Trial-by-trial variations in subjective attentional state are reflected in ongoing prestimulus EEG alpha oscillations

Frontiers in Psychology

Volumn 2, Issue MAY, 2011, Pages

  Macdonald, James S P ^a   Mathan, Santosh ^b   Yeung, Nick ^a  

^a UNIVERSITY OF OXFORD   (United Kingdom)

^b HONEYWELL TECHNOLOGY CENTER   (United States)

Author keywords

Alpha; Attention; Confidence; Detection; Mind wandering; P300; Vigilance

Indexed keywords

EID: 84859084204     PISSN: None     EISSN: 16641078     Source Type: Journal    
DOI: 10.3389/fpsyg.2011.00082     Document Type: Article

References (84)

1. Arruda, J. E., Zhang, H., Amoss, R. T., Coburn, K. L., and Aue, W. R. (2009). Rhythmic oscillations in quantitative EEG measured during a continuous performance task. Appl. Psychophysiol. Biofeedback 34, 7-16.
2. Aue, W. R., Arruda, J. E., Kass, S. J., and Stanny, C. J. (2009). Cyclic variations in sustained human performance. Brain Cogn. 71, 336-344.
3. Benjamini, Y., and Hochberg, Y. (1995). Controlling the false discovery rate: a practical and powerful approach to multiple testing. J. R. Stat. Soc. Series B Stat. Methodol. 57, 289-300.
4. Berger, H. (1929). Uber das elektrenkephalogramm des menschen. Arch. Psychiatr. Nervenkr. 87, 527-570.
5. Braboszcz, C., and Delorme, A. (2011). Lost in thoughts: neural markers of low alertness during mind wandering. Neuroimage 54, 3040-3047.
6. Brainard, D. H. (1997). The psychophysics toolbox. Spat. Vis. 10, 433-436.
7. Busch, N. A., Dubois, J., and VanRullen, R. (2009). The phase of ongoing EEG oscillations predicts visual perception. J. Neurosci. 29, 7869-7876.
8. Busch, N. A., and Herrmann, C. S. (2003). Object-load and featureload modulate EEG in a short-term memory task. Neuroreport 14, 1721-1724.
9. Capotosto, P., Babiloni, C., Romani, G. L., and Corbetta, M. (2009). Frontoparietal cortex controls spatial attention through modulation of anticipatory alpha rhythms. J. Neurosci. 29, 5863-5872.
10. Carp, J., and Compton, R. J. (2009). Alpha power is influenced by performance errors. Psychophysiology 46, 336-343.
11. Christoff, K., Gordon, A. M., Smallwood, J., Smith, R., and Schooler, J. W. (2009). Experience sampling during fMRI reveals default network and executive system contributions to mind wandering. Proc. Natl. Acad. Sci. U.S.A. 106, 8719-8724.
12. Conte, S., Ferlazzo, F., and Renzi, P. (1995). Ultradian rhythms of reaction times in performance in vigilance tasks. Biol. Psychol. 39, 159-172.
13. Cooper, N. R., Burgess, A. P., Croft, R. J., and Gruzelier, J. H. (2006). Investigating evoked and induced electroencephalogram activity in taskrelated alpha power increases during an internally directed attention task. Neuroreport 17, 205-208.
14. Cooper, N. R., Croft, R. J., Dominey, S. J. J., Burgess, A. P., and Gruzelier, J. H. (2003). Paradox lost? Exploring the role of alpha oscillations during externally vs. internally directed attention and the implications for idling and inhibition hypotheses. Int. J. Psychophysiol. 47, 65-74.
15. Covington, J. W., and Polich, J. (1996). P300, stimulus intensity, and modality. Electroencephalogr. Clin. Neurophysiol. 100, 579-584.
16. Delorme, A., and Makeig, S. (2004). EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis. J. Neurosci. Methods 134, 9-21.
17. Doesburg, S. M., Green, J. J., McDonald, J. J., and Ward, L. M. (2009). From local inhibition to long-range integration: a functional dissociation of alpha-band synchronization across cortical scales in visuospatial attention. Brain Res. 1303, 97-110.
18. Duncan-Johnson, C. C., and Donchin, E. (1977). On quantifying surprise: the variation of event-related potentials with subjective probability. Psychophysiology 14, 456-467.
19. Eichele, T., Debener, S., Calhoun, V. D., Specht, K., Engel, A. K., Hugdahl, K., von Cramon, D. Y., and Ullsperger, M. (2008). Prediction of human errors by maladaptive changes in event-related brain networks. Proc. Natl. Acad. Sci. U.S.A. 105, 6173-6178.
20. Elliott, E. (1960). Perception and alertness. Ergonomics 3, 357.
