Error potential detection during continuous movement of an artificial arm controlled by brain-computer interface

Medical and Biological Engineering and Computing

Volumn 50, Issue 3, 2012, Pages 223-230

  Kreilinger, Alex ^a   Neuper, Christa ^a,b   Müller Putz, Gernot R ^a  

^a GRAZ UNIVERSITY OF TECHNOLOGY   (Austria)

^b UNIVERSITY OF GRAZ   (Austria)

Author keywords

Brain computer interface; Electroencephalogram; Error potential; Motor imagery

Indexed keywords

ARM MOVEMENTS; CONTROL APPLICATIONS; DETECTION RATES; DISCRETE EVENTS; ERROR RATE; MOTOR IMAGERY; OFFLINE; POSSIBLE SOLUTIONS; TIME-PERIODS; TRAINING TIME;

ARTIFICIAL LIMBS; ELECTROENCEPHALOGRAPHY; INTERFACES (COMPUTER);

BRAIN COMPUTER INTERFACE;

ADULT; ARTICLE; BRAIN; COMPUTER INTERFACE; ELECTROENCEPHALOGRAPHY; FEMALE; HUMAN; LIMB PROSTHESIS; MALE; METHODOLOGY; MOVEMENT (PHYSIOLOGY); PHYSIOLOGY; SIGNAL PROCESSING;

ADULT; ARTIFICIAL LIMBS; BRAIN; ELECTROENCEPHALOGRAPHY; FEMALE; HUMANS; MALE; MOVEMENT; SIGNAL PROCESSING, COMPUTER-ASSISTED; USER-COMPUTER INTERFACE; YOUNG ADULT;

EID: 84862170451     PISSN: 01400118     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11517-011-0858-4     Document Type: Article

References (32)

