IGITUGraz / H-MemLinks
Code for Limbacher, T. and Legenstein, R. (2020). H-Mem: Harnessing synaptic plasticity with Hebbian Memory Networks
☆14Updated 3 years ago
Alternatives and similar repositories for H-Mem
Users that are interested in H-Mem are comparing it to the libraries listed below
Sorting:
- ☆103Updated last year
- Training Recurrent Neural Networks via Forward Propagation Through Time☆42Updated 4 years ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆53Updated 5 years ago
- ☆31Updated last year
- Tutorial for surrogate gradient learning in spiking neural networks☆351Updated last year
- Interactive Matplotlib Plots in Python, convering Models such as the Leaky Integrate and Fire, Izhikevich Model, FitzHugh-Nagumo Model et…☆69Updated 7 years ago
- Long short-term memory Spiking Neural Networks☆109Updated 5 years ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆44Updated last year
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆30Updated last year
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆58Updated 7 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆33Updated last year
- Official implementation of our paper "Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models"☆20Updated 3 months ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆231Updated last year
- Liquid State Machines in Python and NEST☆76Updated 5 years ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆397Updated 4 years ago
- Brian 2 frontend to the GeNN simulator☆48Updated last month
- What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural net…☆275Updated 3 years ago
- A brian2 extension to simulate spiking neural networks on GPUs☆66Updated last week
- The Spiking Reservoir (Liquid State Machine - LSM) Simulator☆59Updated 2 years ago
- A library for deep learning with Spiking Neural Networks (SNN).☆38Updated last month
- A differentiable spiking neural network simulator☆24Updated last month
- Neurons learn by predicting future activity☆30Updated 4 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆59Updated 3 years ago
- ☆34Updated 5 years ago
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆325Updated 8 months ago
- Python library for easy creation and running of spiking neural networks in tensorflow.☆32Updated 6 years ago
- Dynamic Neural Fields with Lava☆46Updated 2 weeks ago
- Cosyne workshop tutorial 2022☆128Updated 3 years ago
- Auryn: A fast simulator for spiking neural networks with synaptic plasticity☆106Updated 10 months ago
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆56Updated last year