Real-time recognition of feedback error-related potentials during a time-estimation task

2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10

Volumn , Issue , 2010, Pages 2670-2673

  Lopez Larraz, Eduardo ^a   Iturrate, Iñaki ^a   Montesano, Luis ^a   Minguez, Javier ^a  

^a UNIVERSITY OF ZARAGOZA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN PROCESS; DETECTION PERFORMANCE; EVOKED POTENTIALS; FEEDBACK ERROR; FEEDBACK RESPONSE; HUMAN LEARNING; OFFLINE CLASSIFICATION; REAL TIME RECOGNITION; THERAPEUTIC STRATEGY;

ELECTROPHYSIOLOGY;

ADULT; ARTICLE; BRAIN; BRAIN INJURY; COMPUTER PROGRAM; ELECTRODE; ELECTROENCEPHALOGRAPHY; EQUIPMENT; EQUIPMENT DESIGN; EVOKED RESPONSE; FEEDBACK SYSTEM; HUMAN; MALE; METHODOLOGY; PHYSIOLOGY; PSYCHOMOTOR PERFORMANCE; REPRODUCIBILITY; STATISTICAL ANALYSIS; TIME;

ADULT; BRAIN; BRAIN INJURIES; DATA INTERPRETATION, STATISTICAL; ELECTRODES; ELECTROENCEPHALOGRAPHY; EQUIPMENT DESIGN; EVOKED POTENTIALS; FEEDBACK; HUMANS; MALE; PSYCHOMOTOR PERFORMANCE; REPRODUCIBILITY OF RESULTS; SOFTWARE; TIME FACTORS;

EID: 78650815758     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2010.5626623     Document Type: Conference Paper

References (14)

1. S. Nieuwenhuis, C. B. Holroyd, N. Mol, and M. G. H. Coles, "Reinforcement-related brain potentials from medial frontal cortex: origins and functional significance," Neuroscience & Biobehavioral Reviews, vol. 28, no. 4, pp. 441 - 448, 2004.
2. K. P. Tee, C. Guan, K. K. Ang, K. S. Phua, C. Wang, and H. Zhang, "Augmenting Cognitive Processes in Robot-Assisted Motor Rehabilitation," in Proceedings of the 2nd Biennial IEEE/RAS-EMBS International, 2008.
3. J. R. Wolpaw, N. Birbaumer, D. J. McFarland, G. Pfurtscheller, and T. M. Vaughan, "Braincomputer interfaces for communication and control," Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology, vol. 113, no. 6, pp. 767-791, 2002.
4. P. Ferrez and J. d. R. Millan, "Error-Related EEG Potentials generated during simulated brain-computer interaction," IEEE Transactions on Biomedical Engineering, vol. 55, no. 3, pp. 923-929, 2008.
5. M. Falkenstein, J. Hoormann, S. Christ, and J. Hohnsbein, "ERP components on reaction errors and their functional significance: a tutorial," Biological Psychology, vol. 51, no. 2-3, pp. 87 - 107, 2000.
6. H. van Schie, R. Mars, M. Coles, and H. Bekkering, "Modulation of activity in medial frontal and motor cortices during error observation," Nature Neuroscience, vol. 7, pp. 549-554, 2004.
7. I. Iturrate, L. Montesano, and J. Minguez, "Robot Reinforcement Learning using EEG-based reward signals," in IEEE International Conference on Robotics and Automation (ICRA), 2010.
8. G. Visconti, B. Dal Seno, M. Matteucci, and L. Mainardi, "Automatic recognition of error potentials in a P300-based brain-computer interface," in Proceedings of the 4th International Brain-Computer Interface Workshop & Training Course, 2008, pp. 238-243.
9. W. H. R. Miltner, C. H. Braun, and M. G. H. Coles, "Event-Related Brain Potentials Following Incorrect Feedback in a Time-Estimation Task: Evidence for a Generic Neural System for Error Detection," Journal of Cognitive Neuroscience, vol. 9, no. 6, pp. 788-798, 1997.
10. G. Schalk, D. McFarland, T. Hinterberger, N. Birbaumer, and J. Wolpaw, "BCI2000: a general-purpose brain-computer interface (BCI) system," Biomedical Engineering, IEEE Transactions on Biomedical Engineering, vol. 51, no. 6, pp. 1034-1043, June 2004.
11. R. Pascual-Marqui, "Standardized low resolution brain electromagnetic tomography (sLORETA): Technical details," Methods and Findings in Experimental and Clinical Pharmacology, pp. 5-12, 2002.
12. P. Ferrez and J. d. R. Millan, "Error-Related EEG Potentials in Brain- Computer Interfaces," Ph.D. thesis, Ecole Polytechnique Federale de Laussane, 2007.
13. F. Lotte, M. Congedo, A. Lécuyer, F. Lamarche, and B. Arnaldi, "A review of classification algorithms for EEG-based brain computer interfaces," Journal of Neural Engineering, vol. 4, June 2007.
14. B. Schlölkopf, A. Smola, R. Williamson, and P. Bartlett, "New support vector algorithms," Neural Computation, vol. 12, pp. 1207-1245, 2000.