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

Computer Interfaces ◽

Imagery Data

Classification of Motor Imagery Hand Movement Directions from EEG extracted Phase Locking Value features for Brain Computer Interfaces

TENCON 2019 - 2019 IEEE Region 10 Conference (TENCON) ◽

10.1109/tencon.2019.8929678 ◽

2019 ◽

Cited By ~ 1

Author(s):

VK Benzy ◽

A. P. Vinod

Keyword(s):

Motor Imagery ◽

Phase Locking ◽

Hand Movement ◽

Computer Interfaces ◽

Phase Locking Value

Ensemble learning for classification of motor imagery tasks in multiclass brain computer interfaces

2014 6th Computer Science and Electronic Engineering Conference (CEEC) ◽

10.1109/ceec.2014.6958559 ◽

2014 ◽

Cited By ~ 1

Author(s):

Luis F. Nicolas-Alonso ◽

Rebeca Corralejo ◽

Javier Gomez-Pilar ◽

Daniel Alvarez ◽

Roberto Hornero

Keyword(s):

Ensemble Learning ◽

Motor Imagery ◽

Classification of multi-class motor imagery with a novel hierarchical SVM algorithm for brain–computer interfaces

Medical & Biological Engineering & Computing ◽

10.1007/s11517-017-1611-4 ◽

2017 ◽

Vol 55 (10) ◽

pp. 1809-1818 ◽

Cited By ~ 39

Author(s):

Enzeng Dong ◽

Changhai Li ◽

Liting Li ◽

Shengzhi Du ◽

Abdelkader Nasreddine Belkacem ◽

...

Keyword(s):

Motor Imagery ◽

Computer Interfaces ◽

Svm Algorithm

2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

Novel use of Empirical Mode Decomposition in single-trial classification of motor imagery for use in brain-computer interfaces

10.1109/embc.2013.6610822 ◽

2013 ◽

Cited By ~ 3

Author(s):

Simon R. H. Davies ◽

Christopher J. James

Keyword(s):

Empirical Mode Decomposition ◽

Motor Imagery ◽

Single Trial ◽

Computer Interfaces ◽

Mode Decomposition

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 ◽

First International IEEE EMBS Conference on Neural Engineering, 2003. Conference Proceedings. ◽

Speeding up classification of multi-channel brain-computer interfaces: common spatial patterns for slow cortical potentials

10.1109/cne.2003.1196898 ◽

2004 ◽

Cited By ~ 19

Author(s):

G. Dornhege ◽

B. Blankertz ◽

G. Curio

Keyword(s):

Spatial Patterns ◽

Slow Cortical Potentials ◽

Common Spatial Patterns ◽

Computer Interfaces ◽

Cortical Potentials

Advanced Intelligent Computational Technologies and Decision Support Systems - Studies in Computational Intelligence ◽

Classification of EEG-Based Brain–Computer Interfaces

10.1007/978-3-319-00467-9_9 ◽

2013 ◽

pp. 97-106 ◽

Cited By ~ 16

Author(s):

Ahmad Taher Azar ◽

Valentina E. Balas ◽

Teodora Olariu

Keyword(s):