Motor imagery-induced EEG patterns in individuals with spinal cord injury and their impact on brain-computer interface accuracy

Journal of Neural Engineering

Volumn 11, Issue 3, 2014, Pages

  Muller Putz G R ^a   Daly, I ^b   Kaiser, V ^a  

^a GRAZ UNIVERSITY OF TECHNOLOGY   (Austria)

^b UNIVERSITY OF READING   (United Kingdom)

Author keywords

Brain computer interface; Electroencephalogram; Motor imagery; Spinal cord injury

Indexed keywords

ELECTROENCEPHALOGRAPHY; ELECTROPHYSIOLOGY; INTERFACES (COMPUTER); PATIENT REHABILITATION;

BRAIN COMPUTER INTERFACES (BCIS); CLASSIFICATION ACCURACY; COMMON SPATIAL PATTERNS; EVENT RELATED DESYNCHRONIZATION; LINEAR DISCRIMINANT ANALYSIS; MOTOR IMAGERY; PHASE SYNCHRONIZATION; SPINAL CORD INJURIES (SCI);

BRAIN COMPUTER INTERFACE;

ACCURACY; ADULT; ALGORITHM; ARTICLE; BRAIN COMPUTER INTERFACE; CLINICAL ARTICLE; CONTROLLED STUDY; ELECTROENCEPHALOGRAM; ELECTROENCEPHALOGRAPH ELECTRODE; ELECTROOCULOGRAM; EVOKED RESPONSE; FEMALE; HAND MOVEMENT; HUMAN; IMAGERY; IMAGINATION; MALE; MOTOR IMAGERY; PARAPLEGIA; PRIORITY JOURNAL; QUADRIPLEGIA; SPINAL CORD INJURY; AGED; CERVICAL SPINE; COMPLICATION; COMPUTER INTERFACE; ELECTROENCEPHALOGRAPHY; EVOKED MUSCLE RESPONSE; MIDDLE AGED; MOTOR CORTEX; PARALYSIS; PATHOPHYSIOLOGY; PROCEDURES; RANDOMIZED CONTROLLED TRIAL; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SPINAL CORD INJURIES; TASK PERFORMANCE; VERTEBRA;

ADULT; AGED; ALGORITHMS; BRAIN-COMPUTER INTERFACES; CERVICAL VERTEBRAE; ELECTROENCEPHALOGRAPHY; EVOKED POTENTIALS, MOTOR; HUMANS; IMAGINATION; MIDDLE AGED; MOTOR CORTEX; PARALYSIS; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SPINAL CORD INJURIES; TASK PERFORMANCE AND ANALYSIS; THORACIC VERTEBRAE; USER-COMPUTER INTERFACE;

EID: 84901257154     PISSN: 17412560     EISSN: 17412552     Source Type: Journal    
DOI: 10.1088/1741-2560/11/3/035011     Document Type: Article

References (47)

