QUVA-Lab / spiking-equilibrium-propLinks
☆12Updated 4 years ago
Alternatives and similar repositories for spiking-equilibrium-prop
Users that are interested in spiking-equilibrium-prop are comparing it to the libraries listed below
Sorting:
- ☆115Updated last year
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆38Updated 5 years ago
- Convolutional deep neural network with biology-inspired learning rule (Hebbian and reward-based learning)☆50Updated 8 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 7 years ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆58Updated 7 years ago
- Deep learning in a spiking neural network using segregated dendrites.☆85Updated 8 years ago
- Experiments for the paper "Exponential expressivity in deep neural networks through transient chaos"☆73Updated 9 years ago
- ☆143Updated 4 years ago
- Automatic Hebbian learning in multi-layer convolutional networks with PyTorch, by expressing Hebbian plasticity rules as gradients☆40Updated 2 years ago
- Deep Learning without Weight Transport☆36Updated 6 years ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆52Updated 5 years ago
- ☆28Updated 6 years ago
- ☆17Updated 5 years ago
- Synaptic Plasticity with Online Reinforcement learning☆27Updated 7 years ago
- neuronal message passing☆18Updated 7 years ago
- Event-Driven CD in Spiking Neural Networks☆20Updated 9 years ago
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆37Updated 6 years ago
- Reinforcement Learning for Spiking Neural Networks☆86Updated last year
- Example of "biological" learning for MNIST☆300Updated 3 years ago
- Repository for code, data, and other artifacts for "Minibatch Processing in Spiking Neural Networks"☆14Updated 6 years ago
- Training neural networks with target propagation☆13Updated 8 years ago
- Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input (NeurIPS 2019)☆14Updated last year
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆163Updated 5 years ago
- Auryn: A fast simulator for spiking neural networks with synaptic plasticity☆104Updated 8 months ago
- Code for "Deep predictive coding network with local recurrent processing for object recognition"☆30Updated last year
- Implementation of feedback alignment learning in PyTorch☆31Updated 2 years ago
- a python implementation of various versions of the information bottleneck, including automated parameter searching☆129Updated 5 years ago
- RBM implemented with spiking neurons in Python. Contrastive Divergence used to train the network.☆29Updated 8 years ago
- PyTorch Implementation of “Unsupervised learning by competing hidden units” MNIST classifier☆12Updated 6 years ago
- ☆134Updated 8 years ago