IoBT-VISTEC / Machine-Learning-for-BCILinks
CCA for SSVEP, DNN for SSVEP, ROS-BCI
☆15Updated 4 years ago
Alternatives and similar repositories for Machine-Learning-for-BCI
Users that are interested in Machine-Learning-for-BCI are comparing it to the libraries listed below
Sorting:
- ☆29Updated 3 years ago
- Matlab codes for the Online SSVEP-based BCI using Riemannian Geometry algorithm☆51Updated 7 years ago
- 12-class joint frequency-phase modulated SSVEP dataset for estimating online BCI performance☆38Updated 8 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 …☆18Updated last year
- Matlab code: "Wong, C. M., et al. (2020). Inter-and intra-subject transfer reduces calibration effort for high-speed SSVEP-based BCIs. IE…☆11Updated 2 years ago
- ☆11Updated 4 years ago
- Official Repository of 'Transfer learning of an ensemble of DNNs for SSVEP BCI spellers without user-specific training'☆25Updated last year
- Classification toolbox for ERP and SSVEP based BCI data☆53Updated 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…☆70Updated 2 years ago
- An EEG dichotomy program file , using CSP and SVM.☆24Updated 5 years ago
- A MATLAB toolbox for classification of motor imagery tasks in EEG-based BCI system with CSP, FB-CSP and BSSFO☆7Updated 2 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆84Updated 3 years ago
- Implement TRCA algorithm for ssvep signal classification☆16Updated 5 years ago
- Classification algorithm based on motor imagery brain-computer interface☆31Updated 5 years ago
- The source code of the OACCA introduced in our IEEE TBME paper (10.1109/TBME.2021.3133594)☆23Updated this week
- Implementation of EEG signal classification.☆50Updated 8 years ago
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆55Updated 4 years ago
- CNN-SAE program for MI-BCI classification. (Based on "Tabar et al-2016-J Neural Eng. A novel deep learning approach for classification of…☆43Updated 6 years ago
- 常见SSVEP信号处理算法（以空间滤波器为主）☆49Updated 2 months ago
- Python implemementation of the FBCSP algorithm☆32Updated last year
- Task-related component analysis (TRCA)-based algorithm for detecting steady-state visual evoked potentials (SSVEPs) toward a high-speed b…☆131Updated last year
- EEG motor imagery classification using convolutional neural networks☆35Updated 2 years ago
- 基于一个公开数据集和一个BCI竞赛数据集，提供一个SVM-CSP运动想象二分类demo☆11Updated 3 years ago
- Python package for SSVEP datasets and algorithms. Corresponding paper has been accepted by IEEE TNSRE (DOI: 10.1109/TNSRE.2024.3424410)☆46Updated 11 months ago
- SSVEP Brain Computer Interface - Example code for real-time detection of SSVEP using the Canonical Correlation Analysis (CCA) code in rea…☆17Updated 5 years ago
- FB-tCNN for SSVEP Classification (TNSRE)☆23Updated 2 years ago
- Clasificación de señales de EEG de imaginación motora y calculo mental con redes neuronales convolucionales y redes neuronales recurrente…☆48Updated 2 years ago
- DDGCNN for ssvep☆15Updated last year
- ☆44Updated 6 years ago
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆45Updated last year