BCI Applications for the General Population

Brain-Computer Interfaces: Principles and Practice

Volumn , Issue , 2012, Pages

  Blankertz, Benjamin ^a   Tangermann, Michael ^a   Müller, Klaus Robert ^a  

^a TECHNISCHE UNIVERSITÄT BERLIN   (Germany)

Author keywords

Bci systems; Brain signals; Brain computer interface; Life experience; Neuromuscular performances

Indexed keywords

EID: 84921259326     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1093/acprof:oso/9780195388855.003.0023     Document Type: Chapter

References (83)

1. Aftanas, LI, Reva, NV, Varlamov, AA, Pavlov, SV, Makhnev, VP. Analysis of evoked EEG synchronization and desynchronization in conditions of emotional activation in humans: temporal and topographic characteristics. Neurosci Behav Physiol 34: 859-867, 2004.
2. Allison, B, Grainmann, B. Why use a BCI if you're healthy? IEEE Intell Syst 23: 76-78, 2008.
3. Allison, B, Polich, J. Workload assessment of computer gaming using a single-stimulus event-related potential paradigm. Biol Psychol 77: 277-283, 2008.
4. Ballard, DH, Brown, CM. Computer Vision. Upper Saddle River, NJ: Prentice Hall, 1982.
5. Bensch, M, Karim, A, Mellinger, J, Hinterberger, T, Tangermann, M, Bogdan, M, Rosenstiel, W, Birbaumer, N. Nessi: An EEG controlled web browser for severely paralyzed patients. Comput Intell Neurosci, 2007.
6. Berka, C, Levendowski, DJ, Lumicao, MN, Yau, A, Davis, G, Zivkovic, VT, Olmstead, RE, Tremoulet, PD, Craven, PL. EEG correlates of task engagement and mental workload in vigilance, learning, and memory tasks. Aviat Space Environ Med 78: B231-244, 2007.
7. Blankertz, B, Dornhege, G, Lemm, S, Krauledat, M, Curio, G, Müller, KR. The Berlin Brain-Computer Interface: Machine learning based detection of user specific brain states. J Univ Comput Sci 12: 581-607, 2006.
8. Blankertz, B, Dornhege, G, Schäfer, C, Krepki, R, Kohlmorgen, J, Müller, KR, Kunzmann, V, Losch, F, Curio, G. Boosting bit rates and error detection for the classification of fast-paced motor commands based on single-trial EEG analysis. IEEE Trans Neural Syst Rehabil Eng 11: 127-131, 2003.
9. Blankertz, B, Krauledat, M, Dornhege, G, Williamson, J, Murray-Smith, R, Müller, KR. A note on brain actuated spelling with the Berlin Brain-Computer Interface. In: Stephanidis, C (Ed.), Universal Access in HCI, Part II, HCII 2007, Stephanidis.Berlin, Heidelberg: Springer, 4555: 759-768, 2007.
10. Blankertz, B, Müller, KR, Curio, G. Neuronal correlates of emotions in human-machine interaction. In: BMC Neuroscience 2009, Eighteenth Annual Computational Neuroscience Meeting: CNS* 2009. 10, (Suppl 1): 80.
11. Blankertz, B, Tangermann, M, Vidaurre, C, Fazli, S, Sannelli, C, Haufe, S, Maeder, C, Ramsey, L, Sturm, I, Curio, G, Müller, KR. The Berlin brain-computer interface: Non-medical uses of BCI technology. Front Neurosci 4: 198, 2010.
12. Bundeskriminalamt. Face recognition as a search tool-"Foto-Fahndung." Technical report, Bundeskriminalamt, 2007.
13. Chavarriaga, R, Millán, JdR. Learning from EEG error-related potentials in noninvasive brain-computer interfaces. IEEE Trans Neural Syst Rehabil Eng 18: 381-388, 2010.
14. Chen, YN, Mitra, S, Schlaghecken, F. Sub-processes of working memory in the N-back task: An investigation using ERPs. Clin Neurophysiol 119: 1546-1559, 2008.
15. Cohen, N, Henik, A, Mor, N. Can emotion modulate attention? Evidence for reciprocal links in the attentional network test. Exp Psychol, 2010. In press.
16. Davidson, RJ. What does the prefrontal cortex "do" in affect: Perspectives on frontal EEG asymmetry research. Biol Psychol 67: 219-233, 2004.
17. Ditunno, PL, Mann, VA. Right hemisphere specialization for mental rotation in normals and brain damaged subjects. Cortex 26: 177-188, 1990.
18. Donchin, E. The P300 as a metric for mental workload. Electroencephalogr Clin Neurophysiol Suppl 39: 338-343, 1987.
