machenslab / spikesLinks
Code for spike coding networks
☆15Updated 4 years ago
Alternatives and similar repositories for spikes
Users that are interested in spikes are comparing it to the libraries listed below
Sorting:
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆57Updated 7 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆335Updated last year
- spiking neural network implementing the SpikeProp algorithm for the improvement of beat detection in heart sound signals☆18Updated 11 years ago
- Code to train on MNIST, CIFAR-10 and ImageNet using burstprop.☆37Updated 4 years ago
- ☆96Updated last year
- Cosyne workshop tutorial 2022☆122Updated 3 years ago
- ☆31Updated 9 months ago
- ☆39Updated 5 years ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆52Updated 5 years ago
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆62Updated 4 years ago
- Event-Driven CD in Spiking Neural Networks☆20Updated 9 years ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆26Updated 8 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
- Long short-term memory Spiking Neural Networks☆105Updated 5 years ago
- Python exercises accompanying the book "Neuronal Dynamics"☆265Updated last year
- Auryn-based simulation of multiplexing and burst-dependent plasticity☆24Updated 4 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆32Updated last year
- The biologically plausible self backpropagation on SNNs and ANNs☆12Updated 4 years ago
- The Spiking Reservoir (Liquid State Machine - LSM) Simulator☆58Updated 2 years ago
- Auryn: A fast simulator for spiking neural networks with synaptic plasticity☆103Updated 7 months ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆43Updated last year
- Liquid State Machines in Python and NEST☆73Updated 4 years ago
- The code to simulate spiking neural networks as used in the paper "Spiking Time-Dependent Plasticity Leads to Efficient Coding of Predict…☆10Updated 5 years ago
- This repository serves as a container for material around the Brian simulator, such as presentations and tutorials.☆41Updated 9 months ago
- Tutorial for surrogate gradient learning in spiking neural networks☆47Updated 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
- To identify features by aggregate-label learning in spiking neurons☆14Updated 7 years ago
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆32Updated last year
- spiking-neural-networks☆37Updated last week
- Training Recurrent Neural Networks via Forward Propagation Through Time☆42Updated 4 years ago