Classification of selective attention to auditory stimuli: Toward vision-free brain-computer interfacing

Journal of Neuroscience Methods

Volumn 197, Issue 1, 2011, Pages 180-185

  Kim, Do Won ^a   Hwang, Han Jeong ^a   Lim, Jeong Hwan ^a   Lee, Yong Ho ^b   Jung, Ki Young ^c   Im, Chang Hwan ^d  

^a Yonsei University Wonju   (South Korea)

^b Korea Research Institute of Standards and Science   (South Korea)

^c Korea University College of Medicine   (South Korea)

^d Hanyang University   (South Korea)

Author keywords

Amyotrophic lateral sclerosis (ALS); Auditory steady state response (ASSR); Brain computer interface (BCI); Completely locked in syndrome; Selective attention

Indexed keywords

ACCURACY; ADULT; ARTICLE; AUDITORY RESPONSE; AUDITORY STIMULATION; BRAIN COMPUTER INTERFACE; CLASSIFICATION; ELECTROENCEPHALOGRAPHY; EYELID CLOSURE; FEASIBILITY STUDY; FEMALE; HUMAN; HUMAN EXPERIMENT; MALE; NORMAL HUMAN; OCCIPITAL CORTEX; ONLINE SYSTEM; PARIETAL CORTEX; PRIORITY JOURNAL; SELECTIVE ATTENTION; STEADY STATE; TEMPORAL CORTEX;

ACOUSTIC STIMULATION; ADULT; ATTENTION; AUDITORY PERCEPTION; BRAIN; ELECTROENCEPHALOGRAPHY; FEEDBACK, SENSORY; FEMALE; HUMANS; MALE; USER-COMPUTER INTERFACE; YOUNG ADULT;

EID: 79953032007     PISSN: 01650270     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jneumeth.2011.02.007     Document Type: Article

References (38)

