dbersan / Predictive-Coding-ImplementationLinks
Implementation of Predictive Coding model for transfer learning in PyTorch
☆20Updated 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:
- A repository collating interesting and/or influential predictive coding papers☆85Updated 3 years ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆26Updated 5 months ago
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆49Updated last year
- Implementation of feedback alignment learning in PyTorch☆31Updated 2 years ago
- Predictive Coding JAX-based library☆69Updated 2 months ago
- Automatic Hebbian learning in multi-layer convolutional networks with PyTorch, by expressing Hebbian plasticity rules as gradients☆38Updated 2 years ago
- Deep Spiking Reinforcement Learning☆24Updated last year
- PyTorch implementation of linear and convolutional layers with fixed, random feedback weights.☆14Updated 4 years ago
- Training Recurrent Neural Networks via Forward Propagation Through Time☆41Updated 4 years ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆49Updated 4 years ago
- ☆79Updated last year
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆156Updated 4 years ago
- Neurons learn by predicting future activity☆29Updated 3 years ago
- Auryn-based simulation of multiplexing and burst-dependent plasticity☆23Updated 4 years ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆18Updated 4 years ago
- NGC-Learn: Neurobiological Systems Design and Simulation in Python☆155Updated 2 weeks ago
- Public code for Illing, Ventura, Bellec & Gerstner 2021: Local plasticity rules can learn deep representations using self-supervised cont…☆24Updated last year
- Two self-contained notebooks to perform "weight transformer" from pretrained Transformer model to neuron-astrocyte network.☆23Updated 2 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆55Updated 2 years ago
- Code to train on MNIST, CIFAR-10 and ImageNet using burstprop.☆37Updated 4 years ago
- Repository for example implementation of spatially-embedded RNNs. See https://www.jachterberg.com/seRNN for more information.☆46Updated 9 months ago
- repository for grid cell network code☆63Updated 2 years ago
- ☆39Updated 2 years ago
- Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.☆41Updated 4 months ago
- Predictive coding in Python☆66Updated last year
- ☆35Updated last year
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆35Updated 5 years ago
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆87Updated last year
- ☆191Updated 2 years ago
- ☆14Updated 3 years ago