1. Birbaumer N, Ghanayim N, Hinterberger T, Iversen I, Kotchoubey B, Kübler A, Perelmouter J, Taub E, Flor H (1999) A spelling device for the paralysed. Nature 398:297-298 (Pubitemid 129522960)
2. Blankertz B, Dornhege G, Krauledat M, Müller KR, Kunzmann V, Losch F, Curio G (2006) The Berlin brain-computer interface: EEG-based communication without subject training. IEEE Trans Neural Syst Rehab Eng 14:147-152 (Pubitemid 44150229)
3. Falkenstein M, Hohnsbein J, Hoormann J, Blanke L (1990) Effects of errors in choice reaction tasks on the ERP under focused and divided attention. In: Brunia CHM, Gaillard AWK, Kok A (eds) Psychophysiological brain research. University Press, Tilburg, pp 192-195
4. Falkenstein M, Hoormann J, Christ S, Hohnsbein J (2000) ERP components on reaction errors and their functional significance: A tutorial. Biol Psychol 51(2-3):87-107 (Pubitemid 30109225)
5. Farwell LA, Donchin E (1988) Talking off the top of your head: Toward a mental prosthesis utilizing event-related brain potentials. Electroenceph Clin Neurophysiol 70:510-523
6. Ferrez PW, Millán J del R (2005) You are wrong! Automatic detection of interaction errors from brainwaves. In: 19th International joint conference on artificial intelligence, pp 1413-1418
7. Ferrez PW (2007) Error-related EEG potentials in brain-computer interfaces. PhD thesis, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
8. Ferrez PW, Millán J del R (2008) Error-related EEG potentials generated during simulated brain-computer interaction. IEEE Trans Biomed Eng 55(3):923-929 (Pubitemid 351301222)
9. Fisher RA (1936) The use of multiple measurements in taxonomic problems. Ann Eugenics 7:179-188
10. Graimann B, Huggins JE, Levine SP, Pfurtscheller G (2002) Visualization of significant ERD/ERS patterns in multichannel EEG and ECoG data. Clin Neurophysiol 113:43-47 (Pubitemid 34093854)
11. Horki P, Solis-Escalante T, Neuper C, Müller-Putz G (2011) Combined motor imagery and SSVEP based BCI control of a 2 DoF artificial upper limb. Med Biol Eng Comput 49(5):567-577
12. Kalcher J, Flotzinger D, Neuper C, Gölly S, Pfurtscheller G (1996) Graz brain-computer interface II: Towards communication between humans and computers based on online classification of three different EEG patterns. Med Biol Eng Comp 34:382-388 (Pubitemid 26362985)
13. Kleih S, Kaufmann T, Zickler C, Halder S, Leotta F, Cincotti F, Aloise F, Riccio A, Herbert C, Mattia D, Kübler A, Out of the frying pan into the fire-The P300-based BCI faces real-world challenges. In: Schouenborg J, Garwicz M, Danielsen N (eds) Brain-machine interfaces implications for science, clinical practice and society. Progress in Brain Research, Elsevier, pp 27-46 (2011)
14. Kübler A, Nijboer F, Mellinger J, Vaughan TM, Pawelzik H, Schalk G, McFarland DJ, Birbaumer N, Wolpaw JR (2005) Patients with ALS can use sensorimotor rhythms to operate a brain-computer interface. Neurology 64:1775-1777 (Pubitemid 40695816)
15. Mason SG, Bashashati A, Fatourechi M, Navarro KF, Birch GE (2007) A comprehensive survey of brain interface technology designs. Ann Biomed Eng 35:137-169 (Pubitemid 46122173)
16. Mathalon DH, Whitfield SL, Ford JM (2003) Anatomy of an error: ERP and fMRI. Biol Psychol 64(1-2):119-141 (Pubitemid 37351019)
17. Middendorf M, McMillan G, Calhoun G, Jones KS (2000) Brain- computer interfaces based on the steady-state visual-evoked response. IEEE Trans Rehabil Eng 8:211-214 (Pubitemid 30437017)
18. Miltner WHR, Braun CH, Coles MGH (1997) Event-related brain potentials following incorrect feedback in a time-estimation task: Evidence for a 'generic' neural system for error-detection. J Cognitive Neurosci 9:788-798 (Pubitemid 28025194)
19. Müller-Putz GR, Scherer R, Pfurtscheller G, Rupp R (2005) EEG-based neuroprosthesis control: A step towards clinical practice. Neurosci Lett 382:169-174 (Pubitemid 40725887)
20. Müller-Putz GR, Scherer R, Neuper C, Pfurtscheller G (2006) Steady-state somatosensory evoked potentials: Suitable brain signals for brain-computer interfaces? IEEE Trans Neural Syst Rehabil Eng 14:30-37
21. Müller-Putz GR, Scherer R, Brunner R, Leeb R, Pfurtscheller G (2008) Better than random? A closer look on BCI results. Int J Bioelectromagnet 10:52-55
22. Müller-Putz GR, Scherer R, Pfurtscheller G, Neuper C (2010) Temporal coding of brain patterns for direct limb control in humans. Front Neurosci 4:34
23. Müller-Putz GR, Kaiser V, Solis-Escalante T, Pfurtscheller G (2010) Fast set-up asynchronous brain-switch based on detection of foot motor imagery in 1-channel EEG. Med Biol Eng Comput 48(4):331-341
24. Neuper C, Müller-Putz GR, Scherer R, Pfurtscheller G (2006) Motor imagery and EEG-based control of spelling devices and neuroprostheses. Prog Brain Res 159:393-409 (Pubitemid 44634656)
25. O'Connell RG, Dockree PM, Bellgrove MA, Kelly SP, Hester R, Garavan H, Robertson IH, Foxe JJ (2007) The role of cingulate cortex in the detection of errors with and without awareness: A high-density electrical mapping study. Eur J Neurosci 25(8):2571-2579 (Pubitemid 46625913)
26. Pfurtscheller G, Lopes da Silva FH (1999) Event-related EEG/MEG synchronization and desynchronization: Basic principles. Clin Neurophysiol 110:1842-1857 (Pubitemid 29454610)
27. Pfurtscheller G, Guger C, Müller G, Krausz G, Neuper C (2000) Brain oscillations control hand orthosis in a tetraplegic. Neurosci Lett 292:211-214
28. Pfurtscheller G, Neuper C (2001) Motor imagery and direct brain-computer communication. P IEEE 89:1123-1134 (Pubitemid 33766616)
29. Pfurtscheller G, Müller GR, Pfurtscheller J, Gerner HJ, Rupp R (2003) ''Thought''-control of functional electrical stimulation to restore handgrasp in a patient with tetraplegia. Neurosci Lett 351:33-36 (Pubitemid 37205178)
30. Schalk G, Wolpaw JR, McFarland DJ, Pfurtscheller G (2000) EEG-based communication: Presence of an error potential. Clin Neurophysiol 111(12):2138-2144
31. Van Schie HT, Mars RB, Coles MGH, Bekkering H (2004) Modulation of activity in medial frontal and motor cortices during error observation. Nat Neurosci 7:549-554 (Pubitemid 38544595)
32. Wolpaw JR, Birbaumer N, McFarland DJ, Pfurtscheller G, Vaughan TM (2002) Brain-computer interfaces for communication and control. Clin Neurophysiol 113:767-791 (Pubitemid 34621187)