated 5 years ago
- Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Jul…☆27Updated 5 months ago
- Interactive Matplotlib Plots in Python, convering Models such as the Leaky Integrate and Fire, Izhikevich Model, FitzHugh-Nagumo Model et…☆70Updated 6 years ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆386Updated 2 years ago
- Spiking Convolutional Neural Networks☆68Updated 6 years ago
- Cosyne workshop tutorial 2022☆124Updated 3 years ago
- ☆70Updated 4 years ago
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆31Updated 3 years ago
- Brian 2 frontend to the GeNN simulator☆48Updated 3 weeks ago
- Some of my initial studies using spiking neural networks and Python☆39Updated 3 years ago
- spiking neural network implementing the SpikeProp algorithm for the improvement of beat detection in heart sound signals☆18Updated 11 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆33Updated last year
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆62Updated 4 years ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆58Updated 7 years ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆231Updated last year
- Tutorial for surrogate gradient learning in spiking neural networks☆46Updated last year
- This repository serves as a container for material around the Brian simulator, such as presentations and tutorials.☆41Updated 11 months ago
- Feedforward spiking neural network has been trained with SpikeProp algorithm☆22Updated 7 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆343Updated last year