A lightweight and flexible framework for Hebbian learning in PyTorch.
☆96Feb 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 3 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 4 years ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆32Jan 14, 2025Updated last year
- Convolutional deep neural network with biology-inspired learning rule (Hebbian and reward-based learning)☆52Sep 25, 2017Updated 8 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.
- Github page for SSDFA☆11Jan 28, 2020Updated 6 years ago
- The Typst template for SUSTech graduated student thesis☆16Jun 18, 2025Updated last year
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆14Dec 24, 2022Updated 3 years ago
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆59Mar 5, 2024Updated 2 years ago
- 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
- ☆31Oct 27, 2023Updated 2 years ago
- Lu, Q., Hasson, U., & Norman, K. A. (2022). A neural network model of when to retrieve and encode episodic memories. eLife☆46Feb 18, 2022Updated 4 years ago
- Study on the applicability of Direct Feedback Alignment to neural view synthesis, recommender systems, geometric learning, and natural la…☆89Jun 22, 2022Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- 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
- ☆14Jun 1, 2023Updated 3 years ago
- Implementation of FixMatch in PyTorch and experimentations☆12Aug 9, 2020Updated 5 years ago
- Implemenation of the HIERarchical imagionation On Structured State Space Sequence Models (HIEROS) paper☆22Jul 14, 2024Updated last year
- [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
- Polished code for "Can a single neuron solve MNIST? The computational power of biological dendritic trees”☆49Sep 5, 2020Updated 5 years ago
- Embedder with binary sparse distributed representation.☆20May 15, 2025Updated last year
- Image Compression on COCO Dataset using Convolution AutoEncoders☆12Feb 24, 2019Updated 7 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- In this work we present a task-agnostic Multimodal Variational Aversarial Active Learning (M-VAAL) for sampling the most informative samp…☆11Jun 23, 2023Updated 3 years ago
- An expansive and modular collection of ART models☆39Jun 9, 2026Updated 3 weeks ago
- Code for Neural Population Control☆21May 18, 2019Updated 7 years ago
- ☆17Dec 18, 2020Updated 5 years ago
- ☆13Jan 18, 2024Updated 2 years ago
- Software for using predictive coding algorithms to train PyTorch models.☆29Feb 13, 2024Updated 2 years ago
- PyTorch-based code for training fully-connected and convolutional networks using backpropagation (BP), feedback alignment (FA), direct fe…☆67Feb 11, 2021Updated 5 years ago
- ☆17Jul 2, 2021Updated 4 years ago
- Tutorial talks at the Chinese Open Science Webinar series☆32Aug 31, 2021Updated 4 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.
- NMF(Non-Negative Matrix Factorization) written on python.☆12Jan 23, 2013Updated 13 years ago
- Machine learning algorithms implements with jax for machine learning in production in large scale dataset.☆19May 24, 2026Updated last month