A method to study global spatial patterns related to sensory perception in scalp EEG

Journal of Neuroscience Methods

Volumn 191, Issue 1, 2010, Pages 110-118

  Ruiz, Yusely ^a   Pockett, Susan ^b   Freeman, Walter J ^c   Gonzalez, Eduardo ^a   Li, Guang ^d  

^a CENTRAL UNIVERSITY OF LAS VILLAS   (Cuba)

^b UNIVERSITY OF AUCKLAND   (New Zealand)

^c UNIVERSITY OF CALIFORNIA   (United States)

^d STATE KEY LABORATORY OF INDUSTRIAL CONTROL TECHNOLOGY   (China)

Author keywords

Beta patterns; EEG amplitude modulation (AM); EEG phase jump (discontinuity); Global; Hilbert transform; Intermittent; Spatial pattern classification; Synchronization

Indexed keywords

ADULT; AMPLITUDE MODULATION; ARTICLE; AUDITORY STIMULATION; BETA RHYTHM; ELECTROENCEPHALOGRAM; EVOKED RESPONSE; GAMMA RHYTHM; HUMAN; HYPOTHESIS; MALE; NORMAL HUMAN; PERCEPTION; PERCEPTIVE DISCRIMINATION; PRIORITY JOURNAL; RECORDING; SCALP; VISUAL STIMULATION;

ACOUSTIC STIMULATION; ADULT; BIOLOGICAL CLOCKS; BRAIN MAPPING; CEREBRAL CORTEX; COGNITION; CORTICAL SYNCHRONIZATION; DISCRIMINATION LEARNING; ELECTROENCEPHALOGRAPHY; EVOKED POTENTIALS; HUMANS; MALE; PATTERN RECOGNITION, AUTOMATED; PERCEPTION; PHOTIC STIMULATION; SENSATION; SIGNAL PROCESSING, COMPUTER-ASSISTED; SOFTWARE; YOUNG ADULT;

EID: 77955057669     PISSN: 01650270     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jneumeth.2010.05.021     Document Type: Article

References (51)

