IGITUGraz / spore-nest-module
Synaptic Plasticity with Online Reinforcement learning
☆25Updated 6 years ago
Related projects: ⓘ
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆54Updated 6 years ago
- Learning to Learn: Gradient-free Optimization framework☆36Updated 3 years ago
- Deep learning in a spiking neural network using segregated dendrites.☆86Updated 7 years ago
- Brian 2 frontend to the GeNN simulator☆46Updated 2 weeks ago
- Auryn: A fast simulator for spiking neural networks with synaptic plasticity☆98Updated 8 months ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆48Updated 3 years ago
- Long short-term memory Spiking Neural Networks☆97Updated 4 years ago
- Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this pro…☆90Updated 6 years ago
- Instructive examples using projects in the Nengo ecosystem☆23Updated 10 months ago
- Deep learning integration for Nengo☆88Updated 2 months ago
- ☆69Updated 9 years ago
- ☆32Updated 4 years ago
- Liquid State Machines in Python and NEST☆59Updated 3 years ago
- Code for Limbacher, T. and Legenstein, R. (2020). H-Mem: Harnessing synaptic plasticity with Hebbian Memory Networks☆13Updated 2 years ago
- ☆83Updated 6 months ago
- A brian2 extension to simulate spiking neural networks on GPUs☆60Updated 2 months ago
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆35Updated 5 years ago
- The SpiNNaker implementation of the PyNN neural networking language☆101Updated this week
- The Spiking Reservoir (Liquid State Machine - LSM) Simulator☆49Updated last year
- Event-Driven CD in Spiking Neural Networks☆21Updated 8 years ago
- Reinforcement Learning for Spiking Neural Networks☆78Updated last month
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆21Updated 8 months ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆44Updated 6 months ago
- Code to train on MNIST, CIFAR-10 and ImageNet using burstprop.☆36Updated 3 years ago
- hdnet - Hopfield denoising network☆12Updated last year
- ☆109Updated 6 months ago
- Training neural networks with target propagation☆12Updated 7 years ago
- ☆141Updated 3 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆25Updated 3 months ago
- Python library for easy creation and running of spiking neural networks in tensorflow.☆31Updated 5 years ago