Laborieux-Axel / holomorphic_eqpropLinks
Repository to reproduce the results of the paper "Holomorphic Equilibrium Propagation Computes Exact Gradients Through Finite Size Oscillations"
☆11Updated last year
Alternatives and similar repositories for holomorphic_eqprop
Users that are interested in holomorphic_eqprop are comparing it to the libraries listed below
Sorting:
- ☆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
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆56Updated last year
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆39Updated 6 years ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆53Updated 5 years ago
- ☆92Updated last year
- Neurons learn by predicting future activity☆30Updated 4 years ago
- ☆31Updated 2 years ago
- Official code base for NeurIPS 2021 SVRHM Workshop poster "On the use of Cortical Magnification and Saccades as Biological Proxies for Da…☆13Updated 2 years ago
- Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation☆32Updated last year
- Spiking neural networks in JAX with equinox.☆27Updated last year
- Public code for Illing, Ventura, Bellec & Gerstner 2021: Local plasticity rules can learn deep representations using self-supervised cont…☆25Updated last year
- Spyx: Spiking Neural Networks in JAX☆130Updated last week
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆95Updated last year
- Code to train on MNIST, CIFAR-10 and ImageNet using burstprop.☆38Updated 4 years ago
- Implementation of feedback alignment learning in PyTorch☆31Updated 2 years ago
- Learning to Learn: Gradient-free Optimization framework☆36Updated 4 years ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆29Updated 11 months ago
- A repository collating interesting and/or influential predictive coding papers☆90Updated 4 years ago
- Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurren…☆63Updated 2 years ago
- Official code for Coupled Oscillatory RNN (ICLR 2021, Oral)☆53Updated 4 years ago
- Predictive Coding JAX-based library☆86Updated 8 months ago
- Polished code for "Can a single neuron solve MNIST? The computational power of biological dendritic trees”☆48Updated 5 years ago
- Auryn-based simulation of multiplexing and burst-dependent plasticity☆25Updated 4 years ago
- A differentiable spiking neural network simulator☆24Updated last month
- An implementation of Olshausen and Field (96) in PyTorch☆32Updated 5 years ago
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆167Updated 5 years ago
- PyTorch implementation of linear and convolutional layers with fixed, random feedback weights.☆14Updated 4 years ago
- Supervised Spiking Network☆81Updated 3 years ago
- Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input (NeurIPS 2019)☆14Updated last year