liukidar / pcxLinks
Predictive Coding JAX-based library
☆83Updated 6 months ago
Alternatives and similar repositories for pcx
Users that are interested in pcx are comparing it to the libraries listed below
Sorting:
- A repository collating interesting and/or influential predictive coding papers☆89Updated 4 years ago
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆162Updated 4 years ago
- ☆41Updated 3 years ago
- repo for code for paper on general theory associative memory models☆20Updated 3 years ago
- NGC-Learn: Neurobiological Systems Simulation and NeuroAI Design in Python☆164Updated 3 weeks ago
- Predictive coding in Python☆69Updated last year
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆53Updated last year
- ☆14Updated 4 years ago
- Automatic Hebbian learning in multi-layer convolutional networks with PyTorch, by expressing Hebbian plasticity rules as gradients☆40Updated 2 years ago
- Software for using predictive coding algorithms to train PyTorch models.☆26Updated last year
- This repository contains the code for the paper "Inferring Neural Activity Before Plasticity: A Foundation for Learning Beyond Backpropag…☆133Updated last year
- Flexible Inference for Predictive Coding Networks in JAX.☆56Updated 2 weeks ago
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆91Updated last year
- Topographic Deep Artificial Neural Networks☆53Updated this week
- ☆15Updated 2 years ago
- Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.☆43Updated 9 months ago
- Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurren…☆60Updated 2 years ago
- PyHGF: A neural network library for predictive coding☆105Updated 3 weeks ago
- Unofficial implementation of Linear Recurrent Units, by Deepmind, in Pytorch☆71Updated 6 months ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆18Updated 5 years ago
- Implementation of the Tolman Eichenbaum Machine in pytorch☆166Updated 3 years ago
- Predictive Coding in the Visual Cortex: a Functional Interpretation of Some Extra-classical Receptive-field Effects☆24Updated 6 years ago
- repository for grid cell network code☆66Updated 2 years ago
- Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation☆32Updated 11 months ago
- Hierarchical Associative Memory User Experience☆104Updated 3 months ago
- ☆12Updated 2 months ago
- Repository for example implementation of spatially-embedded RNNs. See https://www.jachterberg.com/seRNN for more information.☆47Updated 3 months ago
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆37Updated 5 years ago
- Official PyTorch implementation of Bispectral Neural Networks, ICLR 2023☆26Updated 7 months ago
- A repository for major/influential FEP and active inference papers.☆211Updated 4 years ago