Implementation of feedback alignment learning in PyTorch
☆32Jun 5, 2023Updated 2 years ago
Alternatives and similar repositories for feedback-alignment-pytorch
Users that are interested in feedback-alignment-pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch implementation of linear and convolutional layers with fixed, random feedback weights.☆15Mar 14, 2021Updated 5 years ago
- PyTorch-based code for training fully-connected and convolutional networks using backpropagation (BP), feedback alignment (FA), direct fe…☆66Feb 11, 2021Updated 5 years ago
- Github page for SSDFA☆11Jan 28, 2020Updated 6 years ago
- Experiments with Direct Feedback Alignment training scheme for DNNs☆33Feb 23, 2017Updated 9 years ago
- Public code for Illing, Ventura, Bellec & Gerstner 2021: Local plasticity rules can learn deep representations using self-supervised cont…☆26Apr 19, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation☆31Oct 31, 2024Updated last year
- Study on the applicability of Direct Feedback Alignment to neural view synthesis, recommender systems, geometric learning, and natural la…☆89Jun 22, 2022Updated 3 years ago
- ☆110Mar 18, 2024Updated 2 years ago
- Lateral Inhibition-Inspired Convolutional Neural Network for Visual Attention and Saliency Detection☆13Nov 6, 2020Updated 5 years ago
- Code for our paper on best practices to train neural networks with direct feedback alignment (DFA).☆23Jun 12, 2019Updated 6 years ago
- Demo: Slightly More Bio-Plausible Backprop☆21Mar 9, 2017Updated 9 years ago
- This is a project for the proposed Homeostasis-based ANN-to-SNN conversion for Inception and Residual architecture.☆10Nov 7, 2018Updated 7 years ago
- ☆26Jan 10, 2022Updated 4 years ago
- ☆18Oct 15, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Deep learning in a spiking neural network using segregated dendrites.☆86Jun 30, 2017Updated 8 years ago
- ☆32Jan 15, 2019Updated 7 years ago
- PyTorch Implementation of “Unsupervised learning by competing hidden units” MNIST classifier☆12May 6, 2019Updated 7 years ago
- Training Recurrent Neural Networks via Forward Propagation Through Time☆42Jun 11, 2021Updated 4 years ago
- To identify features by aggregate-label learning in spiking neurons☆14Feb 19, 2018Updated 8 years ago
- Polished code for "Can a single neuron solve MNIST? The computational power of biological dendritic trees”☆49Sep 5, 2020Updated 5 years ago
- ☆39Jan 26, 2022Updated 4 years ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆59Jul 16, 2018Updated 7 years ago
- ☆17Dec 18, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Training neural networks with back-prop, feedback-alignment and direct feedback-alignment☆105Jan 15, 2018Updated 8 years ago
- BNTT - Frontiers in Neuroscience (2021)☆49Nov 11, 2021Updated 4 years ago
- Paper submission☆21Aug 7, 2023Updated 2 years ago
- Tensorflow implementation of Direct and Random feedback Alignment☆25Nov 14, 2016Updated 9 years ago
- The missing OpenCL 3.0 driver for macOS☆13Dec 14, 2022Updated 3 years ago
- ☆12Mar 30, 2021Updated 5 years ago
- ☆12Jul 29, 2021Updated 4 years ago
- ☆19Mar 10, 2022Updated 4 years ago
- Official code for Conformal Isometry of Lie Group Representation in Recurrent Network of Grid Cells (NeurIPS workshop on Symmetry and Geo…☆12Nov 1, 2022Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Learning to Learn: Gradient-free Optimization framework☆36Jul 13, 2021Updated 4 years ago
- Code for the UCL Statistical NLP course☆11Jan 19, 2015Updated 11 years ago
- Testing Difference Target Propagation (DTP) on MNIST.☆13Oct 12, 2020Updated 5 years ago
- Official PyTorch implementation of the paper : ProbAct: A Probabilistic Activation Function for Deep Neural Networks.☆13Jun 10, 2019Updated 6 years ago
- Hessian-free Independent Component Analysis☆10Aug 18, 2017Updated 8 years ago
- Code for ICLR2018 paper: Improving GAN Training via Binarized Representation Entropy (BRE) Regularization - Y. Cao · W Ding · Y.C. Lui · …☆20Jun 12, 2018Updated 7 years ago
- Pytorch implementation of Hebbian learning algorithms to train deep convolutional neural networks.☆31Aug 30, 2021Updated 4 years ago