romanpogodin / towards-bio-plausible-convLinks
☆14Updated 4 years ago
Alternatives and similar repositories for towards-bio-plausible-conv
Users that are interested in towards-bio-plausible-conv are comparing it to the libraries listed below
Sorting:
- Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation☆32Updated last year
- Automatic Hebbian learning in multi-layer convolutional networks with PyTorch, by expressing Hebbian plasticity rules as gradients☆40Updated 2 years ago
- Predictive Coding JAX-based library☆85Updated 7 months ago
- Bayesian model reduction for probabilistic machine learning☆11Updated 5 months ago
- Public code for Illing, Ventura, Bellec & Gerstner 2021: Local plasticity rules can learn deep representations using self-supervised cont…☆25Updated last year
- The Energy Transformer block, in JAX☆62Updated last year
- Pytorch implementation of Hebbian learning algorithms to train deep convolutional neural networks.☆27Updated last year
- Neurons learn by predicting future activity☆30Updated 4 years ago
- Official code for Coupled Oscillatory RNN (ICLR 2021, Oral)☆51Updated 4 years ago
- Learning to Learn: Gradient-free Optimization framework☆36Updated 4 years ago
- Auryn-based simulation of multiplexing and burst-dependent plasticity☆25Updated 4 years ago
- Software for using predictive coding algorithms to train PyTorch models.☆26Updated last year
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆95Updated last year
- repo for code for paper on general theory associative memory models☆21Updated 3 years ago
- ☆91Updated last year
- ☆41Updated 3 years ago
- Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input (NeurIPS 2019)☆14Updated last year
- Repository to reproduce the results of the paper "Holomorphic Equilibrium Propagation Computes Exact Gradients Through Finite Size Oscill…☆11Updated last year
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆38Updated 5 years ago
- Tools for examining the causal structure of artificial neural networks with information theory☆23Updated 5 years ago
- ☆41Updated 3 years ago
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆55Updated last year
- ☆14Updated 3 years ago
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆163Updated 5 years ago
- ☆27Updated 2 years ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆52Updated 5 years ago
- The Official PyTorch Implementation of "Brain-like Variational Inference" (NeurIPS 2025 Paper)☆64Updated last week
- The code for performing MTL on object recognition with neural data☆16Updated 4 years ago
- Research of a deep predictive coding model for unsupervised representation learning from video and audio data.☆31Updated 6 years ago
- Official PyTorch implementation of NeuralSVD (ICML 2024)☆20Updated last year