eneftci / eCD
Event-Driven CD in Spiking Neural Networks
☆20Updated 9 years ago
Alternatives and similar repositories for eCD:
Users that are interested in eCD are comparing it to the libraries listed below
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆56Updated 6 years ago
- Reinforcement Learning for Spiking Neural Networks☆81Updated 7 months ago
- spiking neural network implementing the SpikeProp algorithm for the improvement of beat detection in heart sound signals☆17Updated 11 years ago
- Event-based deep belief network offline training algorithm☆22Updated 10 years ago
- ☆32Updated 6 years ago
- ☆69Updated 9 years ago
- Brian 2 frontend to the GeNN simulator☆46Updated 6 months ago
- Supervised learning in spiking neural networks with FORCE training (Nicola & Clopath 2017)☆19Updated 6 years ago
- Brian is a simulator for spiking neural networks available on almost all platforms. This is the legacy version that is no longer develope…☆59Updated 2 years ago
- spiking-neural-networks☆36Updated 2 months 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
- A brian2 extension to simulate spiking neural networks on GPUs☆62Updated 2 months ago
- To identify features by aggregate-label learning in spiking neurons☆14Updated 7 years ago
- ANNarchy (Artificial Neural Networks architect) is a parallel simulator for rate-coded and spiking neural networks.☆39Updated last week
- Supervised learning in spiking neural networks for precise temporal encoding☆18Updated 5 years ago
- Using spiking neurons and spike-timing-dependent plasticity to classify the MNIST handwritten digits.☆157Updated 5 years ago
- Instructive examples using projects in the Nengo ecosystem☆23Updated last year
- Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this pro…☆90Updated 7 years ago
- Code for spike coding networks☆15Updated 4 years ago
- Python simulations of neuron models like SRM and STDP☆35Updated 9 years ago
- Spiking Convolutional Neural Networks☆66Updated 6 years ago
- Framework to train and simulate a spiking neural network (SNN) using Brian2, that implements a learning rule that combines STDP with a gl…☆13Updated 6 years ago
- ☆89Updated last year
- Auryn: A fast simulator for spiking neural networks with synaptic plasticity☆100Updated last week
- This is the PyNN code used in the paper titled "Multilayer Spiking Neural Network for audio samples classification using SpiNNaker", whic…☆32Updated 3 years ago
- Spiking Neural Network to identify spoken letters☆8Updated 7 years ago
- Deep learning integration for Nengo☆89Updated this week
- Liquid State Machines in Python and NEST☆69Updated 4 years ago
- The Spiking Reservoir (Liquid State Machine - LSM) Simulator☆55Updated last year
- Feedforward spiking neural network has been trained with SpikeProp algorithm☆22Updated 7 years ago