Real-time analysis of EEG indexes of alertness, cognition, and memory acquired with a wireless EEG headset

International Journal of Human-Computer Interaction

Volumn 17, Issue 2, 2004, Pages 151-170

  Berka, Chris ^a   Levendowski, Daniel J ^a   Cvetinovic, Milenko M ^a   Petrovic, Miroslav M ^a   Davis, Gene ^a   Lumicao, Michelle N ^a   Zivkovic, Vladimir T ^a   Popovic, Miodrag V ^b   Olmstead, Richard ^c  

^a ADVANCED BRAIN MONITORING INC   (United States)

^b UNIVERSITY OF BELGRADE   (Serbia)

^c Vet Aff Gtr Los Angeles Hlth S   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN; COGNITIVE SYSTEMS; MAN MACHINE SYSTEMS; MILITARY OPERATIONS; MONITORING; NEUROLOGY; OPTIMIZATION; PHYSIOLOGY; REAL TIME SYSTEMS; SOFTWARE ENGINEERING;

DESYNCHRONIZATION; MULTISESSION IMAGE LEARNING; NEURAL ACTIVITY; WARSHIP COMMANDER TASK (WCT);

ELECTROENCEPHALOGRAPHY;

EID: 4043105547     PISSN: 10447318     EISSN: None     Source Type: Journal    
DOI: 10.1207/s15327590ijhc1702_3     Document Type: Article

References (56)

