This repository is the official implementation of “Transfer learning for brain-computer interfaces: A Euclidean space data alignment approach."
☆26Dec 25, 2021Updated 4 years ago
Alternatives and similar repositories for EA
Users that are interested in EA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for ASFA ("Privacy-Preserving Domain Adaptation for Motor Imagery-based Brain-Computer Interfaces")☆16Jan 31, 2023Updated 3 years ago
- combining Euclidean Alignment (EA) and weighted LTL to classify MI-based EEG☆11Jun 13, 2024Updated last year
- Matlab source code of the paper "D. Wu, X. Jiang, R. Peng, W. Kong, J. Huang and Z. Zeng, Transfer Learning for Motor Imagery Based Brain…☆73Apr 23, 2023Updated 3 years ago
- Manifold Embedded Knowledge Transfer for Brain-Computer Interfaces (MEKT)☆47Feb 1, 2021Updated 5 years ago
- This repository is the official implementation of “Different Set Domain Adaptation for Brain Computer Interfaces: A Label Alignment Appro…☆22Dec 25, 2021Updated 4 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.
- Master thesis subject: Leveraging Deep Learning for Real-time EEG Classification at Cybathlon's BCI-race☆15Mar 25, 2023Updated 3 years ago
- Contrastive Learning of Shared SpatioTemporal EEG Representations across individuals☆23Jun 3, 2024Updated last year
- This project is the codes to generate universal adversarial perturbations for EEG-based BCIs.☆11Jul 9, 2020Updated 5 years ago
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆13Aug 27, 2019Updated 6 years ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆50Oct 27, 2022Updated 3 years ago
- ☆13Nov 24, 2023Updated 2 years ago
- Code for discriminative joint probability MMD (DJP-MMD)☆46Sep 22, 2021Updated 4 years ago
- Covariance toolbox for matlab, including riemannian geometry☆121Jun 30, 2016Updated 9 years ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆338Nov 29, 2025Updated 5 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official code for "Attention-Based Spatio-Temporal-Spectral Feature Learning for Subject-Specific EEG Classification" paper☆38Oct 25, 2021Updated 4 years ago
- SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…☆25Sep 22, 2022Updated 3 years ago
- ☆15Jun 16, 2023Updated 2 years ago
- ☆41May 28, 2024Updated last year
- Adaptive riemannian geometry toolbox☆11Jul 13, 2019Updated 6 years ago
- ☆17Sep 20, 2022Updated 3 years ago
- Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupe…☆64Oct 12, 2022Updated 3 years ago
- This is a community implementation of EEG-ConvTransformer☆17May 19, 2023Updated 2 years ago
- The official code for paper entitled "TRCA-Net: Using TRCA filters to boost the SSVEP classification with convolutional neural network" a…☆14Jul 18, 2023Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- A tool for correcting misspellings in textual input using the Noisy Channel Model.☆11Sep 26, 2020Updated 5 years ago
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆27Jul 17, 2024Updated last year
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆145Nov 25, 2023Updated 2 years ago
- PyTroch Implementation of the following paper, "ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation, ICCV'21""☆16Jul 19, 2022Updated 3 years ago
- Python implemementation of the FBCSP algorithm☆35Jun 4, 2024Updated last year
- Pytorch implementation of "Mutual Information-driven Subject-invariant and Class-relevant Deep Representation Learning in BCI"☆24Sep 30, 2021Updated 4 years ago
- Deep Learning pipeline for motor-imagery classification.☆67Jan 9, 2022Updated 4 years ago
- EEG motor imagery classification using convolutional neural networks☆43Mar 25, 2023Updated 3 years ago
- PhysioNetWorks open source light wave☆11Jul 4, 2016Updated 9 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.
- ☆28Jul 18, 2024Updated last year
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆51Nov 25, 2024Updated last year
- ☆31Jul 14, 2020Updated 5 years ago
- EEGNet implementation in PyTorch☆27Jun 28, 2021Updated 4 years ago
- Code to accompany our International Conference on Pattern Recognition (ICPR) paper entitled - Leveraging Synthetic Subject Invariant EEG …☆46Jul 14, 2025Updated 9 months ago
- ☆34Jul 22, 2024Updated last year
- ☆76Aug 30, 2023Updated 2 years ago