A lightweight and flexible framework for Hebbian learning in PyTorch.
☆95Feb 29, 2024Updated 2 years ago
Alternatives and similar repositories for pytorch-hebbian
Users that are interested in pytorch-hebbian are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Automatic Hebbian learning in multi-layer convolutional networks with PyTorch, by expressing Hebbian plasticity rules as gradients☆40May 26, 2023Updated 2 years ago
- Pytorch implementation of Hebbian learning algorithms to train deep convolutional neural networks.☆31Aug 30, 2021Updated 4 years ago
- Pytorch implementation of Hebbian learning algorithms to train deep convolutional neural networks.☆14Apr 26, 2022Updated 3 years ago
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆145Jul 28, 2021Updated 4 years ago
- Convolutional deep neural network with biology-inspired learning rule (Hebbian and reward-based learning)☆51Sep 25, 2017Updated 8 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Pytorch implementation of Hebbian learning algorithms to train deep convolutional neural networks.☆27Jul 2, 2024Updated last year
- PyTorch Implementation of “Unsupervised learning by competing hidden units” MNIST classifier☆12May 6, 2019Updated 6 years ago
- Code for training binary and WTA SNNs☆17Mar 25, 2022Updated 4 years ago
- Code for the paper "Attention Approximates Sparse Distributed Memory"☆27Nov 14, 2021Updated 4 years ago
- Implementation of Deep Variational Bayes Filter☆13Aug 9, 2019Updated 6 years ago
- ☆14Jul 22, 2021Updated 4 years ago
- Github page for SSDFA☆11Jan 28, 2020Updated 6 years ago
- The Typst template for SUSTech graduated student thesis☆16Jun 18, 2025Updated 10 months ago
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆58Mar 5, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A simple pytorch implementation of Differentiable Architecture Search (DARTS)☆22Aug 27, 2019Updated 6 years ago
- Neurons learn by predicting future activity☆30Nov 4, 2021Updated 4 years ago
- Go implementation of Leabra algorithm for biologically-based models of cognition, based on emergent framework (with Python interface)☆93Mar 30, 2026Updated 3 weeks ago
- 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
- Python implementation of the Leabra framework☆18Jan 30, 2018Updated 8 years ago
- GPU-based Self-Organizing Map with TensorFlow.☆16Sep 7, 2020Updated 5 years ago
- Implementation of the "Online learning of long-range dependencies" paper, NeurIPS 2023☆21Nov 4, 2024Updated last year
- Implementation of FixMatch in PyTorch and experimentations☆12Aug 9, 2020Updated 5 years ago
- [ICML 2021] "Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators" by Yonggan Fu, Yonga…☆16Jan 3, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [ICLR 2025] Official PyTorch implementation of our paper for general continual learning "Advancing Prompt-Based Methods for Replay-Indepe…☆16Dec 21, 2025Updated 3 months ago
- 3.76%, 18.81% on CIFAR10, CIFAR100 https://arxiv.org/☆10Jul 28, 2020Updated 5 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
- ☆14Feb 12, 2022Updated 4 years ago
- This repository contains data and analysis scripts to reproduce the figures as well as source code and simulation scripts to perform the …☆13Apr 13, 2021Updated 5 years ago
- ☆19Jul 20, 2023Updated 2 years ago
- Image Compression on COCO Dataset using Convolution AutoEncoders☆12Feb 24, 2019Updated 7 years ago
- Tensorflow implementation of fisheye transformation, mimicking the spatial sampling properties in the primate retina☆18Oct 7, 2019Updated 6 years ago
- An expansive and modular collection of ART models☆38Apr 2, 2026Updated 2 weeks ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- PyTorch implementation of "A Simple Baseline for Low-Budget Active Learning".☆14Dec 22, 2021Updated 4 years ago
- Code for Neural Population Control☆20May 18, 2019Updated 6 years ago
- ☆17Dec 18, 2020Updated 5 years ago
- Tool to numerically solve and analyse simplicial Kuramoto models.☆25May 31, 2023Updated 2 years ago
- ☆17Jul 2, 2021Updated 4 years ago
- Tutorial talks at the Chinese Open Science Webinar series☆32Aug 31, 2021Updated 4 years ago
- ☆16Oct 17, 2024Updated last year