BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms
☆58Mar 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:
- ☆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
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆31Jan 14, 2025Updated last year
- Deep Learning without Weight Transport☆36Oct 27, 2019Updated 6 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.
- ☆16Mar 3, 2023Updated 3 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
- Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent model…☆24Feb 19, 2024Updated 2 years ago
- A deep learning based method to uncover brain learning rules from behavior or neural experimental data.☆17Dec 18, 2024Updated last year
- 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
- 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.
- Implementation of Predictive Coding model for transfer learning in PyTorch☆30May 6, 2024Updated last year
- Predictive Coding JAX-based library☆104Mar 28, 2026Updated last month
- Code for the paper "Attention Approximates Sparse Distributed Memory"☆27Nov 14, 2021Updated 4 years ago
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆95Feb 29, 2024Updated 2 years ago
- NGC-Learn: Computational Neuroscience Simulation and NeuroAI Design in Python☆183Updated this week
- Successfully training approximations to full-rank matrices for efficiency in deep learning.☆16Jan 5, 2021Updated 5 years ago
- muSYCL, the SYCL musical!☆13Aug 25, 2024Updated last year
- ☆12Apr 17, 2023Updated 3 years ago
- Forward Direct Feedback Alignment Algorithm☆10Oct 23, 2024Updated last year
- 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.
- PyHGF: A neural network library for predictive coding☆137Updated this week
- Official implementation for the paper "Controlled Sparsity via Constrained Optimization"☆12Aug 10, 2022Updated 3 years ago
- ☆40Dec 19, 2025Updated 4 months ago
- Hierarchical Associative Memory User Experience☆112Jan 13, 2026Updated 3 months ago
- [ICCV2023] Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks☆45Aug 2, 2023Updated 2 years ago
- ☆11Feb 27, 2023Updated 3 years ago
- Non-official implementation of "Attention as an RNN" from https://arxiv.org/pdf/2405.13956, efficient associative parallel prefix scan an…☆27Jul 27, 2024Updated last year
- PyTorch-based code for training fully-connected and convolutional networks using backpropagation (BP), feedback alignment (FA), direct fe…☆67Feb 11, 2021Updated 5 years ago
- Example of Dense Associative Memory training on MNIST☆43Nov 1, 2022Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- The HSIC Bottleneck: Deep Learning without Back-Propagation☆93Dec 13, 2020Updated 5 years ago
- ☆19Jan 29, 2026Updated 3 months ago
- ☆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
- repository for grid cell network code☆75Jan 11, 2023Updated 3 years ago
- Generate versal system design from ONNX model. AI engine kernels. Sub-microsecond speeds for autoencoders.☆17Dec 29, 2024Updated last year
- Simple but robust implementation of LoRA for PyTorch. Compatible with NLP, CV, and other model types. Strongly typed and tested.☆63May 13, 2024Updated last year