Classification Techniques for Binary Motor Imagery Signal for Brain-Computer Interfaces

Classification Techniques ◽

A semi-supervised support vector machine approach for parameter setting in motor imagery-based brain computer interfaces

Cognitive Neurodynamics ◽

10.1007/s11571-010-9114-0 ◽

2010 ◽

Vol 4 (3) ◽

pp. 207-216 ◽

Cited By ~ 12

Author(s):

Jinyi Long ◽

Yuanqing Li ◽

Zhuliang Yu

Keyword(s):

Support Vector Machine ◽

Motor Imagery ◽

Support Vector ◽

Parameter Setting ◽

Heading for motor imagery brain-computer interfaces (MI-BCIs) usable out-of-the-lab: Impact of dry electrode setup on classification accuracy

2021 10th International IEEE/EMBS Conference on Neural Engineering (NER) ◽

10.1109/ner49283.2021.9441410 ◽

2021 ◽

Author(s):

Maria-Isabel Casso ◽

Camille Jeunet ◽

Raphaelle N. Roy

Keyword(s):

Motor Imagery ◽

Classification Accuracy ◽

Computer Interfaces ◽

Dry Electrode

User Experience May be Producing Greater Heart Rate Variability than Motor Imagery Related Control Tasks during the User-System Adaptation in Brain-Computer Interfaces

Frontiers in Physiology ◽

10.3389/fphys.2016.00279 ◽

2016 ◽

Vol 7 ◽

Author(s):

Luz M. Alonso-Valerdi ◽

David A. Gutiérrez-Begovich ◽

Janet Argüello-García ◽

Francisco Sepulveda ◽

Ricardo A. Ramírez-Mendoza

Keyword(s):

Heart Rate ◽

Heart Rate Variability ◽

Motor Imagery ◽

User Experience ◽

Computer Interfaces ◽

System Adaptation

Motor imagery classification for brain-computer interfaces through a chaotic neural network

2014 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2014.6889636 ◽

2014 ◽

Cited By ~ 3

Author(s):

Denis Renato de Moraes Piazentin ◽

Joao Luis Garcia Rosa

Keyword(s):

Neural Network ◽

Motor Imagery ◽

Chaotic Neural Network ◽

Cluster decomposing and multi-objective optimization based-ensemble learning framework for motor imagery-based brain-computer interfaces

Journal of Neural Engineering ◽

10.1088/1741-2552/abe20f ◽

2021 ◽

Author(s):

Cili Zuo ◽

Jing Jin ◽

Ren Xu ◽

Lianghong Wu ◽

Chang Liu ◽

...

Keyword(s):

Ensemble Learning ◽

Motor Imagery ◽

Multi Objective Optimization ◽

Multi Objective ◽

Learning Framework ◽

Ethical implications of brain-computer interfaces with emotion, motor imagery, and subvocal speech classification

10.1109/istas52410.2021.9629168 ◽

2021 ◽

Author(s):

Joseph O'Neill ◽

Jenario Johnson ◽

Rutledge Detyens ◽

Roberto W. Batista ◽

Sorinel Oprisan ◽

...

Keyword(s):

Motor Imagery ◽

Ethical Implications ◽

Computer Interfaces ◽

Speech Classification

Practical and Meaningful Feedback Method for Training Users of Motor Imagery Based Brain-Computer Interfaces

Biomedical Engineering ◽

10.2316/p.2016.832-051 ◽

2016 ◽

Author(s):

Gabriela I. Sanchez-Cossio ◽

Luz Maria Alonso-Valerdi ◽

Raymundo de Jesus Soto-Ortiz ◽

Ricardo A. Ramirez-Mendoza

Keyword(s):

Motor Imagery ◽

Computer Interfaces ◽

Feedback Method

Classification of Four-Class Motor-Imagery Data for Brain-Computer Interfaces

10.1007/978-3-030-75506-5_62 ◽

2021 ◽

pp. 763-778

Author(s):

Luu Ngan Thanh ◽

Duong Anh Hoang Lan ◽

Nguyen Dung Xuan ◽

Dang Khiet Thi Thu ◽

Pham Chau Nu Ngoc ◽

...

Keyword(s):

Motor Imagery ◽

Computer Interfaces ◽

Imagery Data

Progressive Training for Motor Imagery Brain-Computer Interfaces Using Gamification and Virtual Reality Embodiment

Frontiers in Human Neuroscience ◽

10.3389/fnhum.2019.00329 ◽

2019 ◽

Vol 13 ◽

Cited By ~ 1

Author(s):

Filip Škola ◽

Simona Tinková ◽

Fotis Liarokapis

Keyword(s):

Virtual Reality ◽

Motor Imagery ◽

Space-time recurrences for functional connectivity evaluation and feature extraction in motor imagery brain-computer interfaces

Medical & Biological Engineering & Computing ◽

10.1007/s11517-019-01989-w ◽

2019 ◽

Vol 57 (8) ◽

pp. 1709-1725 ◽

Cited By ~ 5

Author(s):

Paula G. Rodrigues ◽

Carlos A. Stefano Filho ◽

Romis Attux ◽

Gabriela Castellano ◽

Diogo C. Soriano

Keyword(s):

Feature Extraction ◽

Functional Connectivity ◽

Motor Imagery ◽

Space Time ◽