Automatic Hebbian learning in multi-layer convolutional networks with PyTorch, by expressing Hebbian plasticity rules as gradients
☆40May 26, 2023Updated 2 years ago
Alternatives and similar repositories for HebbianCNNPyTorch
Users that are interested in HebbianCNNPyTorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆95Feb 29, 2024Updated 2 years ago
- Pytorch implementation of Hebbian learning algorithms to train deep convolutional neural networks.☆31Aug 30, 2021Updated 4 years ago
- Convolutional deep neural network with biology-inspired learning rule (Hebbian and reward-based learning)☆51Sep 25, 2017Updated 8 years ago
- ☆93Jan 20, 2024Updated 2 years ago
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆145Jul 28, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- ☆14Jul 22, 2021Updated 4 years ago
- ☆14Jun 26, 2019Updated 6 years ago
- Pytorch implementation of Hebbian learning algorithms to train deep convolutional neural networks.☆27Jul 2, 2024Updated last year
- Code for the paper "Attention Approximates Sparse Distributed Memory"☆27Nov 14, 2021Updated 4 years ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆31Jan 14, 2025Updated last year
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆58Mar 5, 2024Updated 2 years ago
- Masked Event Modeling: Self-Supervised Pretraining for Event Cameras (WACV '24)☆22Mar 19, 2024Updated 2 years ago
- We propose an evolution-based approach to meta-learn synthetic neural environments and reward neural networks for reinforcement learning.☆21Feb 23, 2023Updated 3 years ago
- official repository for the Instance Prototype Contrastive Learning (IPCL)☆18Jun 20, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- A Reward-Modulated Hebbian Learning Rule for Recurrent Neural Networks☆35Jul 26, 2021Updated 4 years ago
- ☆106Mar 18, 2024Updated 2 years ago
- Improving neural network representations using human similarity judgments☆13Nov 22, 2024Updated last year
- Python implementation of the Leabra framework☆18Jan 30, 2018Updated 8 years ago
- spiking neural network implementing the SpikeProp algorithm for the improvement of beat detection in heart sound signals☆18Feb 12, 2014Updated 12 years ago
- Embedder with binary sparse distributed representation.☆20May 15, 2025Updated 10 months ago
- Neuro-inspired AI Toolkit☆28Sep 17, 2025Updated 6 months ago
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆39Apr 23, 2019Updated 6 years ago
- Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation☆31Oct 31, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆19Feb 18, 2025Updated last year
- Software for using predictive coding algorithms to train PyTorch models.☆28Feb 13, 2024Updated 2 years ago
- ☆31Oct 27, 2023Updated 2 years ago
- ☆20Jul 16, 2019Updated 6 years ago
- Codes for Evolving Plastic ANNs☆14Dec 18, 2022Updated 3 years ago
- EP☆19Mar 9, 2021Updated 5 years ago
- ☆27Mar 27, 2019Updated 7 years ago
- Like Visipics, but faster☆19Jan 8, 2026Updated 3 months ago
- Github page for SSDFA☆11Jan 28, 2020Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- A three-layer LIF neuron SNN accelerator. The first layer is the input layer and has 784 neurons, that receive the encoded spikes. The se…☆16Sep 9, 2023Updated 2 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆61Feb 18, 2022Updated 4 years ago
- ☆37Feb 4, 2022Updated 4 years ago
- Event camera dataset☆23Apr 16, 2020Updated 5 years ago
- Full Chainer implementation of OpenAI's Reinforcement Learning using Random Network Distillation☆32Apr 15, 2019Updated 6 years ago
- ☆11Jan 18, 2021Updated 5 years ago
- OpenAI gym Environments for Quadrotor Control☆17Mar 6, 2019Updated 7 years ago