19. Eichele, H, Juvodden, HT, Ullsperger, M, Eichele, T. Mal-adaptation of event-related EEG responses preceding performance errors. Front Hum Neurosci 4, 2010.
20. Falkenstein, M, Hoormann, J, Christ, S, Hohnsbein, J. ERP components on reaction errors and their functional significance: A tutorial. Biol Psychol 51: 87-107, 2000.
21. Fan, J, Byrne, J, Worden, MS, Guise, KG, McCandliss, BD, Fossella, J, Posner, MI. The relation of brain oscillations to attentional networks. J Neurosci 27: 6197-6206, 2007.
22. Farah, MJ. The neural basis of mental imagery. Trends Neurosci 12: 395-399, 1989.
23. Farwell, L, Donchin, E. Talking off the top of your head: Toward a mental prosthesis utilizing event-related brain potentials. Electroencephalogr Clin Neurophysiol 70: 510-523, 1988.
24. Fernández, G, Effern, A, Grunwald, T, Pezer, N, Lehnertz, K, Dümpelmann, M, Van Roost, D, Elger, CE. Real-time tracking of memory formation in the human rhinal cortex and hippocampus. Science 285: 1582-1585, 1999.
25. Fisher, CE, Chin, L, Klitzman, R. Defining neuromarketing: Practices and professional challenges. Harv Rev Psychiatry 18: 230-237, 2010.
26. Fletcher, A, McCulloch, K, Baulk, SD, Dawson, D. Countermeasures to driver fatigue: a review of public awareness campaigns and legal approaches. Aust N Z J Public Health 29: 471-476, 2005.
27. Gerson, A, Parra, L, Sajda, P. Cortically coupled computer vision for rapid image search. IEEE Trans Neural Syst Rehabil Eng 14: 174-179, 2006.
28. Gevins, A, Leong, H, Du, R, Smith, ME, Le, J, DuRousseau, D, Zhang, J, Libove, J. Towards measurement of brain function in operational environments. Biol Psychol 40: 169-186, 1995.
29. Gray, JR. Emotional modulation of cognitive control: approach-withdrawal states double-dissociate spatial from verbal two-back task performance. J Exp Psychol Gen 130: 436-452, 2001.
30. Guderian, S, Schott, BH, Richardson-Klavehn, A, Düzel, E. Medial temporal theta state before an event predicts episodic encoding success in humans. Proc Natl Acad Sci USA 106: 5365-5370, 2009.
31. Harris, IM, Egan, GF, Sonkkila, C, Tochon-Danguy, HJ, Paxinos, G, Watson, JD. Selective right parietal lobe activation during mental rotation: A parametric PET study. Brain 123 (Pt 1): 65-73, 2000.
32. Herrington, JD, Mohanty, A, Koven, NS, Fisher, JE, Stewart, JL, Banich, MT, Webb, AG, Miller, GA, Heller, W. Emotion-modulated performance and activity in left dorsolateral prefrontal cortex. Emotion 5: 200-207, 2005.
33. Holm, A, Lukander, K, Korpela, J, Sallinen, M, Muller, KM. Estimating brain load from the EEG. ScientificWorldJournal 9: 639-651, 2009.
34. Horne, JA, Baulk, SD. Awareness of sleepiness when driving. Psychophysiology 41: 161-165, 2004.
35. Isreal, JB, Wickens, CD, Chesney, GL, Donchin, E. The event-related brain potential as an index of display-monitoring workload. Hum Factors 22: 211-224, 1980.
36. ITU-T Rec. P. 910. Subjective video quality assessment methods for multimedia applications. Geneva: International Telecommunications Union, 2008.
37. Janelle, CM. Anxiety, arousal and visual attention: a mechanistic account of performance variability. J Sports Sci 20: 237-251, 2002.
38. Karis, D, Fabiani, M, Donchin, E. P300 and memory: Individual differences in the von Restorff effect. Cog Psychol 16: 177-216, 1984.
39. Klauer, SG, Guo, F, Sudweeks, J, Dingus, TA. An analysis of driver inattention using a case-crossover approach on 100-car data: Final report. Technical report, Virginia Tech Transportation Institute, 2010.
40. Kohlmorgen, J, Dornhege, G, Braun, M, Blankertz, B, Müller, KR, Curio, G, Hagemann, K, Bruns, A, Schrauf, M, Kincses, W. Improving human performance in a real operating environment through real-time mental workload detection. In: Dornhege, G, del R. Millán, J, Hinterberger, T, McFarland, D, Müller, KR, Eds. Toward Brain-Computer Interfacing, Cambridge, MA: MIT press, 409-422, 2007.
