linclab / EG_optimiserLinks
Pytorch optimiser for training ANNs with exponentiated gradient desent
☆19Updated 5 months ago
Alternatives and similar repositories for EG_optimiser
Users that are interested in EG_optimiser are comparing it to the libraries listed below
Sorting:
- Predictive Coding JAX-based library☆81Updated 4 months ago
- ☆41Updated 3 years ago
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆160Updated 4 years ago
- Brain-like variational inference☆58Updated 3 months ago
- Predictive coding in Python☆68Updated last year
- ☆14Updated 2 years ago
- ☆39Updated last year
- ☆30Updated 3 years ago
- ☆12Updated 3 weeks ago
- Temporal Neural Networks☆18Updated last month
- Implementation of the "Online learning of long-range dependencies" paper, NeurIPS 2023☆19Updated 10 months ago
- Software for using predictive coding algorithms to train PyTorch models.☆26Updated last year
- A repository collating interesting and/or influential predictive coding papers☆89Updated 4 years ago
- Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation☆32Updated 10 months ago
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆139Updated 4 years ago
- Hierarchical Associative Memory User Experience☆103Updated 2 months ago
- This repository contains the code for the paper "Inferring Neural Activity Before Plasticity: A Foundation for Learning Beyond Backpropag…☆128Updated last year
- Predictive Coding in the Visual Cortex: a Functional Interpretation of Some Extra-classical Receptive-field Effects☆24Updated 6 years ago
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆89Updated last year
- repository for grid cell network code☆65Updated 2 years ago
- Some methods for comparing network representations in deep learning and neuroscience.☆140Updated last year
- seqax = sequence modeling + JAX☆167Updated last month
- ☆14Updated 4 years ago
- ☆28Updated 6 years ago
- NGC-Learn: Neurobiological Systems Design and Simulation in Python☆161Updated last month
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆51Updated last year
- ☆194Updated 2 years ago
- The standardised environment for the hippocampus and entorhinal cortex models☆75Updated last week
- Minimizing Control for Credit Assignment with Strong Feedback☆14Updated 10 months ago
- Example of Dense Associative Memory training on MNIST☆39Updated 2 years ago