1. Bakardjian H., Tanaka T., Cichocki A. Optimization of SSVEP brain responses with application to eight-command brain-computer interface. Neurosci Lett 2010, 469:34-38.
2. Bin G., Gao X., Yan Z., Hong B., Gao S. An online multi-channel SSVEP-based brain-computer interface using a canonical correlation analysis method. J Neural Eng 2009, 046002.
3. Brunner P., Joshi S., Briskin S., Wolpaw J.R., Bischof H., Schalk G. Does the P300 speller depend on eye-gaze. J Neural Eng 2010, 7. 056013 (9pp).
4. Debener S., Herrmann C.S., Kranczioch C., Gembris D., Engel A.K. Top-down attentional processing enhances auditory evoked gamma band activity. Neuroreport 2003, 14:683-686.
5. Decety J., Ingvar D.H. Brain structures participating in mental simulation of motor behavior: a neuropsychological interpretation. Acta Psychol (Amst) 1990, 73:13-34.
6. Donchin E., Spencer K.M., Wijesinghe R. The mental prosthesis: assessing the speed of a P300-based brain-computer interface. IEEE Trans Neural Syst Rehabil Eng 2000, 8(2):174-179.
7. Engelien A., Schulz M., Ross B., Arolt V., Pantev C. A combined functional in vivo measure for primary and secondary auditory cortices. Hear Res 2000, 148:153-160.
8. Farwell L.A., Donchin E. Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials. Electroencephalogr Clin Neurophysiol 1988, 70:510-523.
9. Halder S., Rea M., Andreoni R., Nijboer F., Hammer E.M., Kleih S.C., Birbaumer N., Kübler A. An auditory oddball brain-computer interface for binary choices. Clinical Neurophysiology 2010, 121:516-523.
10. Hill N.J., Lal T.N., Bierig K., Birbaumer N., Schölkopf B. An auditory paradigm for brain-computer interfaces. Adv neural inf process syst 2005, MIT Press, Cambridge, pp. 569-576.
11. Hoffmann U., Vesin J.M., Ebrahimi T., Diserens K. An efficient P300-based brain-computer interface for disabled subjects. J Neurosci Methods 2008, 167:115-125.
12. Hwang H.J., Kwon K., Im C.H. Neurofeedback-based motor imagery training for brain-computer interface (BCI). J Neurosci Methods 2009, 179:150-156.
13. Jeannerod M., Frak V. Mental imaging of motor activity in humans. Curr Opin Neurobiol 1999, 9:735-739.
14. Kanoh S., Miyamoto K., Yoshinobu T. A brain-computer interface (BCI) system based on auditory stream segregation. Conf Proc IEEE Eng Med Biol Soc 2008, 642-645.
15. Keirn Z.A., Aunon J.I. Man-machine communications through brain-wave processing. IEEE Eng Med Biol Mag 1990, 9:55-57.
16. Klobassa D.S., Vaughan T.M., Brunner P., Schwartz N.E., Wolpaw J.R., Neuper C., Sellers E.W. Toward a high-throughput auditory P300-based brain-computer interface. Clin Neurophysiol 2009, 120:1252-1261.
17. Krusienski D.J., Sellers E.W., McFarland D.J., Vaughan T.M., Wolpaw J.R. Toward enhanced P300 speller performance. J Neurosci Methods 2008, 167:15-21.
18. Lalor E.C., Kelly S.P., Finucane C., Burke R., Smith R., Reilly R.B., McDarby G. Steady-state VEP-based brain-computer interface control in an immersive 3D gaming environment. Eurasip J Appl Sig P 2005, 2005:3156-3164.
19. Lin Z.L., Zhang C.S., Wu W., Gao X.R. Frequency recognition based on canonical correlation analysis for SSVEP-based BCIs. IEEE Trans Biomed Eng 2006, 53:2610-2614.
20. Linden R.D., Picton T.W., Hamel G., Campbell K.B. Human auditory steady-state evoked potentials during selective attention. Electroencephalogr Clin Neurophysiol 1987, 66:145-159.
21. Lopez M.A., Pomares H., Pelayo F., Urquiza J., Perez J. Evidences of cognitive effects over auditory steady-state responses by means of artificial neural networks and its use in brain-computer interfaces. Neurocomputing 2009, 72:3617-3623.
22. Luo A., Sullivan T.J. A user-friendly SSVEP-based brain-computer interface using a time-domain classifier. J Neural Eng 2010, 026010.
23. Middendorf M., McMillan G., Calhoun G., Jones K.S. Brain-computer interfaces based on the steady-state visual-evoked response. IEEE Trans Rehab Eng 2000, 8:211-214.
24. Nijboer F., Furdea A., Gunst I., Mellinger J., McFarland D.J., Birbaumer N., Kubler A. An auditory brain-computer interface (BCI). J Neurosci Methods 2008, 167:43-50.
25. Pastor M.A., Artieda J., Arbizu J., Marti-Climent J.M., Penuelas I., Masdeu J.C. Activation of human cerebral and cerebellar cortex by auditory stimulation at 40Hz. J Neurosci 2002, 22:10501-10506.
26. Penny W.D, Roberts S.J., Curran E.A., Stokes M.J. EEG-based communication: a pattern recognition approach. IEEE Trans Rehab Eng 2000, 8:214-215.
27. Pfurtscheller G., Neuper C. Motor imagery activates primary sensorimotor area in humans. Neurosci Lett 1997, 239:65-68.
28. Picton T.W., John M.S., Dimitrijevic A., Purcell D. Human auditory steady-state responses. Int J Audiol 2003, 42:177-219.
29. Picton T.W., Skinner C.R., Champagne S.C., Kellett A.J.C., Maiste A.C. Potentials evoked by the sinusoidal modulation of the amplitude or frequency of a tone. J Acoust Soc Am 1987, 82:165-178.
30. Ross B., Borgmann C., Draganova R., Roberts L.E., Pantev C. A high-precision magnetoencephalographic study of human auditory steady-state responses to amplitude-modulated tones. J Acoust Soc Am 2000, 108:679-691.
31. Ross B., Draganova R., Picton T.W., Pantev C. Frequency specificity of 40-Hz auditory steady-state responses. Hear Res 2003, 186:57-68.
32. Ross B., Picton T.W., Pantev C. Temporal integration in the human auditory cortex as represented by the development of the steady-state magnetic field. Hear Res 2002, 165:68-84.
33. Schreuder M., Blankertz B., Tangermann M. A new auditory multi-class brain-computer interface paradigm: spatial hearing as an informative cue. Plos One 2010, 5.
34. Sellers E.W., Donchin E. A P300-based brain-computer interface: initial tests by ALS patients. Clin Neurophysiol 2006, 117:538-548.
35. Skosnik P.D., Krishnan G.P., O'Donnell B.F. The effect of selective attention on the gamma-band auditory steady-state response. Neurosci Lett 2007, 420:223-228.
36. Stach B.A. The auditory steady-state response: a primer. Hear J 2002, 55:10-18.
37. Wang T., Deng J., He B. Classifying EEG-based motor imagery tasks by means of time-frequency synthesized spatial patterns. Clin Neurophysiol 2004, 115:2744-2753.
38. Wolpaw J.R., Birbaumer N., McFarland D.J., Pfurtscheller G., Vaughan T.M. Brain-computer interfaces for communication and control. Clin Neurophysiol 2002, 113:767-791.