BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms
☆59Mar 5, 2024Updated 2 years ago
Alternatives and similar repositories for biotorch
Users that are interested in biotorch 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
- ☆28May 2, 2019Updated 7 years 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
- Implementation of feedback alignment learning in PyTorch☆32Jun 5, 2023Updated 2 years ago
- ☆13May 18, 2021Updated 5 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.
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆32Jan 14, 2025Updated last year
- Polished code for "Can a single neuron solve MNIST? The computational power of biological dendritic trees”☆49Sep 5, 2020Updated 5 years ago
- Automatic Hebbian learning in multi-layer convolutional networks with PyTorch, by expressing Hebbian plasticity rules as gradients☆40May 26, 2023Updated 2 years ago
- ☆14Jul 22, 2021Updated 4 years ago
- Code for our paper on best practices to train neural networks with direct feedback alignment (DFA).☆23Jun 12, 2019Updated 6 years ago
- Pytorch implementation of Hebbian learning algorithms to train deep convolutional neural networks.☆31Aug 30, 2021Updated 4 years ago
- A deep learning based method to uncover brain learning rules from behavior or neural experimental data.☆17Dec 18, 2024Updated last year
- Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent model…☆25Feb 19, 2024Updated 2 years ago
- Meta-learning local synaptic plasticity for continual familiarity detection☆16Oct 25, 2022Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- PyHGF: A neural network library for predictive coding☆142May 11, 2026Updated last week
- Code base for the SENSORIUM competition.☆63Aug 8, 2024Updated last year
- Training neural networks with back-prop, feedback-alignment and direct feedback-alignment☆105Jan 15, 2018Updated 8 years ago
- Implementation of Predictive Coding model for transfer learning in PyTorch☆30May 6, 2024Updated 2 years ago
- Predictive Coding JAX-based library☆106Mar 28, 2026Updated last month
- Sends event camera data from A to B. Supports live cameras and dead recordings☆24Feb 17, 2026Updated 3 months ago
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆96Feb 29, 2024Updated 2 years ago
- Files related to my Summer of Science Report on Nonlinear Dynamics☆12Oct 11, 2023Updated 2 years ago
- NGC-Learn: Computational Neuroscience and NeuroAI in Python☆185Updated this week
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆68Dec 8, 2023Updated 2 years ago
- ☆12Apr 17, 2023Updated 3 years ago
- ☆71Sep 21, 2021Updated 4 years ago
- Relentless mutation!!☆18Aug 30, 2025Updated 8 months ago
- ☆37Oct 13, 2021Updated 4 years ago
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆45Aug 2, 2023Updated 2 years ago
- The HSIC Bottleneck: Deep Learning without Back-Propagation☆93Dec 13, 2020Updated 5 years ago
- Example of Dense Associative Memory training on MNIST☆43Nov 1, 2022Updated 3 years ago
- ☆21Jan 29, 2026Updated 3 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆12Jul 29, 2021Updated 4 years ago
- Repository to reproduce the results of the paper "Holomorphic Equilibrium Propagation Computes Exact Gradients Through Finite Size Oscill…☆11Oct 20, 2024Updated last year
- Code accompanying "Dynamic Predictive Coding: A Model of Hierarchical Sequence Learning and Prediction in the Neocortex"☆10Mar 2, 2025Updated last year
- Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.☆44Jan 15, 2026Updated 4 months ago
- Simple but robust implementation of LoRA for PyTorch. Compatible with NLP, CV, and other model types. Strongly typed and tested.☆63May 13, 2024Updated 2 years ago
- Like Visipics, but faster☆21Jan 8, 2026Updated 4 months 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