A hybrid BCI speller paradigm combining P300 potential and the SSVEP blocking feature

Journal of Neural Engineering

Volumn 10, Issue 2, 2013, Pages

  Xu, Minpeng ^a   Qi, Hongzhi ^a,b   Wan, Baikun ^a   Yin, Tao ^b   Liu, Zhipeng ^b   Ming, Dong ^a  

^a TIANJIN UNIVERSITY   (China)

^b INSTITUTE OF BIOMEDICAL ENGINEERING   (China)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN COMPUTER INTERFACES (BCIS); COMBINED FEATURES; FEATURE ANALYSIS; FREQUENCY DOMAINS; INFORMATION TRANSFER RATE; STEADY-STATE VISUAL EVOKED POTENTIALS; TARGET DISCRIMINATION; TARGET RESPONSE;

TIME DOMAIN ANALYSIS;

BRAIN COMPUTER INTERFACE;

ADULT; ARTICLE; BRAIN COMPUTER INTERFACE; CLINICAL ARTICLE; CONTROLLED STUDY; ELECTROENCEPHALOGRAPHY; EVENT RELATED POTENTIAL; EVOKED VISUAL RESPONSE; FEMALE; HUMAN; MALE; PRIORITY JOURNAL; SENSORIMOTOR FUNCTION; SIGNAL PROCESSING; STEADY STATE VISUAL EVOKED POTENTIAL; TASK PERFORMANCE; VISUAL STIMULATION;

ADULT; ALGORITHMS; BRAIN-COMPUTER INTERFACES; CALIBRATION; COMMUNICATION AIDS FOR DISABLED; DISCRIMINANT ANALYSIS; ELECTRODES; ELECTROENCEPHALOGRAPHY; EVENT-RELATED POTENTIALS, P300; EVOKED POTENTIALS, VISUAL; FEMALE; HUMANS; MALE; PHOTIC STIMULATION; PSYCHOMOTOR PERFORMANCE; REPRODUCIBILITY OF RESULTS; YOUNG ADULT;

EID: 84875854610     PISSN: 17412560     EISSN: 17412552     Source Type: Journal    
DOI: 10.1088/1741-2560/10/2/026001     Document Type: Article

References (36)

