linclab / EG_optimiser
Pytorch optimiser for training ANNs with exponentiated gradient desent
☆18Updated last month
Alternatives and similar repositories for EG_optimiser:
Users that are interested in EG_optimiser are comparing it to the libraries listed below
- Predictive Coding JAX-based library☆54Updated this week
- Software for using predictive coding algorithms to train PyTorch models.☆21Updated last year
- ☆40Updated 2 years ago
- ☆14Updated 3 years ago
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆151Updated 4 years ago
- Official Implementation of the ICML 2023 paper: "Neural Wave Machines: Learning Spatiotemporally Structured Representations with Locally …☆70Updated last year
- ☆28Updated 5 years ago
- Hierarchical Associative Memory User Experience☆101Updated last year
- ☆13Updated 2 years ago
- A repository collating interesting and/or influential predictive coding papers☆76Updated 3 years ago
- Predictive coding in Python☆65Updated last year
- This repository contains the code for the paper "Inferring Neural Activity Before Plasticity: A Foundation for Learning Beyond Backpropag…☆111Updated last year
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆35Updated 6 years ago
- Predictive Coding in the Visual Cortex: a Functional Interpretation of Some Extra-classical Receptive-field Effects☆24Updated 5 years ago
- Implementation of the "Online learning of long-range dependencies" paper, NeurIPS 2023☆18Updated 5 months ago
- Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation☆32Updated 5 months ago
- ☆25Updated 2 years ago
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆49Updated last year
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆15Updated 4 years ago
- Repository for example implementation of spatially-embedded RNNs. See https://www.jachterberg.com/seRNN for more information.☆45Updated 6 months ago
- Some methods for comparing network representations in deep learning and neuroscience.☆136Updated 8 months ago
- ☆38Updated last year
- ☆60Updated 3 years ago
- Topographic Deep Artificial Neural Networks☆52Updated 6 months ago
- Example of Dense Associative Memory training on MNIST☆36Updated 2 years ago
- Language of thought library for python 3☆48Updated last year
- ☆10Updated this week
- A programming language for formal/informal computation.☆41Updated last week
- Polished code for "Can a single neuron solve MNIST? The computational power of biological dendritic trees”☆46Updated 4 years ago
- ☆11Updated last year