1. Akerstedt, T., & Folkard, S. (1997). The three-process model of alertness and its extension to performance, sleep latency, and sleep length. Chronobiolology International, 14(2), 115-123.
2. Balkin, T. J. (2001, August). Sleep deprivation research at WRAIR. Paper presented at the DARPA Workshop, Las Vegas, NV.
3. Berka, C., Levendowski, D. J., Konstantinovic, Z. R., Olmstead, R. E., Davis, G., & Lumicao, M. N. (2000, July). Detection of drowsiness with realtime analysis of the electroencephalogram (EEG). Paper presented at the National Institutes of Health SBIR Conference, Bethesda, MD.
4. Brookhuis, K. A., & de Waard, D. (1993). The use of psychophysiology to assess driver status. Ergonomics, 36, 1099-1110.
5. Brookings, J. B., Wilson, G. F., & Swain, C. R. (1996). Psychophysiological responses to changes in workload during simulated air traffic control. Biological Psychology, 42, 361-377.
6. Byrne, E. A., & Parasuraman, R. (1996). Psychophysiology and adaptive automation. Biological Psychology, 42, 249-268.
7. Caldwell, J. (1995). Assessing the impact of stressors on performance: Observations on levels of analyses. Biological Psychology, 40, 197-208.
8. Donchin, E., Karis, D., Bashore, T. R., Coles, M. G., & Gratton, G. (1986). Cognitive psychophysiology and human information processing. In M. G. Coles, E. Donchin, & S. Porges (Eds.), Psychophysiology: Systems, processes and applications (pp. 244-266). New York: Guilford.
9. Doran, S. M., Van Dongen, H. P., & Dinges, D. F. (2001). Sustained attention performance during sleep deprivation: Evidence of state instability. Archives Italiennes de Biologie, 139(3), 253-267.
10. Fabiani, M., Gratton, G., & Coles, M. G. (2000). Event-related brain potentials. In J. T. Caciooppo, L. G. Tassinary, & G. G. Berntson (Eds.), Handbook of psychophysiology (pp. 53-84). Cambridge, England: Cambridge University Press.
11. Fisk, A. D., & Schneider, W. (1984). Memory as a function of attention, level of processing, and automatization. Journal of Experimental Psychology, Learning, Memory, and Cognition, 10, 181-197.
12. Gevins, A., Smith, M. E., Le, J., Leong, H., Bennett, J., Martin, N., et al. (1996). High resolution evoked potential imaging of the cortical dynamics of human working memory. Electroencephalography and Clinical Neurophysiology, 98, 327-348.
13. Gevins, A., Smith, M. E., Leong, H., McEvoy, L., Whitfield, S., Du, R., et al. (1998). Monitoring working memory load during computer-based tasks with EEG pattern recognition methods. Human Factors, 40, 79-91.
14. Gevins, A., Smith, M. E., McEvoy, L., & Yu, D. (1997). High-resolution EEG mapping of cortical activation related to working memory: Effects of task difficulty, type of processing, and practice. Cerebral Cortex, 7, 374-385.
15. Gopher, D. (1992). The skill of attention control: Acquisition and execution of attention strategies. In D. E. Meyer & S. Kornblum (Eds.), Attention and performance XIV (pp. 299-322). Hillsdale, NJ: Lawrence Erlbaum Associates, Inc.
16. Haier, R. J., Siegel, B. V., Jr., MacLachlan, A., Soderling, E., Lottenberg, S., & Buchsbaum, M. S. (1992). Regional glucose metabolic changes after learning a complex visuospatial/motor task: A positron emission tomographic study. Brain Research, 570, 134-143.
17. Hillyard, S. A., Hink, R. F., Schwent, V. L., & Picton, T. W. (1973). Electrical signs of selective attention in the human brain. Science, 182, 177-180.
18. Kahneman, D. (1973). Attention and effort. Englewood Cliffs, NJ: Prentice Hall.
19. Kecklund, G., & Akerstedt, T. (1993). Sleepiness in long distance truck driving: An ambulatory EEG study of night driving. Ergonomics, 36, 1007-1017.
20. Klimesch, W., Russegger, H., Doppelmayr, M., & Pachinger, T. (1998). A method for the calculation of induced band power: Implications for the significance of brain oscillations. Electroencephalography and Clinical Neurophysiology, 108, 123-130.
21. Kok, A. (2001). On the utility of P3 amplitude as a measure of processing capacity. Psychophysiology, 38, 557-577.
22. Kramer, A. F. (1991). Physiological metrics of mental workload: A review of recent progress. In D. L. Damos (Ed.), Multiple task performance (pp. 279-328). Washington, DC: Taylor & Francis.
23. Levendowski, D. J., Berka, C., Olmstead, R. E., & Jarvik, M. (1999, October). Correlations between EEG indices of alertness measures of performance and self-reported states while operating a driving simulator. Paper presented at the 29th annual meeting of the Society for Neuroscience, Miami, FL.
24. Levendowski, D. J., Berka, C., Olmstead, R. E., Konstantinovic, Z. R., Davis, G., Lumicao, M. N., et al. (2001). Electroencephalographic indices predict future vulnerability to fatigue induced by sleep deprivation. Sleep, 24(Abstract Suppl.), A243-A244.
25. Levendowski, D. J., Olmstead, R. E., Konstantinovic, Z. R., Berka, C., & Westbrook, P. R. (2000). Detection of electroencephalographic indices of drowsiness in realtime using a multi-level discriminant function analysis. Sleep, 23 (Abstract Suppl. 2), A243-A244.
26. Levendowski, D. J., Westbrook, P., Berka, C., Popovic, M. V., Pineda, J. A., Zavora, T. M., et al. (2002). Event-related potentials during a test of working memory differentiate sleep apnea patients from healthy subjects. Sleep, 25(Abstract Suppl.), A460-A461.
27. Makeig, S. (1993). Lapses in alertness: Coherence of fluctuations in performance and EEG spectrum. Electroencephalography and Clinical Neurophysiology, 86, 23-35.
