Asynchronous gaze-independent event-related potential-based brain-computer interface

Artificial Intelligence in Medicine

Volumn 59, Issue 2, 2013, Pages 61-69

  Aloise, Fabio ^a,b   Aricò, Pietro ^a,b   Schettini, Francesca ^a,b   Salinari, Serenella ^b   Mattia, Donatella ^a   Cincotti, Febo ^a,b  

^a IRCCS FONDAZIONE SANTA LUCIA   (Italy)

^b SAPIENZA UNIVERSITY OF ROME   (Italy)

Author keywords

Asynchronous classifier; Brain computer interface; Covert attention; Event related potentials; Gaze independent brain computer interface

Indexed keywords

ASYNCHRONOUS SYSTEM; CLASSIFICATION TECHNIQUE; COMMUNICATION EFFICIENCY; COVERT ATTENTION; EVENT RELATED POTENTIALS; MISCLASSIFICATION COSTS; VISUAL STIMULATION; VOLUNTARY CONTROLS;

COMMUNICATION; EFFICIENCY; EYE MOVEMENTS; HANDICAPPED PERSONS; ROBUSTNESS (CONTROL SYSTEMS);

BRAIN COMPUTER INTERFACE;

ACCURACY; ADULT; ARTICLE; BRAIN COMPUTER INTERFACE; COMPUTER; EVENT RELATED POTENTIAL; GAZE; HUMAN; HUMAN EXPERIMENT; INTERPERSONAL COMMUNICATION; NORMAL HUMAN; PRIORITY JOURNAL; VISUAL STIMULATION;

ASYNCHRONOUS CLASSIFIER; BRAIN-COMPUTER INTERFACE; COVERT ATTENTION; EVENT-RELATED POTENTIALS; GAZE-INDEPENDENT BRAIN-COMPUTER INTERFACE;

ADULT; BRAIN-COMPUTER INTERFACES; EVOKED POTENTIALS; HUMANS; YOUNG ADULT;

EID: 84886768592     PISSN: 09333657     EISSN: 18732860     Source Type: Journal    
DOI: 10.1016/j.artmed.2013.07.006     Document Type: Article

References (39)

