NeuromorphicComputing / STPNLinks
☆30Updated 2 years ago
Alternatives and similar repositories for STPN
Users that are interested in STPN are comparing it to the libraries listed below
Sorting:
- ☆90Updated last year
- Neurons learn by predicting future activity☆29Updated 3 years ago
- Training Recurrent Neural Networks via Forward Propagation Through Time☆42Updated 4 years ago
- ☆96Updated last year
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆52Updated 5 years ago
- Code to train on MNIST, CIFAR-10 and ImageNet using burstprop.☆37Updated 4 years ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆26Updated 9 months ago
- Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurren…☆60Updated 2 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆339Updated last year
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆53Updated last year
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆37Updated 5 years ago
- A library for deep learning with Spiking Neural Networks (SNN).☆34Updated last week
- Implementation of feedback alignment learning in PyTorch☆31Updated 2 years ago
- Spiking neural networks in JAX with equinox.☆27Updated last year
- Auryn-based simulation of multiplexing and burst-dependent plasticity☆24Updated 4 years ago
- ☆46Updated 3 years ago
- Long short-term memory Spiking Neural Networks☆106Updated 5 years ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆43Updated last year
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆229Updated last year
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆143Updated 4 years ago
- Spyx: Spiking Neural Networks in JAX☆126Updated last year
- ☆22Updated 3 weeks ago
- Implementation of eventprop learning in GeNN☆14Updated 9 months ago
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆73Updated 3 weeks ago
- Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation☆32Updated 11 months ago
- Public code for Illing, Ventura, Bellec & Gerstner 2021: Local plasticity rules can learn deep representations using self-supervised cont…☆25Updated last year
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆33Updated last year
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆58Updated 7 years ago
- Pytorch implementation of Hebbian learning algorithms to train deep convolutional neural networks.☆27Updated last year
- NGC-Learn: Neurobiological Systems Simulation and NeuroAI Design in Python☆163Updated 3 weeks ago