28. Makeig, S., & Jung, T. P. (1995). Changes in alertness are a principal component of variance in the EEG spectrum. Neuroreport, 7, 213-216.
29. Makeig, S., & Jung, T. P. (1996). Tonic, phasic, and transient EEG correlates of auditory awareness in drowsiness. Brain Research, Cognitive Brain Research, 4, 15-25.
30. Mathiak, K., Hertrich, I., Rothe, S., Kincses, W. E., Lutzenberger, W., & Ackerman, H. (2002). Involuntary crossmodal enhancement of preattentive auditory processing is selective in space. Manuscript submitted for publication.
31. Miller, J. C. (1995). Batch processing of 10,000 h of truck driver EEG data. Biological Psychology, 40, 209-222.
32. Mitler, M. M., Miller, J. C., Lipsitz, J. J., Walsh, J. K., & Wylie, C. D. (1997). The sleep of long-haul truck drivers. New England Journal of Medicine, 337, 755-761.
33. Mitler, M. M., Westbrook, P., Levendowski, D. J., Ensign, W. Y., Olmstead, R. E., Berka, C., et al. (2002). Validation of automated EEG quantification of alertness: Methods for early identification of individuals most susceptible to sleep deprivation. Sleep, 25(Abstract Suppl.), A147-A148.
34. Moore-Ede, M. C. (1993). The twenty-four-hour society: Understanding human limits in a world that never stops. Reading, MA: Addison-Wesley.
35. Farasuraman, R., Bahri, T., Deaton, J. E., Morrison, J. G., & Barnes, M. (1992). Theory and design of adaptive automation in adaptive systems (Progress Rep. No. NAWCADIWAR-92033-60). Warminster, PA: Naval Air Warfare Center, Aircraft Division.
36. Parasuraman, R., Molloy, R., & Singh, I. L. (1993). Performance consequences of automation induced "complacency". International Journal of Aviation Psychology, 3, 1-23.
37. Parasuraman, R., Mouloua, M., & Hilburn, B. (1999). Adaptive aiding and adaptive task allocation enhance human-machine interaction. In M. W. Scerbo & M. Mouloua (Eds.), Automation technology and human performance: Current research and trends (pp. 119-123). Mahwah, NJ: Lawrence Erlbaum Associates, Inc.
38. Parasuraman, R., Mouloua, M., & Molloy, R. (1996). Effects of adaptive task allocation on monitoring of automated systems. Human Factors, 38, 665-679.
39. Polich, J. (2002). Neuropsychology of P3a and P3b: A theoretical overview. Advanced in Electrophysiology in Clinical Practice and Research.
40. Polich, J., & Herbst, K. L. (2000). P300 as a clinical assay: Rationale, evaluation, and findings. International Journal of Psychophysiology, 38, 3-19.
41. Pope, A. T., Bogart, E. H., & Bartolome, D. S. (1995). Biocybernetic system evaluates indices of operator engagement in automated task. Biological Psychology, 40, 187-195.
42. Prinzel, L. J., Freeman, F. G., Scerbo, M. W., Mikulka, P. J., & Pope, A. T. (2000). A closed-loop system for examining psychophysiological measures for adaptive task allocation. International Journal of Aviation Psychology, 10, 393-410.
43. Raichle, M. E., Fiez, J. A., Videen, T. O., MacLeod, A. M., Pardo, J. V., Fox, P. T., et al. (1994). Practice-related changes in human brain functional anatomy during nonmotor learning. Cerebral Cortex, 4, 8-26.
44. Schneider, W., & Fisk, A. D. (1982). Concurrent automatic and controlled visual search: Can processing occur without cost? Journal of Experimental Psychology: Learning, Memory, and Cognition, 8, 261-278.
45. Schneider, W., & Shiffrin, R. M. (1977). Controlled and automatic human information processing I: Detection, search, and attention. Psychological Reviews, 84, 1-66.
46. Singh, I. L., Molloy, R., & Parasuraman, R. (1993). Automation-induced "complacency": Development of the complacency-potential rating scale. International Journal of Aviation Psychology, 3, 111-121.
47. Smith, M. E., Gevins, A., Brown, H., Karnik, A., & Du, R. (2001). Monitoring task loading with multivariate EEG measures during complex forms of human-computer interaction. Human Factors, 43, 366-380.
48. St. John, M., Kobus, D. A., & Morrison, J. G. (2002). A multi-tasking environment for manipulating and measuring neural correlates of cognitive workload. In Proceedings of the 2002 IEEE 7th Conference on Human Factors and Power Plants (pp. 7.14-7.14). New York; IEEE.
49. Sterman, M. B., & Mann, C. A. (1995). Concepts and applications of EEG analysis in aviation performance evaluation. Biological Psychology, 40, 115-130.
50. Sterman, M. B., Mann, C. A., & Kaiser, D. A. (1992). Quantitative EEG patterns of differential in-flight workload (Abstract from Soar '92). Sepulveda, VA: Sepulveda VA Medical Center.
51. Torsvall, L., & Akerstedt, T. (1987). Sleepiness on the job: Continuously measured EEG changes in train drivers. Electroencephalography and Clinical Neurophysiology, 66, 502-511.
52. Westbrook, P., Berka, C., Levendowski, D., Lumicao, M. N., Davis, G., Olmstead, R. E., et al. (2002). Biobehavioral quantification of alertness and memory in patients with sleep apnea. Sleep, 25(Abstract Suppl.), A49-A50.
53. Wickens, C. D. (1984). Engineering psychology and human performance. Columbus, OH: Merrill.
54. Wickens, C. D. (1991). Processing resources and attention. In D. L. Damos (Ed.), Multiple-task performance (pp. 1-34). London: Taylor & Francis.
55. Wickens, C. D. (1992). Engineering psychology and human performance (2nd ed.). New York: HarperCollins.
56. Wickens, C. D., & Holland, J. G. (1984). Engineering psychology and human performance (3rd ed.). Englewood Cliffs, NJ: Prentice Hall.