Using scalp electrical biosignals to control an object by concentration and relaxation tasks: Design and evaluation

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Volumn , Issue , 2011, Pages 6299-6302

  George, Laurent ^a   Lotte, Fabien ^a   Abad, Raquel Viciana ^b   Lécuyer, Anatole ^a  

^a INRIA   (France)

^b UNIVERSITY OF JAÉN   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

BIOSIGNALS; BRAIN ACTIVITY; MACHINE-LEARNING; MUSCLE ACTIVITIES; MUSCULAR ACTIVITIES; OFF-LINE ANALYSIS; ON-MACHINES; VIDEO GAME;

DESIGN; ELECTRODES; FREQUENCY BANDS; LEARNING SYSTEMS; SIGNAL PROCESSING; SURVEYS;

BRAIN;

ADULT; ARTICLE; ARTIFICIAL INTELLIGENCE; BRAIN; COMPUTER INTERFACE; COMPUTER SYSTEM; ELECTRODE; ELECTROENCEPHALOGRAPHY; ELECTROMYOGRAPHY; ELECTROPHYSIOLOGY; FEMALE; HUMAN; MALE; METHODOLOGY; MUSCLE; PATHOLOGY; QUESTIONNAIRE; SCALP; SIGNAL PROCESSING; TIME;

ADULT; ARTIFICIAL INTELLIGENCE; BRAIN; COMPUTER SYSTEMS; ELECTRODES; ELECTROENCEPHALOGRAPHY; ELECTROMYOGRAPHY; ELECTROPHYSIOLOGY; FEMALE; HUMANS; MALE; MUSCLES; QUESTIONNAIRES; SCALP; SIGNAL PROCESSING, COMPUTER-ASSISTED; TIME FACTORS; USER-COMPUTER INTERFACE;

EID: 84864620750     PISSN: 1557170X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2011.6091554     Document Type: Conference Paper

References (17)

1. A. Lécuyer, F. Lotte, R. B. Reilly, R. Leeb, M. Hirose, and M. Slater, "Brain-computer interfaces, virtual reality, and videogames," IEEE Computer, vol. 41, pp. 66-72, October 2008.
2. D. Plass-Oude Bos, et al., "Brain-computer interfacing and games," Brain-Computer Interfaces, pp. 149-178, 2010.
3. B. Blankertz, et al., "The Berlin Brain-Computer interface: Nonmedical uses of BCI technology," Front. Neurosci., vol. 4, 2010.
4. S. I. Hjelm and C. Browall, "Brainball - using brain activity for cool competition," in Proc. NordiCHI, Stockholm, Sweden, oct 2000.
5. T. Lin and L. John, "Quantifying mental relaxation with EEG for use in computer games," International Conf. on Internet Computing, 2006.
6. C. Mühl, et al., "Bacteria Hunt : Evaluating multi-paradigm BCI interaction," Journal on Multimodal User Interfaces, pp. 11-25, 2010.
7. E. Niedermeyer, "The normal EEG of the waking adult," in Electroencephalography basic principles, clinical applications, and related Field. E. Niedermeyer, F. Lopes da Silva, 2005.
8. A. T. Pope, E. H. Bogart, and D. S. Bartolome, "Biocybernetic system evaluates indices of operator engagement in automated task." Biological psychology, may 1995.
9. B. Hamadicharef, et al., "Learning EEG-based Spectral-Spatial Patterns for Attention Level Measurement," in ISCAS, may 2009.
10. D. Heingartner, "Mental block," IEEE Spectr., vol. 46, jan. 2009.
11. Y. Renard, et al., "OpenViBE: An Open-Source Software Platform to Design, Test and Use Brain-Computer Interfaces in Real and Virtual Environments," Presence, vol. 19, pp. 35-53, Apr. 2010.
12. G. Pfurtscheller and F. Lopes da Silva, "Event-related EEG/MEG synchronization and desynchronization: basic principles." Clin. Neurophysiol., vol. 110, no. 11, pp. 1842-1857, nov 1999.
13. M. Doppelmayr, W. Klimesch, T. Pachinger, and B. Ripper, "Individual differences in brain dynamics: important implications for the calculation of event-related band power." Biol. Cybern., jul 1998.
14. B. Blankertz, R. Tomioka, S. Lemm, M. Kawanabe, and K.-R. Müller, "Optimizing spatial filters for robust EEG single-trial analysis," IEEE Signal Processing Mag., vol. 25, no. 1, pp. 41-56, 2008.
15. H. Peng, F. Long, and C. Ding, "Feature selection based on mutual information criteria of max-dependency, max-relevance, and minredundancy," IEEE Trans. Pattern Anal. Machine Intell., aug. 2005.
16. I. Goncharova, D. McFarland, T. Vaughan, and J. Wolpaw, "EMG contamination of EEG: spectral and topographical characteristics," Clin. Neurophysiol., vol. 114, no. 9, pp. 1580-1593, sep 2003.
17. G. Pfurtscheller, et al., "The Hybrid BCI," Front. Neurosci., 2010.