1. Hunt K, Jack L, Pennycott A, Perret C, Baumberger M and Kakebeeke T 2008 Biomed. Signal Process. Control 3 19-28
2. Rupp R, Eberhard S, Schreier R and Colombo G 2002 Biomed. Tech. 47 708-11
3. Peckham P H, Kilgore K L, Keith M W, Bryden A M, Bhadra N and Montague F W 2002 J. Hand Surg. Am. 27 265-76
4. Rupp R and Gerner H 2003 Biomed. Tech. 49 93-98
5. Kern H, Carraro U, Adami N, Hofer C, Loefler S, Vogelauer M, Mayr W, Rupp R and S Z 2010 Neurological Res. 32 5-12
6. Hochberg L R, Serruya M D, Friehs G M, Mukand J A, Saleh M, Caplan A H, Branner A, Chen D, Penn R D and Donoghue J P 2006 Nature 442 164-71
7. Hochberg L R et al 2012 Nature 485 372-5
8. Pfurtscheller G, Müller G R, Pfurtscheller J, Gerner H J and Rupp R 2003 Neurosci. Lett. 351 33-36
9. Müller-Putz G R, Scherer R, Pfurtscheller G and Rupp R 2005 Neurosci. Lett. 382 169-74
10. Müller-Putz G R, Scherer R, Pfurtscheller G and Rupp R 2006 Biomed. Tech. 51 57-63
11. Mattia D, Cincotti F, Astolfi L, de Vico Fallani F, Scivoletto G, Marciani M and Babiloni F 2009 Clin. Neurophysiol. 120 181-9
12. Gourab K and Schmit B 2010 Clin. Neurophysiol. 121 2017-23
13. Cramer S, Orr E, Cohen M and Lacourse M 2007 Exp. Brain Res. 177 233-42
14. Enzinger C, Ropele S, Fazekas M, Loitfelder F, Gorani T, Seifert T, Reiter G, Neuper C, Pfurtscheller G and Müller-Putz G 2008 Exp. Brain Res. 190 215-23
15. Birbaumer N, Ghanayim N, Hinterberger T, Iversen I, Kotchoubey B, Kbler A, Perelmouter J, Taub E and Flor H 1999 Nature 398 297-8
16. Kübler A, Nijboer F, Mellinger J, Vaughan T, Pawelzik H, Schalk G, McFarland D, Birbaumer N and Wolpaw J 2005 Neurology 64 1775-7
17. Nijboer F et al 2008 Clin. Neurophysiol. 119 1909-16
18. Sellers E, Vaughan T and Wolpaw J 2010 Amyotroph. Lateral Scler. 11 449-55
19. Daly I, Billinger M, Laparra-Hernndez J, Aloise F, Garca M L, Faller J, Scherer R and Müller-Putz G 2013 Clin. Neurophysiol. 124 1787-97
20. Pfurtscheller G, Müller-Putz G R, Pfurtscheller J, Rupp R and Hoffmann U 2005 EURASIP J. Adv. Signal Process. 2005 3152-5
21. Lehmann D, Ozaki H and Pal I 1987 Electroencephalogr. Clin. Neurophysiol. 67 271-88
22. Biasiucci A, Chavarriaga R, Hamner B, Leeb R, Pichiorri F, De Vico Fallani F, Mattia D and del R Millan J 2011 Combining discriminant and topographic information in BCI: preliminary results on stroke patients 5th Int. IEEE/EMBS Conf. on Neural Engineering vol 408 pp 290-3 ISBN 978-1-4244-4140-2
23. de Grosbois J, Colino F, Krigolson O, Heath M and Binsted G 2010 J. Vis. 10 1068
24. Sporns O 2007 Scholarpedia 2 4695
25. Knyazeva M 1997 Behavioural Brain Res. 89 243-58
26. Sauseng P and Klimesch W 2008 Neurosci. Biobehavioral Rev. 32 1001-13
27. Wang Y, Hong B, Gao X and Gao S 2006 Conf. Proc. IEEE Eng. Med. Biol. Soc. 1 75-78
28. Brunner C, Scherer R, Graimann B, Supp G and Pfurtscheller G 2006 IEEE Trans. Biomed. Eng. 53 2501-6
29. Hu J, Mu Z and Wang J 2008 BMEI 2008: IEEE Int. Conf. on BioMedical Engineering and Informatics pp 478-81
30. Daly I, Nasuto S J and Warwick K 2011 Pattern Recognit. 45 2123-36
31. Neuper C, Scherer R, Reiner M and Pfurtscheller G 2005 Brain Res. Cogn. Brain Res. 25 668-77
32. Schlögl A, Keinrath C, Zimmermann D and Scherer R 2007 Clin. Neurophysiol. 118 98-104
33. Graimann B, Huggins J E, Levine S P and Pfurtscheller G 2002 Clin. Neurophysiol. 113 43-47
34. Müller-Gerking J, Pfurtscheller G and Flyvbjerg H 1999 Clin. Neurophysiol. 110 787-98
35. Pascual-Marqui R D, Michel C M and Lehmann D 1995 IEEE Trans. Biomed. Eng. 42 658-65
36. Pfurtscheller G, Guger C, Müller G, Krausz G and Neuper C 2000 Neurosci. Lett. 292 211-4
37. Conradi J, Blankertz B, Tangermann M, Kunzmann V and Curio G 2009 Int. J. Bioelectromagn. 11 65-68
38. Gourab K and Schmit B D 2010 Clinical Neurophysiol. 121 2017-23
39. Kauhanen L, Jylänki P, Lehtonen J, Rantanen P, Alaranta H and Sams M 2007 Comput. Intell. Neurosci. 19 23864
40. Vuckovic A, Hasan M, Nasseroleslami B, Conway B, Allan D and Fraser M 2011 Proc. 4th Int. Symp. on Applied Sciences in Biomedical and Communication Technologies (ISABEL '11) vol 51 pp 55-8
41. Herbert D, Tran Y, Craig A, Boord P, Middleton J and Siddall P 2007 Int. J. Neurosci. 117 1731-46
42. Jensen M P, Sherlin L H, Gertz K J, Braden A L, Kupper A E, Gianas A, Howe J D and Hakimian S 2012 Spinal Cord
43. Astolfi L et al 2007 Brain Topography 19 107-23
44. De Vico Fallani F et al 2007 Human Brain Mapp. 28 1334-46
45. Aguilar J, Humanes-Valera D, Alonso-Calviño E, Yague J G, Moxon K A, Oliviero A and Foffani G 2010 J. Neurosci. 30 7528-37
46. Lehmann D, Strik W K, Henggeler B, Koenig T and Koukkou M 1998 Int. J. Psychophysiol. 29 1-11
47. Friedrich E V C, Scherer R and Neuper C 2012 Int. J. Psychophysiol. 84 86-94