Manifold Embedded Knowledge Transfer for Brain-Computer Interfaces (MEKT)
☆47Feb 1, 2021Updated 5 years ago
Alternatives and similar repositories for MEKT
Users that are interested in MEKT are comparing it to the libraries listed below
Sorting:
- 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
- Code for discriminative joint probability MMD (DJP-MMD)☆46Sep 22, 2021Updated 4 years ago
- 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…☆72Apr 23, 2023Updated 2 years ago
- Matlab code of our IEEE TASE paper "Wong, C. M., Wang, Z., Rosa, A. C., Chen, C. P., Jung, T. P., Hu, Y., & Wan, F. (2021). Transferring …☆20Dec 4, 2023Updated 2 years ago
- ☆23Aug 10, 2023Updated 2 years ago
- This project attacked widely-used EEG spellers, e.g., P300 spellers and SSVEP spellers, with adversarial perturbation templates. We cons…☆14Jul 14, 2020Updated 5 years ago
- Python code for the Riemannian Procrustes Analysis (RPA) method☆52Jan 31, 2024Updated 2 years ago
- Custom Domain Adaptation: a new method for cross-subject, EEG-based cognitive load recognition☆15Jul 25, 2021Updated 4 years ago
- Pytorch implementation of "Mutual Information-driven Subject-invariant and Class-relevant Deep Representation Learning in BCI"☆24Sep 30, 2021Updated 4 years ago
- Temporal information enhanced EEGNet☆13Feb 27, 2023Updated 3 years ago
- Multisource Transfer Learning for Cross- Subject EEG Emotion Recognition☆41Jun 3, 2020Updated 5 years ago
- ☆30Apr 29, 2022Updated 3 years ago
- ☆17Sep 20, 2022Updated 3 years ago
- This is a toolbox to construct adversarial examples of EEG signals. The traditional EEG extraction methods and classifiers are re-impleme…☆16Jul 27, 2019Updated 6 years ago
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆48Sep 22, 2023Updated 2 years ago
- Matlab codes for the Online SSVEP-based BCI using Riemannian Geometry algorithm☆53Jan 8, 2018Updated 8 years ago
- A collection of trends about transfer learning☆17Nov 6, 2020Updated 5 years ago
- Existing work in the field of BCI treats deep learning models as black-box classifiers. In this project, we develop a novel model named "…☆24Mar 15, 2022Updated 3 years ago
- Python codes for applying OTDA in MI-BCI☆11Dec 8, 2024Updated last year
- Transfer Learning☆10Aug 3, 2018Updated 7 years ago
- SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…☆24Sep 22, 2022Updated 3 years ago
- An open software package dedicated for the development of Brain-Computer Interfaces with various advanced pattern recognition algorithms☆215Apr 12, 2023Updated 2 years ago
- Source localization and connectivity analysis of high-density EEG data☆10Mar 17, 2021Updated 4 years ago
- ☆46Jun 26, 2019Updated 6 years ago
- ☆29Dec 4, 2024Updated last year
- Official Repository of 'Transfer learning of an ensemble of DNNs for SSVEP BCI spellers without user-specific training'☆26Sep 22, 2023Updated 2 years ago
- MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion☆48Oct 25, 2020Updated 5 years ago
- ☆11Jun 29, 2022Updated 3 years ago
- Deep Neuronal Filter (DNF): A closed-loop filter to remove noise from signals with the help of a noise reference signal.☆13Nov 26, 2025Updated 3 months ago
- combining Euclidean Alignment (EA) and weighted LTL to classify MI-based EEG☆11Jun 13, 2024Updated last year
- Motor Imagery EEG-BCIs - From 0 to Deep Learning with BCI-IV 2a dataset☆11Oct 25, 2022Updated 3 years ago
- A MATLAB toolbox for classification of motor imagery tasks in EEG-based BCI system with CSP, FB-CSP and BSSFO☆10Sep 19, 2022Updated 3 years ago
- SSVEP-based BCI recording of 12 subjects operating an upper limb exoskeleton during a shared control task. The exoskeleton is either cont…☆46Dec 6, 2020Updated 5 years ago
- (TIP'18) An Embarrassingly Simple Approach to Visual Domain Adaptation☆12Aug 7, 2018Updated 7 years ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆49Oct 27, 2022Updated 3 years ago
- NeurIPS 2021 - Benchmarks for EEG Transfer Learning - cross-subject sleep stage decoding, cross-dataset motor imagery decoding☆13Dec 9, 2021Updated 4 years ago
- Implementation of Convolutional Recurrent Neural Network (CRNN) to decode motor imagery EEG data.☆12Mar 25, 2023Updated 2 years ago
- The paper is being submitted☆19Jun 26, 2023Updated 2 years ago
- Matlab code: "Wong, C. M., et al. (2020). Inter-and intra-subject transfer reduces calibration effort for high-speed SSVEP-based BCIs. IE…☆12Apr 27, 2023Updated 2 years ago