1. Baars B.J. A cognitive theory of consciousness 1998, University Press, Cambridge, MA.
2. Barlow J.S. The electroencephalogram: its patterns and origins 1993, Cambridge, MA, MIT Press.
3. Barrie J.M., Freeman W.J., Lenhart M.D. Spatiotemporal analysis of prepyriform, visual, auditory, and somesthetic surface EEGs in trained rabbits. Journal of Neurophysiology 1996, 76(1):520-539.
4. Bassett D.S., Meyer-Lindenberg A., Achard S., Duke T., Bullmore E. Adaptive reconfiguration of fractal small-world human brain functional networks. Proceedings of the National Academy of Sciences 2006, 103(51):19518-19523.
5. Bertrand O., Tallon-Baudry C. Oscillatory gamma activity in humans: a possible role for object representation. International Journal of Psychophysiology 2000, 38(3):211-223.
6. Breakspear M., Williams L.M., Stam C.J. A novel method for the topographic analysis of neural activity reveals formation and dissolution of 'dynamic cell assemblies'. Journal of Computational Neuroscience 2004, 16(1):49-68.
7. Bressler S.L., Kelso J.A.S. Cortical coordination dynamics and cognition. Trends in Cognitive Sciences 2001, 5(1):26-36.
8. Dumenko V.N. The functional significance of high-frequency components of brain electrical activity. Complex brain functions. Complex brain functions: conceptual advances in Russian neuroscience 2000, 129-150. Taylor & Francis, Inc., Amsterdam. R. Miller, A.M. Ivanitzky, P.M. Balaban (Eds.).
9. Fingelkurts A., Fingelkurts A. Operational architectonics of the human brain biopotential field: towards solving the mind-brain problem. Brain and Mind 2001, 2(3):261-296.
10. Fingelkurts A.A., Fingelkurts A.A. Making complexity simpler: multivariability and metastability in the brain. International Journal of Neuroscience 2004, 114(7):843-862.
11. Freeman W. Proposed cortical " shutter" mechanism in cinematographic perception. Neurodynamics of Cognition and Consciousness 2007, 11-38.
12. Freeman W. Deep analysis of perception through dynamic structures that emerge in cortical activity from self-regulated noise. Cognitive Neurodynamics 2009, 3(1):105-116.
13. Freeman W.J., Holmes M.D. Metastability, instability, and state transition in neocortex. Neural Networks 2005, 18(5-6):497-504.
14. Freeman W.J. Origin, structure, and role of background EEG activity. Part 2. Analytic phase. Clinical Neurophysiology 2004, 115(9):2089-2107.
15. Freeman W.J. Origin, structure, and role of background EEG activity. Part 3. Neural frame classification. Clinical Neurophysiology 2005, 116(5):1118-1129.
16. Freeman W.J. A cinematographic hypothesis of cortical dynamics in perception. International Journal of Psychophysiology 2006, 60(2):149-161.
17. Freeman W.J., Barrie J.M. Analysis of spatial patterns of phase in neocortical gamma EEGs in rabbit. Journal of Neurophysiology 2000, 84(3):1266-1278.
18. Freeman W.J., Burke B.C. A neurobiological theory of meaning in perception. Part IV. Multicortical patterns of amplitude modulation in gamma EEG. International Journal of Bifurcation and Chaos 2003, 13(10):2857-2866.
19. Freeman W.J., Burke B.C., Holmes M.D. Aperiodic phase re-setting in scalp EEG of beta-gamma oscillations by state transitions at alpha-theta rates. Human Brain Mapping 2003, 19(4):248-272.
20. Freeman W.J., Gaal G., Jorsten R. A neurobiological theory of meaning in perception. Part III. Multiple areas synchronize without loss of local autonomy. International Journal of Bifurcation and Chaos 2003, 13(10):2845-2856.
21. Freeman W.J., Grajski K.A. Relation of olfactory EEG to behavior: factor analysis. Behavioral Neuroscience 1987, 101(6):766-777.
22. Freeman W.J., Holmes M.D., Burke B.C., Vanhatalo S. Spatial spectra of scalp EEG and EMG from awake humans. Clinical Neurophysiology 2003, 114(6):1053-1068.
23. Freeman W.J., Holmes M.D., West G.A., Vanhatalo S. Dynamics of human neocortex that optimizes its stability and flexibility. International Journal of Intelligent Systems 2006, 21(9):881-901.
24. Freeman W.J., Holmes M.D., West G.A., Vanhatalo S. Fine spatiotemporal structure of phase in human intracranial EEG. Clinical Neurophysiology 2006, 117(6):1228-1243.
25. Freeman, WJ, Ramon, C, Holmes, M., 2010. 1-D spatial autocorrelation function of EEG: a sensitive assay of occult EMG and a tool to treat it. Abstract #881. Progr. HBM2010: Barcelona, Spain.
26. Freeman W.J., Rogers L.J. A neurobiological theory of meaning in perception. Part V. Multicortical patterns of phase modulation in gamma EEG. International Journal of Bifurcation and Chaos 2003, 13(10):2867-2887.