1. McFarland D J and Wolpaw J R 2011 Brain-computer interfaces for communication and control Commun. ACM 54 60-66
2. Vaughan T M et al 2003 Brain-computer interface technology: a review of the second international meeting IEEE Trans. Neural Syst. Rehabil. Eng. 11 94-109
3. Allison B Z, Wolpaw E W and Wolpaw J R 2007 Brain-computer inter-face systems: progress and prospects Expert Rev. Med. Devices 4 463-74
4. Vaughan T M, McFarland D J, Schalk G, Sarnacki W A, Krusienski D J, Sellers E W and Wolpaw J R 2006 The Wadsworth BCI research and development program: at home with BCI IEEE Trans. Neural Syst. Rehabil. Eng. 14 229-33
5. Nijboer F et al 2008 A P300-based brain-computer interface for people with amyotrophic lateral sclerosis Clin. Neurophysiol. 119 1909-16
6. Sellers E W, Vaughan T M and Wolpaw J R 2010 A brain-computer interface for long-term independent home use Amyotroph. Lateral Scler. 11 449-55
7. Vialatte F-B, Maurice M, Dauwels J and Cichocki A 2010 Steady-state visually evoked potentials: focus on essential paradigms and future perspectives Prog. Neurobiol. 90 418-38
8. Regan D 1989 Human Brain Electrophysiology: Evoked Potentials and Evoked Magnetic Fields in Science and Medicine (New York: Elsevier)
9. Volosyak I 2011 SSVEP-based Bremen-BCI interface - boosting information transfer rates J. Neural Eng. 8 036020
10. Müller-Putz G R et al 2011 Tools for brain-computer interaction: a general concept for a hybrid BCI Front. Neuroinform. 5 30
11. Pfurtscheller G, Allison B Z, Brunner C, Bauernfeind G, Solis-Escalante T, Scherer R, Zander T O, Mueller-Putz G, Neuper C and Birbaumer N 2010 The hybrid BCI Front. Neurosci. 4 30
12. Allison B Z, Brunner C, Kaiser V, Müller-Putz G R, Neuper C and Pfurtscheller G 2010 Toward a hybrid brain-computer interface based on imagined movement and visual attention J. Neural Eng. 7 26007
13. Brunner C, Allison B Z, Krusienski D J, Kaiser V, Müller-Putz G R, Pfurtscheller G and Neuper C 2010 Improved signal processing approaches in an offline simulation of a hybrid brain-computer interface J. Neurosci. Methods 188 165-73
14. Pfurtscheller G, Solis-Escalante T, Ortner R, Linortner P and Müller-Putz G R 2010 Self-paced operation of an SSVEP-based orthosis with and without an imagery-based 'brain switch': a feasibility study towards a hybrid BCI IEEE Trans. Neural Syst. Rehabil. Eng. 18 409-14
15. Horki P, Solis-Escalante T, Neuper C and Müller-Putz G 2011 Combined motor imagery and SSVEP based BCI control of a 2 DoF artificial upper limb Med. Biol. Eng. Comput. 49 567-77
16. Long J, Li Y, Yu T and Gu Z 2012 Target selection with hybrid feature for BCI-based 2D cursor control IEEE Trans. Biomed. Eng. 59 132-40
17. Panicker R C, Puthusserypady S and Sun Y 2011 An asynchronous P300 BCI with SSVEP-based control state detection IEEE Trans. Biomed. Eng. 58 1781-8
18. Farwell L A and Donchin E 1988 Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials Electroencephalogr. Clin. Neurophysiol. 70 510-23
19. Delorme A and Makeig S 2004 EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics J. Neurosci. Methods 134 9-21
20. Tallon-Baudry C, Bertrand O, Delpuech C and Pernier J 1996 Stimulus specificity of phase-locked and non-phase-locked 40 Hz visual responses in human J. Neurosci. 16 4240-9
21. Draper N and Smith H 1981 Applied Regression Analysis (New York: Wiley) pp 307-12
22. Krusienski D J, Sellers E W, Cabestaing F, Bayoudh S, McFarland D J, Vaughan T M and Wolpaw J R 2006 A comparison of classification techniques for the P300 speller J. Neural Eng. 3 299-305
23. Krusienski D J, Sellers E W, McFarland D J, Vaughan T M and Wolpaw J R 2008 Toward enhanced P300 speller performance J. Neurosci. Methods 167 15-21
24. Wolpaw J R, McFarland D J, Neat G W and Forneris C A 1991 An EEG-based brain-computer interface for cursor control Electroencephalogr. Clin. Neurophysiol. 78 252-9
25. Wolpaw J R, Birbaumer N, Heetderks W J, McFarland D J, Peckham P H, Schalk G, Donchin E, Quatrano L A, Robinson C J and Vaughan T M 2000 Brain-computer interface technology: a review of the first international meeting IEEE Trans. Rehabil. Eng. 8 164-73
26. Jian D, George S and Ramesh S 2006 Attentional modulation of SSVEP power depends on the network tagged by the Flicker frequency Cereb. Cortex 16 1016-29
27. Thurlings M E, Brouwer A M, Van Erp J B, Blankertz B and Werkhoven P J 2012 Does bimodal stimulus presentation increase ERP components usable in BCIs? J. Neural Eng. 9 045005
28. Olofsson J K, Nordin S, Sequeira H and Polich J 2008 Affective picture processing: an integrative review of ERP findings Biol. Psychol. 77 247-65
29. Vogel E K and Luck S J 2000 The visual N1 component as an index of a discrimination process Psychophysiology 37 190-203
30. Brunner P, Joshi S, Briskin S, Wolpaw J R, Bischof H and Schalk G 2010 Does the 'P300' speller depend on eye gaze? J. Neural Eng. 7 056013
31. Townsend G, LaPallo B K, Boulay C B, Krusienski D J, Frye G E, Hauser C K, Schwartz N E, Vaughan T M, Wolpaw J R and Sellers E W 2010 A novel P300-based brain-computer interface stimulus presentation paradigm: moving beyond rows and columns Clin. Neurophysiol. 121 1109-20
32. Fuchs S, Andersen S K, Gruber T and Müller M M 2008 Attentional bias of competitive interactions in neuronal networks of early visual processing in the human brain Neuroimage 41 1086-101
33. Ng K B, Bradley A P and Cunnington R 2012 Stimulus specificity of a steady-state visual-evoked potential-based brain-computer interface J. Neural Eng. 9 036008
34. Meinicke P, Kaper M, Hoppe F, Heumann M and Ritter H 2002 Improving transfer rates in brain-computer interface: a case study Neural Inf. Process. Syst. 1107-14
35. Sellers E W, Krusienski D J, McFarland D J, Vaughan T M and Wolpaw J R 2006 A P300 event-related potential brain-computer interface (BCI): the effects of matrix size and inter stimulus interval on performance Biol. Psychol. 73 242-52
36. Vidaurre C and Blankertz B 2010 Towards a cure for BCI illiteracy Brain Topogr. 23 194-8