liukidar / pcxLinks
Predictive Coding JAX-based library
☆77Updated 3 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☆88Updated 4 years ago
- Flexible Inference for Predictive Coding Networks in JAX.☆53Updated last month
- ☆41Updated 2 years ago
- ☆13Updated last month
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆158Updated 4 years ago
- NGC-Learn: Neurobiological Systems Design and Simulation in Python☆155Updated last week
- Predictive coding in Python☆67Updated last year
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆51Updated last year
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆87Updated last year
- Software for using predictive coding algorithms to train PyTorch models.☆25Updated last year
- Unofficial implementation of Linear Recurrent Units, by Deepmind, in Pytorch☆71Updated 3 months ago
- repo for code for paper on general theory associative memory models☆20Updated 3 years ago
- Implementation of the Tolman Eichenbaum Machine in pytorch☆157Updated 3 years ago
- ☆14Updated 4 years ago
- Differentiable neuron simulations with biophysical detail on CPU, GPU, or TPU.☆106Updated last week
- Hierarchical Associative Memory User Experience☆103Updated 3 weeks ago
- This repository contains the code for the paper "Inferring Neural Activity Before Plasticity: A Foundation for Learning Beyond Backpropag…☆125Updated last year
- Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation☆32Updated 9 months ago
- A repository for major/influential FEP and active inference papers.☆200Updated 4 years ago
- ☆298Updated 7 months ago
- repository for grid cell network code☆63Updated 2 years ago
- Automatic Hebbian learning in multi-layer convolutional networks with PyTorch, by expressing Hebbian plasticity rules as gradients☆39Updated 2 years ago
- Brain-like variational inference☆55Updated 2 months ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆18Updated 5 years ago
- ☆15Updated 2 years ago
- Reference sparse coding implementations for efficient learning and inference.☆24Updated last month
- Predictive Coding in the Visual Cortex: a Functional Interpretation of Some Extra-classical Receptive-field Effects☆24Updated 6 years ago
- Algorithms for computations on random manifolds made easier☆91Updated last year
- Official PyTorch implementation of Bispectral Neural Networks, ICLR 2023☆25Updated 4 months ago
- Repository for example implementation of spatially-embedded RNNs. See https://www.jachterberg.com/seRNN for more information.☆46Updated 3 weeks ago