27. Freeman W.J., Van Dijk B.W. Spatial patterns of visual cortical fast EEG during conditioned reflex in a rhesus monkey. Brain Research Reviews 1987, 422(2):267-276.
28. Goncharova I.I., McFarland D.J., Vaughan T.M., Wolpaw J.R. EMG contamination of EEG: spectral and topographical characteristics. Clinical Neurophysiology 2003, 114(9):1580-1593.
29. Haig A.R., Gordon E., Wright J.J., Meares R.A., Bahramali H. Synchronous cortical gamma-band activity in task-relevant cognition. Neuroreport 2000, 11(4):669-675.
30. Ingber, L. 1999. " EEG database." December, 2006, from http://kdd.ics.uci.edu/databases/eeg/eeg.html.
31. Kelso S., Tognoli E. Toward a complementary neuroscience: metastable coordination dynamics of the brain. Neurodynamics of Cognition and Consciousness 2007, 39-59.
32. Lachaux J.-P., George N., Tallon-Baudry C., Martinerie J., Hugueville L., Minotti L., et al. The many faces of the gamma band response to complex visual stimuli. NeuroImage 2005, 25(2):491-501.
33. Le Van Quyen M., Foucher J., Lachaux J.-P., Rodriguez E., Lutz A., Martinerie J., et al. Comparison of Hilbert transform and wavelet methods for the analysis of neuronal synchrony. Journal of Neuroscience Methods 2001, 111(2):83-98.
34. Lehmann D., Strik W.K., Henggeler B., Koenig T., Koukkou M. Brain electric microstates and momentary conscious mind states as building blocks of spontaneous thinking. I. Visual imagery and abstract thoughts. International Journal of Psychophysiology 1998, 29:1-11.
35. Luo Q., Mitchell D., Cheng X., Mondillo K., McCaffrey D., Holroyd T., et al. Visual awareness, emotion, and gamma band synchronization. Cerebral Cortex 2009, 19(8):1896-1904.
36. Miltner W.H.R., Braun C., ArnoldMatthias, Witte H., Taub E. Coherence of gamma-band EEG activity as a basis for associative learning. Nature 1999, 397(6718):434-436.
37. Ohl F.W., Schulze H., Scheich H., Freeman W.J. Spatial representation of frequency-modulated tones in gerbil auditory cortex revealed by epidural electrocorticography. Journal of Physiology-Paris 2000, 94(5-6):549-554.
38. Panagiotides H., Freeman W.J., Holmes M., Pantazis D. Behavioral states exhibit distinct spatial EEG patterns. Proceedings of the 62nd Annual Meeting 2008, American Epilepsy Society, Seattle, WA.
39. Pikovsky A., Rosenblum M., Kurths J., Hilborn R.C. Synchronization: a universal concept in nonlinear science. American Journal of Physics 2002, 70(6):655-1655.
40. Pockett S., Bold G.E.J., Freeman W.J. EEG synchrony during a perceptual-cognitive task: Widespread phase synchrony at all frequencies. Clinical Neurophysiology 2009, 120(4):695-708.
41. Poolman P., Frank R.M., Luu P., Pederson S.M., Tucker D.M. A single-trial analytic framework for EEG analysis and its application to target detection and classification. NeuroImage 2008, 42(2):787-798.
42. Pribram K.H. Languages of the brain; experimental paradoxes and principles in neuropsychology 1971, Prentice-Hall.
43. Rice S.O. Mathematical analysis of random noise. Bell Systems Technology Journal 1944, 23:282-332. 23: 282-332.
44. Rodriguez E., George N., Lachaux J.-P., Martinerie J., Renault B., Varela F.J. Perception's shadow: long-distance synchronization of human brain activity. Nature 1999, 397(6718):430-433.
45. Ruiz Y., Li G., Freeman W.J., González E. Detecting stable phase structures in EEG signals to classify brain activity amplitude patterns. Journal of Zhejiang University Science-A 2009, 10(10):1483-1491.
46. Ruiz Y., Li G., Gonzalez E., Freeman W. A new approach to detect stable phase structure in high-density EEG signals. Advances in Cognitive Neurodynamics, Proceedings 2008, 741-745.
47. Ruiz Y., Pockett S., Freeman W.J., Gonzalez E., Li G. Phase resetting on scalp EEG, study on its synchrony and distribution. Proceedings of the 2nd international conference in cognitive neurodynamics 2009, Springer.
48. Stam C.J., Breakspear M., van Cappellen van Walsum A.-M., van Dijk B.W. Nonlinear synchronization in EEG and whole-head MEG recordings of healthy subjects. Human Brain Mapping 2003, 19(2):63-78.
49. Tallon-Baudry C., Bertrand O., Peronnet F., Pernier J. Induced gamma-band activity during the delay of a visual short-term memory task in humans. Journal of Neuroscience Methods 1998, 18(11):4244-4254.
50. Whitham E.M., Pope K.J., Fitzgibbon S.P., Lewis T., Clark C.R., Loveless S., et al. Scalp electrical recording during paralysis: quantitative evidence that EEG frequencies above 20Hz are contaminated by EMG. Clinical Neurophysiology 2007, 118(8):1877-1888.
51. Wyart V., Tallon-Baudry C. Neural dissociation between visual awareness and spatial attention. Journal of Neuroscience Methods 2008, 28(10):2667-2679.