Fuzzy segmentation spatiotemporal patterns of cognitive potential into microstates

Brain Topography

Volumn 12, Issue 1, 1999, Pages 61-67

  Zhou, Shu ^a,b   Wang, Chunmao ^a   Wei, Jinghan ^a   Wu, Shali ^c  

^a INSTITUTE OF PSYCHOLOGY   (China)

^b FIRST MILITARY MEDICAL UNIVERSITY   (China)

^c BEIJING NORMAL UNIVERSITY   (China)

Author keywords

Clustering analysis; Event related potentials (ERP); Fuzzy c mean algorithm; Spatiotemporal pattern; Statistical parametric map (SPM); Stroop test

Indexed keywords

ADULT; ALGORITHM; ARTICLE; BRAIN REGION; CLUSTER ANALYSIS; COGNITION; CONTROLLED STUDY; ELECTROENCEPHALOGRAM; EVENT RELATED POTENTIAL; FEMALE; HUMAN; HUMAN EXPERIMENT; MALE; NORMAL HUMAN; PRIORITY JOURNAL; SPATIAL ORIENTATION; TIME PERCEPTION;

EID: 0032741780     PISSN: 08960267     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1022233724264     Document Type: Article

References (22)

1. Bezdek, J.C. Pattern recognition with fuzzy objective function algorithms. Plenum, New York, 1981.
2. Bodenstein, G. and Praetorius, H.M. Feature extraction from the electroencephalogram by adaptive segmentation. Proceed, of the IEEE, 1977, 65: 642-652.
3. Bodenstein, G., Schneider, W. and Von der Malsburg, C. Computerized EEG pattern classification by adaptive segmentation and probability density function classification. Description of the method. Comp. Biol. Med., 1985, 15: 297-313.
4. Coles, M.G.H., Smid, H.G.O.M., Scheffers, M.K. and Otten, L.J. Mental chronometry and the study of human information processing. In: M.D. Rugg and M.G.H. Coles (Eds), Electrophysiology of Mind: Event-related Potentials and Cognition. Oxford University Press, Oxford, 1995: 86-131.
5. Corbetta, M. Functional anatomy of visual attention in the human brain: Studies with positron emission tomography. In R. Parasuraman (Ed.), The Attentive Brain. MIT Press, Cambridge. 1998: 95-122.
6. Coull, J.T. Neural correlates of attention and arousal: Insights from electrophysiology, functional neuroimaging and psychopharmacology. Progress in Neurobiology. 1998, 55:343-361.
7. Curran, T., Tucker, D.M., Kutas, M. and Posner, M.I. Topography of the N400: brain electrical activity reflecting semantic expectancy. Electroenceph. Clin. Neurophysiol., 1993, 88: 188-209.
8. Damasio, A.R. Time-locked multiregional retroactivation: A systems-level proposal for the neural substrates of recall and recognition. Cognition, 1989, 33: 25-62.
9. Desimone, R. and Duncan, J. Neural mechanisms of selective visual attention. Annu. Rev. Neurosci., 1995, 18: 193-222.
10. Duncan-Johnson, C.C. and Kopell, B.S. The Stroop effect: Brain potentials localize the source of interference. Science, 1981, 214: 938-940.
11. Hjorth, B. Source derivation simplifies topographical EEG interpretation. Amer. J. EEG Technol., 1980, 20: 121-132.
12. Ilan, A.B. and Polich, J. P300 and response time from a manual Stroop task. Electroenceph. Clin. Neurophysiol., 1999, 110: 367-373.
13. Lehmann, D. Principles of spatial analysis. In: A. Gevins and A. Remond (Eds), Handbook of Electroencephalography and Clinical Neurophysiology. Revised Series. Vol. 1. Elsevier, Amsterdam, 1987: 309-354.
14. Lehmann, D. and Skrandies, W. Spatial analysis of evoked potentials in man - A review. Progress in Neurobiology, 1984, 23: 227-250.
15. Lemos, M.S. and Fisch, B.J. The weighted average reference montage. Electroenceph. Clin. Neurophysiol., 1991, 79: 361-370.
16. MacLeod, C.M. Half a century of research on the Stroop effect: An integrative review. Psychological Bulletin. 1991, 109: 163-203.
17. Mesulam, M.M. From sensation to cognition. Brain, 1998, 121: 1013-1052.
18. Pal, N.R. and Bezdek, J.C. On cluster validity for the fuzzy c-means model. IEEE Trans. Fuzzy Syst., 1995, 3: 370-379.
19. Pascual-Marqui, R.D., Michel, C.M. and Lehmann, D. Segmentation of brain electrical activity into microstates: Model estimation and validation. IEEE Trans. Biomed. Engng., 1995, 42: 658-665.
20. Posner, M.I. and Rothbart, M.K. Attention, self regulation and consciousness. Phil. Trans. R. Soc. Lond. B. 1998, 353: 1915-1927.
21. Stroop, J.R. Studies of interference in serial verbal reactions. Journal of Experimental Psychology: General, 1992, 121: 15-23. (Original work published 1935).
22. Zhou, S., Wei, J.H., Luo, Y.F. and Yang, W.J. New methods for three dimensional mapping of brain waves. Brain Topography, 1998, 11: 103-110.