41. Kramer, AF, Trejo, LJ, Humphrey, D. Assessment of mental workload with task-irrelevant auditory probes. Biol Psychol 40: 83-100, 1995.
42. A, Furdea, A, Halder, S, Hösle, A. Brain painting-BCI meets art. In: Müller-Putz, GR, Brunner, C, Leeb, R, Pfurtscheller, G, Neuper, C, Eds. Proceedings of the 4th International Brain-Computer Interface Workshop and Training Course 2008. Graz: Verlag der Technischen Universität Graz, 2008, 361-366.
43. Lal, SK, Craig, A. Reproducibility of the spectral components of the electroencephalogram during driver fatigue. Int J Psychology 55: 137-143, 2005.
44. Lalor, E, Kelly, S, Finucane, C, Burke, R, Smith, R, Reilly, R, McDarby, G. Steady-state VEP-based brain-computer interface control in an immersive 3D gaming environment. EURASIP J Appl Signal Processing 19: 3156, 2005.
45. Lécuyer, A, Lotte, F, Reilly, RB, Leeb, R, Hirose, M, Slater, M. Brain-computer interfaces, virtual reality, and videogames. Computer 41: 66-72, 2008.
46. Lin, CT, Wu, RC, Jung, TP, Liang, SF, Huang, TY. Estimating driving performance based on EEG spectrum analysis. EURASIP J Appl Signal Process 19: 3165-3174, 2005.
47. Lin, YP, Wang, CH, Jung, TP, Wu, TL, Jeng, SK, Duann, JR, Chen, JH. EEG-based emotion recognition in music listening. IEEE Trans Biomed Eng 57: 1798-1806, 2010.
48. Lyznicki, JM, Doege, TC, Davis, RM, Williams, MA. Sleepiness, driving, and motor vehicle crashes. Council on Scientific Affairs, American Medical Association. JAMA 279: 1908-1913, 1998.
49. Makeig, S, Jung, TP. Tonic, phasic, and transient EEG correlates of auditory awareness in drowsiness. Cogn Brain Res 4: 15-25, 1996.
50. Mathewson, KE, Gratton, G, Fabiani, M, Beck, DM, Ro, T. To see or not to see: Prestimulus alpha phase predicts visual awareness. J Neurosci 29: 2725-2732, 2009.
51. Mehta, Z, Newcombe, F. A role for the left hemisphere in spatial processing. Cortex 27: 153-167, 1991.
52. Milivojevic, B, Hamm, JP, Corballis, MC. Hemispheric dominance for mental rotation: It is a matter of time. Neuroreport 20: 1507-1512, 2009.
53. Millán, J, Renkens, F, No, JM, Gerstner, W. Non-invasive brain-actuated control of a mobile robot by human EEG. IEEE Trans Biomed Eng 51: 1026-1033, 2004.
54. Mokdad, AH, Marks, JS, Stroup, DF, Gerberding, JL. Actual causes of death in the United States, 2000. JAMA 291: 1238-1245, 2004.
55. Mokdad, AH, Marks, JS, Stroup, DF, Gerberding, JL. Correction: Actual causes of death in the United States, 2000. JAMA 293: 293-294, 2005.
56. Müller, KR, Tangermann, M, Dornhege, G, Krauledat, M, Curio, G, Blankertz, B. Machine learning for real-time single-trial EEG-analysis: From brain-computer interfacing to mental state monitoring. J Neurosci Methods 167: 82-90, 2008.
57. Murray-Smith, R. Empowering people rather than connecting them. Int J Mobile Hum Compur Interact 1: 18-28, 2009.
58. Nieuwenhuis, S, Ridderinkhof, K, Blom, J, Band, G, Kok, A. Error-related brain potentials are differentially related to awareness of response errors: Evidence from an antisaccade task. Psychophysiology 38: 752-760, 2001.
59. Nijholt, A. BCI for games: A "state of the art" survey. In: ICEC '08: Proceedings of the 7th International Conference on Entertainment Computing. Berlin, Heidelberg: Springer-Verlag, 225-228, 2009.
60. Olofsson, JK, Nordin, S, Sequeira, H, Polich, J. Affective picture processing: An integrative review of ERP findings. Biol Psychol 77: 247-265, 2008.
61. Papadelis, C, Chen, Z, Kourtidou-Papadeli, C, Bamidis, P, Chouvarda, I, Bekiaris, E, Maglaveras, N. Monitoring sleepiness with on-board electrophysiological recordings for preventing sleep-deprived traffic accidents. Clin Neurophysiol 118: 1906-1922, 2007.
62. Parra, L, Christoforou, C, Gerson, A, Dyrholm, M, Luo, A, Wagner, M, Philiastides, M, Sajda, P. Spatiotemporal linear decoding of brain state. IEEE Signal Process Mag 25: 107-115, 2008.