21. Ergenoglu, T., Demiralp, T., Bayraktaroglu, Z., Ergen, M., Beydagi, H., and Uresin, Y. (2004). Alpha rhythm of the EEG modulates visual detection performance in humans. Brain Res. Cogn. Brain Res. 20, 376-383.
22. Forster, S., and Lavie, N. (2009). Harnessing the wandering mind: the role of perceptual load. Cognition 111, 345-355.
23. Foxe, J. J., Simpson, G. V., and Ahlfors, S. P. (1998). Parieto-occipital approximately 10 Hz activity reflects anticipatory state of visual attention mechanisms. Neuroreport 9, 3929-3933.
24. Fu, K. M., Foxe, J. J., Murray, M. M., Higgins, B. A., Javitt, D. C., and Schroeder, C. E. (2001). Attention-dependent suppression of distracter visual input can be cross-modally cued as indexed by anticipatory parieto-occipital alphaband oscillations. Brain Res. Cogn. Brain Res. 12, 145-152.
25. Gerson, A. D., Parra, L. C., and Sajda, P. (2006). Cortically coupled computer vision for rapid image search. IEEE Trans. Neural Syst. Rehabil. Eng. 14, 174-179.
26. Gilden, D. L. (2001). Cognitive emissions of 1/f noise. Psychol. Rev. 108, 33-56.
27. Gilden, D. L., Thornton, T., and Mallon, M. W. (1995). 1/f noise in human cognition. Science 267, 1837-1839.
28. Handy, T. C., and Khoe, W. (2005). Attention and sensory gain control: a peripheral visual process? J. Cogn. Neurosci. 17, 1936-1949.
29. Hari, R., Salmelin, R., Mäkelä, J. P., Salenius, S., and Helle, M. (1997). Magnetoencephalographic cortical rhythms. Int. J. Psychophysiol. 26, 51-62.
30. Holroyd, C. B., and Coles, M. G. H. (2002). The neural basis of human error processing: reinforcement learning, dopamine, and the error-related negativity. Psychol. Rev. 109, 679-709.
31. Jensen, O., Gelfand, J., Kounios, J., and Lisman, J. E. (2002). Oscillations in the alpha band (9-12 Hz) increase with memory load during retention in a short-term memory task. Cereb. Cortex 12, 877-882.
32. Johnson, R. (1993). On the neural generators of the P300 component of the event-related potential. Psychophysiology 30, 90-97.
33. Kam, J. W. Y., Dao, E., Farley, J., Fitzpatrick, K., Smallwood, J., Schooler, J. W., and Handy, T. C. (2011). Slow fluctuations in attentional control of sensory cortex. J. Cogn. Neurosci. 23, 460-470.
34. Kelly, S. P., Gomez-Ramirez, M., and Foxe, J. J. (2009). The strength of anticipatory spatial biasing predicts target discrimination at attended locations: a high-density EEG study. Eur. J. Neurosci. 30, 2224-2234.
35. Kelly, S. P., Lalor, E. C., Reilly, R. B., and Foxe, J. J. (2006). Increases in alpha oscillatory power reflect an active retinotopic mechanism for distracter suppression during sustained visuospatial attention. J. Neurophysiol. 95, 3844-3851.
36. Klimesch, W., Doppelmayr, M., Russegger, H., Pachinger, T., and Schwaiger, J. (1998). Induced alpha band power changes in the human EEG and attention. Neurosci. Lett. 244, 73-76.
37. Klimesch, W., Sauseng, P., and Hanslmayr, S. (2007). EEG alpha oscillations: the inhibition-timing hypothesis. Brain Res. Rev. 53, 63-88.
38. Lage-Castellanos, A., Martínez-Montes, E., Hernández-Cabrera, J. A., and Galán, L. (2010). False discovery rate and permutation test: an evaluation in ERP data analysis. Stat. Med. 29, 63-74.
39. Leopold, D. A., Murayama, Y., and Logothetis, N. K. (2003). Very slow activity fluctuations in monkey visual cortex: implications for functional brain imaging. Cereb. Cortex 13, 422-433.
40. Linkenkaer-Hansen, K., Nikouline, V. V., Palva, J. M., and Ilmoniemi, R. J. (2001). Long-range temporal correlations and scaling behavior in human brain oscillations. J. Neurosci. 21, 1370-1377.
41. Linkenkaer-Hansen, K., Nikulin, V. V., Palva, S., Ilmoniemi, R. J., and Palva, J. M. (2004). Prestimulus oscillations enhance psychophysical performance in humans. J. Neurosci. 24, 10186-10190.
42. Makeig, S., and Inlow, M. (1993). Lapses in alertness: coherence of fluctuations in performance and EEG spectrum. Electroencephalogr. Clin. Neurophysiol. 86, 23-35.
43. Mason, M. F., Norton, M. I., Van Horn, J. D., Wegner, D. M., Grafton, S. T., and Macrae, C. N. (2007). Wandering minds: the default network and stimulus-independent thought. Science 315, 393-395.
