Must-read papers on machine learning, deep learning, reinforcement learning and other learning methods for brain-computer interfaces.
☆114Nov 2, 2024Updated last year
Alternatives and similar repositories for awesome-ai-brain-computer-interface
Users that are interested in awesome-ai-brain-computer-interface are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Curated list of Brain-Computer Interface peer-reviewd reviews and surveys☆52Oct 13, 2026Updated 2 weeks ago
- Minimalistic, hackable PyTorch implementation of SimSiam in ~400 lines. Achieves good performance on ImageNet with ResNet50. Features dis…☆23Nov 25, 2024Updated last year
- [ACL 2024] Contrastive EEG-Text Masked Autoencoder Learn Transferable representations☆15Jan 7, 2025Updated last year
- Variational Inference on EEG data☆10Jun 7, 2022Updated 4 years ago
- Code accompanying The Promise of Deep Learning for BCIs: Classification of Motor Imagery EEG using Convolutional Neural Network☆11Jan 4, 2022Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆20Jan 27, 2026Updated 9 months ago
- ☆11Apr 21, 2025Updated last year
- Hidden Markov Models (HMMs) with tied states and autoregressive observations☆24Jul 10, 2020Updated 6 years ago
- This reading list is centered around the practical application of linear dynamical systems models to predict neural data☆43Dec 1, 2021Updated 4 years ago
- Code for "General-Purpose Brain Foundation Models for Time-Series Neuroimaging Data"☆15Dec 14, 2024Updated last year
- Framework for computing connectivity measures using MNE-Python☆11Jul 6, 2023Updated 3 years ago
- MRS.Q is a model-based reinforcement learning algorithm that selects actions with search.☆16Feb 17, 2026Updated 8 months ago
- ☆16Apr 6, 2022Updated 4 years ago
- [ICML'25] Pre-training graph contrastive masked autoencoders are strong distillers for EEG☆14May 25, 2025Updated last year
- 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.
- We introduce XBrainLab, an open-source user-friendly software, for accelerated interpretation of neural patterns from EEG data based on c…☆14Dec 5, 2025Updated 10 months ago
- ☆17Sep 13, 2025Updated last year
- ☆13Nov 24, 2023Updated 2 years ago
- ☆16Sep 28, 2024Updated 2 years ago
- Adaptive Platform for Neuroscience Experiments☆45Nov 18, 2025Updated 11 months ago
- latent manifold tuning model / P-GPLVM☆14Jul 18, 2019Updated 7 years ago
- [NeurIPS 2022] Code for Enhanced Meta Reinforcement Learning using Demonstrations in Sparse Reward Environments☆12Sep 28, 2022Updated 4 years ago
- a package to support with the statistical analysis of trajectory data☆11Feb 2, 2026Updated 8 months ago
- Curated Collection of BCI resources☆1,560Oct 20, 2026Updated last week
- 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.
- A framework for real-time brain-machine interface☆55Jul 24, 2026Updated 3 months ago
- Official PyTorch implementation of research papaer "Learning Interpretable Representations Leads to Semantically Faithful EEG-to-Text Gen…☆20Jun 1, 2025Updated last year
- A remake of the NeurotechX EEG-Notebooks for the OpenBCI headset.☆13Sep 6, 2020Updated 6 years ago
- ☆37Aug 7, 2026Updated 2 months ago
- Some methods for comparing network representations in deep learning and neuroscience.☆146Jul 30, 2024Updated 2 years ago
- Implementation of Mejias et al. 2016: Feedforward and feedback frequency-dependent interactions in a large-scale laminar network of the p…☆10Nov 25, 2025Updated 11 months ago
- Growing collection of scripts to summarize the scientific literature using large-language models like ChatGPT.☆110May 17, 2023Updated 3 years ago
- fMRI denoising and parcellation☆12Jul 21, 2026Updated 3 months ago
- It is the task to classify BCI competition datasets (EEG signals) using EEGNet and DeepConvNet with different activation functions. You …☆26Jun 18, 2022Updated 4 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.
- A multi-function Discord bot☆17Sep 19, 2026Updated last month
- Code for Branched Schrödinger Bridge Matching (ICLR 2026)☆20Mar 20, 2026Updated 7 months ago
- Tool Competion on Testing Unmanned Aerial Vehicles☆16Feb 20, 2026Updated 8 months ago
- This repository is the official implementation of Learning Goal-Conditioned Representations for Language Reward Models☆11Dec 14, 2024Updated last year
- Conversion of neuroimaging data for display in Neuroglancer☆31Aug 19, 2026Updated 2 months ago
- ☆49Feb 27, 2025Updated last year
- Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications☆303Aug 14, 2026Updated 2 months ago