63. Parra, L, Spence, C, Gerson, A, Sajda, P. Response error correction-a demonstration of improved human-machine performance using real-time EEG monitoring. IEEE Trans Neural Syst Rehabil Eng 11: 173-177, 2003.
64. Prinzel, LJ, Freeman, FG, Scerbo, MW, Mikulka, PJ, Pope, AT. Effects of a psychophysiological system for adaptive automation on performance, workload, and the event-related potential P300 component. Hum Factors 45: 601-613, 2003.
65. Ramsey, L, Tangermann, M, Haufe, S, Blankertz, B. Practicing fast-decision BCI using a "goalkeeper" paradigm. In: BMC Neuroscience 2009, Eighteenth Annual Computational Neuroscience Meeting: CNS*2009, 10 (Suppl 1): P69.
66. Ranney, TA. Driver distraction: A review of the current state-of-knowledge. Technical report, National Highway Traffic Safety Administration, 2008.
67. Sajda, P, Parra, LC, Christoforou, C, Hanna, B, Bahlmann, C, Wang, J, Pohlmeyer, E, Dmochowski, J, Chang, SF. In a blink of an eye and a switch of a transistor: Cortically-coupled computer vision. Proc IEEE 98: 462-478, 2010.
68. Schalk, G, Wolpaw, JR, McFarland, DJ, Pfurtscheller, G. EEG-based communication: Presence of an error potential. Clin Neurophysiol 111: 2138-2144, 2000.
69. Schubert, R, Haufe, S, Blankenburg, F, Villringer, A, Curio, G. Now you'll feel it-now you won't: EEG rhythms predict the effectiveness of perceptual masking. J Cogn Neurosci 21: 2407-2419, 2009.
70. Slobounov, S, Chiang, H, Johnston, J, Ray, W. Modulated cortical control of individual fingers in experienced musicians: An EEG study.
71. Electroencephalographic study. Clin Neurophysiol 113: 2013-2024, 2002.
72. Smith, ME, Gevins, A, Brown, H, Karnik, A, Du, R, Gevins, AS. Monitoring task loading with multivariate EEG measures during complex forms of human-omputer interaction. Hum Factors 43: 366-380, 2001.
73. Sotres-Bayon, F, Quirk, GJ. Prefrontal control of fear: More than just extinction. Curr Opin Neurobiol 20: 231-235, 2010.
74. Sterman, MB, Mann, CA. Concepts and applications of EEG analysis in aviation performance evaluation. Biol Psychol 40: 115-130, 1995.
75. Subramanian, R. Motor vehicle traffic crashes as a leading cause of death in the USA, 2004. NHTSA-Report DOT HS 810 742, NHTSA, 2007.
76. Tagaris, GA, Kim, SG, Strupp, JP, Andersen, P, Uğurbil, K, Georgopoulos, AP. Quantitative relations between parietal activation and performance in mental rotation. Neuroreport 7: 773-776, 1996.
77. Tangermann, M, Krauledat, M, Grzeska, K, Sagebaum, M, Blankertz, B, Vidaurre, C, Müller, KR. Playing pinball with non-invasive BCI. In: Advances in Neural Information Processing Systems 21, Cambridge, MA: MIT Press, 1641-1648, 2009.
78. Thut, G, Nietzel, A, Brandt, SA, Pascual-Leone, A. Alpha-band electroencephalographic activity over occipital cortex indexes visuospatial attention bias and predicts visual target detection. J Neurosci 26: 9494-9502, 2006.
79. Waldert, S, Preissl, H, Demandt, E, Braun, C, Birbaumer, N, Aertsen, A, Mehring, C. Hand movement direction decoded from MEG and EEG. J Neurosci 28: 1000-1008, 2008.
80. Wältermann, M, Scholz, K, Möller, S, Huo, L, Raake, A, Heute, U. An instrumental measure for end-to-end speech. In: Proceedings of the 11th International Conference on Spoken Langugage Processing, 2008, 61-64.
81. Williamson, J, Murray-Smith, R, Blankertz, B, Krauledat, M, Müller, KR. Designing for uncertain, asymmetric control: Interaction design for brain-computer interfaces. Int J Hum Comput Stud 67: 827-841, 2009.
82. Wills, S, MacKay, D. DASHER-an efficient writing system for brain-computer interfaces? IEEE Trans Neural Syst Rehabil Eng 14: 244-246, 2006.
83. Xu, J, Kochanek, KD, Murphy, SL, Tejada-Vera, B. Deaths: Final data for 2007. National Vital Statistics Reports 58: 1-137, 2010.