44. Mathan, S. (2008). Image search at the speed of thought. Interactions 15, 76-77.
45. Mathan, S., Erdogmus, D., Huang, Y., Pavel, M., Ververs, P., Carciofini, J., Dorneich, M., and Whitlow, S. (2008). "Rapid image analysis using neural signals," in CHI '08 Extended Abstracts on Human Factors in Computing Systems, CHI EA '08 (New York, NY: ACM), 3309-3314.
46. Mathan, S., Whitlow, S., Erdogmus, D., Pavel, M., Ververs, P., and Dorneich, M. (2006). "Neurophysiologically driven image triage: a pilot study," in CHI '06 Extended Abstracts on Human Factors in Computing Systems, CHI EA '06 (New York, NY: ACM), 1085-1090
47. Mazaheri, A., Nieuwenhuis, I. L. C., van Dijk, H., and Jensen, O. (2009). Prestimulus alpha and mu activity predicts failure to inhibit motor responses. Hum. Brain Mapp. 30, 1791-1800
48. McVay, J. C., and Kane, M. J. (2009). Conducting the train of thought: working memory capacity, goal neglect, and mind wandering in an executive-control task. J. Exp. Psychol. Learn. Mem. Cogn. 35, 196-204.
49. Monto, S., Palva, S., Voipio, J., and Palva, J. M. (2008). Very slow EEG fluctuations predict the dynamics of stimulus detection and oscillation amplitudes in humans. J. Neurosci. 28, 8268-8272.
50. Nikulin, V. V., and Brismar, T. (2005). Long-range temporal correlations in electroencephalographic oscillations: relation to topography, frequency band, age and gender. Neuroscience 130, 549-558.
51. O'Connell, R. G., Dockree, P. M., Robertson, I. H., Bellgrove, M. A., Foxe, J. J., and Kelly, S. P. (2009). Uncovering the neural signature of lapsing attention: electrophysiological signals predict errors up to 20 s before they occur. J. Neurosci. 29, 8604-8611.
52. Palva, J. M., Palva, S., and Kaila, K. (2005). Phase synchrony among neuronal oscillations in the human cortex. J. Neurosci. 25, 3962-3972.
53. Parra, L. C., Alvino, C., Tang, A., Pearlmutter, B., Yeung, N., Osman, A., and Sajda, P. (2002). Linear spatial integration for single-trial detection in encephalography. Neuroimage 17, 223-230.
54. Parra, L. C., Christoforou, C., Gerson, A. D., Dyrholm, M., Luo, A., Wagner, M., Philiastides, M. G., and Sajda, P. (2008). Spatiotemporal linear decoding of brain state: application to performance augmentation in highthroughput tasks. IEEE Signal Process. Mag. 25, 95-115.
55. Pfurtscheller, G. (2001). Functional brain imaging based on ERD/ERS. Vision Res. 41, 1257-1260.
56. Pollen, D. A., and Trachtenberg, M. C. (1972). Some problems of occipital alpha block in man. Brain Res. 41, 303-314.
57. Poolman, P., Frank, R. M., Luu, P., Pederson, S. M., and Tucker, D. M. (2008). A single-trial analytic framework for EEG analysis and its application to target detection and classification. Neuroimage 42, 787-798.
58. Ray, W. J., and Cole, H. W. (1985). EEG alpha activity reflects attentional demands, and beta activity reflects emotional and cognitive processes. Science 228, 750-752.
59. Ridderinkhof, K. R., Ullsperger, M., Crone, E. A., and Nieuwenhuis, S. (2004). The role of the medial frontal cortex in cognitive control. Science 306, 443-447.
60. Rihs, T. A., Michel, C. M., and Thut, G. (2007). Mechanisms of selective inhibition in visual spatial attention are indexed by alpha-band EEG synchronization. Eur. J. Neurosci. 25, 603-610.
61. Robertson, I. H., Manly, T., Beschin, N., Daini, R., Haeske-Dewick, H., Hömberg, V., Jehkonen, M., Pizzamiglio, G., Shiel, A., and Weber, E. (1997). Auditory sustained attention is a marker of unilateral spatial neglect. Neuropsychologia 35, 1527-1532.
62. Romei, V., Brodbeck, V., Michel, C. M., Amedi, A., Pascual-Leone, A., and Thut, G. (2008a). Spontaneous fluctuations in posterior alpha-band EEG activity reflect variability in excitability of human visual areas. Cereb. Cortex 18, 2010-2018.
63. Romei, V., Rihs, T. A., Brodbeck, V., and Thut, G. (2008b). Resting electroencephalogram alpha-power over posterior sites indexes baseline visual cortex excitability. Neuroreport 19, 203-208.