1. Zickler C., Riccio A., Leotta F., Hillian-Tress S., Halder S., Holz E., et al. A brain-computer interface as input channel for a standard assistice technology software. Clin EEG Neurosci 2011, 42(4):236-244.
2. Riccio A., Mattia D., Simione L., Olivetti M., Cincotti F. Eye-gaze independent EEG-based brain-computer interfaces for communication. J Neural Eng 2012, 9(4):045001.
3. de Haan B., Morgan P.S., Rorden C. Covert orienting of attention and overt eye movements activate identical brain regions. Brain Res 2008, 1204:102-111.
4. Kelly S.P., Lalor E.C., Reilly R.B., Foxe J.J. Visual spatial attention tracking using high-density SSVEP data for independent brain-computer communication. IEEE Trans Neural Syst Rehabil Eng 2005, 13(2):172-178.
5. Allison B.Z., McFarland D.J., Schalk G., Zheng S.D., Jackson M.M., Wolpaw J.R. Towards an independent brain-computer interface using steady state visual evoked potentials. Clin Neurophysiol 2008, 119(2):399-408.
6. Kleih S.C., Kaufmann T., Zickler C., Halder S., Leotta F., Cincotti F., et al. Out of the frying pan into the fire - the P300-based BCI faces real-world challenges. Prog Brain Res 2011, 194:27-46.
7. Acqualagna L., Treder M.S., Schreuder M., Blankertz B. A novel brain-computer interface based on the rapid serial visual presentation paradigm. Conf Proc IEEE Eng Med Biol Soc 2010, 2010:2686-2689.
8. Treder M.S., Blankertz B. (C)overt attention and visual speller design in an ERP-based brain-computer interface. Behav Brain Funct 2010, 6. 28-28.
9. Treder M.S., Schmidt N.M., Blankertz B. Gaze-independent brain-computer interfaces based on covert attention and feature attention. J Neural Eng 2011, 8(6):066003.
10. Furdea A., Halder S., Krusienski D.J., Bross D., Nijboer F., Birbaumer N., et al. An auditory oddball (P300) spelling system for brain-computer interfaces. Psychophysiology 2009, 46(3):617-625.
11. Wolpaw J.R., Birbaumer N., McFarland D.J., Pfurtscheller G., Vaughan T.M. Brain-computer interfaces for communication and control. Clin Neurophysiol 2002, 113(6):767-791.
12. Hart S.G., Staveland L.E. Development of NASA-TLX (Task Load Index): results of empirical and theoretical research. Human mental workload 1988, vol. 52:139-183. North-Holland, Amsterdam.
13. ISO-9241-210 Human-centred design for interactive systems. Licensed to Dr. Hoogerwerf, ISO Store order #10-1173179 2012, http://www.iso.org/iso/catalogue_detail.htm?csnumber=52075 downloaded December 2012.
14. Aloise F., Aricò P., Schettini F., Riccio A., Salinari S., Mattia D., et al. A covert attention P300-based brain-computer interface: Geospell. Ergonomics 2012, 5:538-551.
15. Kübler A., Mushahwar V.K., Hochberg L.R., Donoghue J.P. BCI meeting 2005 - workshop on clinical issues and applications. IEEE Trans Neural Syst Rehabil Eng 2006, 14(2):131-134.
16. Brain-computer interfaces: principles and practice 2012, Oxford University Press, USA. 1st ed. J. Wolpaw, E.W. Wolpaw (Eds.).
17. del R.Millán J., Mouriño J. Asynchronous BCI and local neural classifiers: an overview of the Adaptive Brain Interface project. IEEE Trans Neural Syst Rehabil Eng 2003, 11(2):159-161.
18. Leeb R., Friedman D., Müller-Putz G.R., Scherer R., Slater M., Pfurtscheller G. Self-paced (asynchronous) BCI control of a wheelchair in virtual environments: a case study with a tetraplegic. Comput Intell Neurosci 2007, 79642.
19. Galán F., Nuttin M., Lew E., Ferrez P.W., Vanacker G., Philips J., et al. A brain-actuated wheelchair: asynchronous and non-invasive brain-computer interfaces for continuous control of robots. Clin Neurophysiol 2008, 119(9):2159-2169.
20. Borisoff J.F., Mason S.G., Birch G.E. Brain interface research for asynchronous control applications. IEEE Trans Neural Syst Rehabil Eng 2006, 14(2):160-164.
21. Diez P.F., Mut V.A., Avila Perona E.M., Laciar Leber E. Asynchronous BCI control using high-frequency SSVEP. J Neuroeng Rehabil 2011, 8:39.
22. Lenhardt A., Kaper M., Ritter H.J. An adaptive P300-based online brain-computer interface. IEEE Trans Neural Syst Rehabil Eng 2008, 16(2):121-130.
23. Jin J., Allison B.Z., Sellers E.W., Brunner C., Horki P., Wang X., et al. An adaptive P300-based control system. J Neural Eng 2011, 8(3):036006.
24. Schreuder M., Rost T., Tangermann M. Listen, you are writing! speeding up online spelling with a dynamic auditory BCI. Front Neurosci 2011, 5:112.
25. Panicker R.C., Puthusserypady S., Sun Y. An asynchronous P300 BCI with SSVEP-based control state detection. IEEE Trans Biomed Eng 2011, 58(6):1781-1788.
26. Zhang D., Song H., Xu H., Wu W., Gao S., Hong B. An N200 speller integrating the spatial profile for the detection of the non-control state. J Neural Eng 2012, 9(2):026016.
27. Zhang H., Guan C., Wang C. Asynchronous P300-based brain-computer interfaces: a computational approach with statistical models. IEEE Trans Biomed Eng 2008, 55(6):1754-1763.
28. Aloise F., Schettini F., Aricò P., Leotta F., Salinari S., Mattia D., et al. P300-based brain-computer interface for environmental control: an asynchronous approach. J Neural Eng 2011, 8(2):025025.
29. Aloise F., Schettini F., Aricò P., Salinari S., Guger C., Rinsma J., et al. Asynchronous P300-based brain-computer interface to control a virtual environment: initial tests on end users. Clin EEG Neurosci 2011, 42(4):219-224.
30. Bianchi L., Quitadamo L.R., Garreffa G., Cardarilli G.C., Marciani M.G. Performances evaluation and optimization of brain computer interface systems in a copy spelling task. IEEE Trans Neural Syst Rehabil Eng 2007, 15(2):207-216.
31. Schettini F., Aloise F., Aricò P., Salinari S., Mattia D., Cincotti F. Control or no-control? Reducing the gap between brain-computer interface and classical input devices. Conf Proc IEEE Eng Med Biol Soc 2012, 1815-1818.
32. Aricò P., Aloise F., Schettini F., Salinari S., Mattia D., Cincotti F. Evaluation of the latency jitter of P300 evoked potentials during C(o)vert attention BCI 2013, 53-54. TOBI Workshop IV, Sion, Switzerland.
33. Bianchi L., Sami S., Hillebrand A., Fawcett I.P., Quitadamo L.R., Seri S. Which physiological components are more suitable for visual ERP based brain-computer interface? A preliminary MEG/EEG study. Brain Topogr 2010, 23(2):180-185.
34. Schalk G., McFarland D.J., Hinterberger T., Birbaumer N., Wolpaw J.R. BCI2000: a general-purpose brain-computer interface (BCI) system. IEEE Trans Biomed Eng 2004, 51(6):1034-1043.
35. Krusienski D.J., Sellers E.W., Cabestaing F., Bayoudh S., McFarland D.J., Vaughan T.M., et al. A comparison of classification techniques for the P300 Speller. J Neural Eng 2006, 3(4):299-305.
36. San Agustin J., Skovsgaard H., Mollenbach E., Barret M., Tall M., Hansen D.W., et al. Evaluation of a low-cost open-source gaze tracker. Proceedings of the 2010 Symposium on Eye-Tracking Research; Applications 2010, 77-80.
37. Aloise F., Schettini F., Aricò P., Salinari S., Babiloni F., Cincotti F. A comparison of classification techniques for a gaze-independent P300-based brain-computer interface. J Neural Eng 2012, 9(4):045012.
38. Quitadamo L.R., Abbafati M., Cardarilli G.C., Mattia D., Cincotti F., Babiloni F., et al. Evaluation of the performances of different P300 based brain-computer interfaces by means of the efficiency metric. J Neurosci Methods 2012, 203(2):361-368.
39. Kaufmann T., Holz E., Kubler F. The importance of user-centred design in BCI development: a case study with a locked-in patient 2013, 41-42. TOBI Workshop IV, Sion, Switzerland.