dbersan / Predictive-Coding-ImplementationLinks
Implementation of Predictive Coding model for transfer learning in PyTorch
☆24Updated last year
Alternatives and similar repositories for Predictive-Coding-Implementation
Users that are interested in Predictive-Coding-Implementation are comparing it to the libraries listed below
Sorting:
- Tutorial for surrogate gradient learning in spiking neural networks☆349Updated last year
- ☆91Updated last year
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆29Updated 11 months ago
- Deep Spiking Reinforcement Learning☆23Updated 2 years ago
- Training Recurrent Neural Networks via Forward Propagation Through Time☆42Updated 4 years ago
- Automatic Hebbian learning in multi-layer convolutional networks with PyTorch, by expressing Hebbian plasticity rules as gradients☆40Updated 2 years ago
- Predictive Coding JAX-based library☆86Updated 8 months ago
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆55Updated last year
- Unofficial implementation of Linear Recurrent Units, by Deepmind, in Pytorch☆72Updated 8 months ago
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆163Updated 5 years ago
- Implementation of feedback alignment learning in PyTorch☆31Updated 2 years ago
- Code to train on MNIST, CIFAR-10 and ImageNet using burstprop.☆38Updated 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
- Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurren…☆63Updated 2 years ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆44Updated last year
- Code to simulate energy-based analog systems and equilibrium propagation☆31Updated 8 months ago
- Auryn-based simulation of multiplexing and burst-dependent plasticity☆25Updated 4 years ago
- NGC-Learn: Neurobiological Systems Simulation and NeuroAI Design in Python☆170Updated this week
- A repository collating interesting and/or influential predictive coding papers☆90Updated 4 years ago
- Spyx: Spiking Neural Networks in JAX☆126Updated last month
- Spiking neural networks in JAX with equinox.☆27Updated last year
- Official implementation of Fully Spiking Variational Autoencoder [AAAI2022]☆74Updated 2 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆59Updated 2 years ago
- Public code for Illing, Ventura, Bellec & Gerstner 2021: Local plasticity rules can learn deep representations using self-supervised cont…☆25Updated last year
- ☆31Updated 2 years ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆397Updated 4 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆57Updated 3 years ago
- Deep learning with spiking neural networks (SNNs) in PyTorch.☆778Updated 3 months ago
- ☆46Updated last year
- ☆102Updated last year