64. Romei, V., Gross, J., and Thut, G. (2010). On the role of prestimulus alpha rhythms over occipito-parietal areas in visual input regulation: correlation or causation? J. Neurosci. 30, 8692-8697.
65. Roth, W. T., Dorato, K. H., and Kopell, B. S. (1984). Intensity and task effects on evoked physiological responses to noise bursts. Psychophysiology 21, 466-481.
66. Sauseng, P., Klimesch, W., Doppelmayr, M., Pecherstorfer, T., Freunberger, R., and Hanslmayr, S. (2005a). EEG alpha synchronization and functional coupling during top-down processing in a working memory task. Hum. Brain Mapp. 26, 148-155.
67. Sauseng, P., Klimesch, W., Stadler, W., Schabus, M., Doppelmayr, M., Hanslmayr, S., Gruber, W. R., and Birbaumer, N. (2005b). A shift of visual spatial attention is selectively associated with human EEG alpha activity. Eur. J. Neurosci. 22, 2917-2926.
68. Smallwood, J., Beach, E., Schooler, J. W., and Handy, T. C. (2008). Going AWOL in the brain: mind wandering reduces cortical analysis of external events. J. Cogn. Neurosci. 20, 458-469.
69. Smallwood, J., Davies, J. B., Heim, D., Finnigan, F., Sudberry, M., O'Connor, R., and Obonsawin, M. (2004). Subjective experience and the attentional lapse: task engagement and disengagement during sustained attention. Conscious. Cogn. 13, 657-690.
70. Smallwood, J., and Schooler, J. W. (2006). The restless mind. Psychol. Bull. 132, 946-958.
71. Smith, K. J., Valentino, D. A., and Arruda, J. E. (2003). Rhythmic oscillations in the performance of a sustained attention task. J. Clin. Exp. Neuropsychol. 25, 561-570.
72. Snyder, A. C., and Foxe, J. J. (2010). Anticipatory attentional suppression of visual features indexed by oscillatory alpha-band power increases: a high-density electrical mapping study. J. Neurosci. 30, 4024-4032.
73. Stanislaw, H., and Todorov, N. (1999). Calculation of signal detection theory measures. Behav. Res. Methods Instrum. Comput. 31, 137-149.
74. Teasdale, J. D., Dritschel, B. H., Taylor, M. J., Proctor, L., Lloyd, C. A., Nimmo-Smith, I., and Baddeley, A. D. (1995). Stimulus-independent thought depends on central executive resources. Mem. Cognit. 23, 551-559.
75. Teasdale, J. D., Proctor, L., Lloyd, C. A., and Baddeley, A. D. (1993). Working memory and stimulus-independent thought: effects of memory load and presentation rate. Eur. J. Cogn. Psychol. 5, 417-433.
76. Thut, G., Nietzel, A., Brandt, S. A., and Pascual-Leone, A. (2006). Alpha-band electroencephalographic activity over occipital cortex indexes visuospatial attention bias and predicts visual target detection. J. Neurosci. 26, 9494-9502.
77. van Dijk, H., Schoffelen, J.-M., Oostenveld, R., and Jensen, O. (2008). Prestimulus oscillatory activity in the alpha band predicts visual discrimination ability. J. Neurosci. 28, 1816-1823.
78. Verplanck, W. S., Collier, G. H., and Cotton, J. W. (1952). Nonindependence of successive responses in measurements of the visual threshold. J. Exp. Psychol. 44, 273-282.
79. Wagenmakers, E.-J., Farrell, S., and Ratcliff, R. (2004). Estimation and interpretation of 1/falpha noise in human cognition. Psychon. Bull. Rev. 11, 579-615.
80. Wertheimer, M. (1953). An investigation of the randomness of threshold measurements. J. Exp. Psychol. 45, 294-303.
81. Worden, M. S., Foxe, J. J., Wang, N., and Simpson, G. V. (2000). Anticipatory biasing of visuospatial attention indexed by retinotopically specific alpha-band electroencephalography increases over occipital cortex. J. Neurosci. 20, RC63.
82. Wyart, V., and Tallon-Baudry, C. (2009). How ongoing fluctuations in human visual cortex predict perceptual awareness: baseline shift versus decision bias. J. Neurosci. 29, 8715-8725.
83. Yamagishi, N., Callan, D. E., Goda, N., Anderson, S. J., Yoshida, Y., and Kawato, M. (2003). Attentional modulation of oscillatory activity in human visual cortex. Neuroimage 20, 98-113.
84. Yeung, N., Botvinick, M. M., and Cohen, J. D. (2004). The neural basis of error detection: conflict monitoring and the error-related negativity. Psychol. Rev. 111, 931-959.