Time series analysis of magnetoencephalographic data during copying

Experimental Brain Research

Volumn 164, Issue 4, 2005, Pages 411-422

  Leuthold, Arthur C ^a,b   Langheim, Frederick J P ^a,b,c   Lewis, Scott M ^a,b   Georgopoulos, Apostolos P ^a,b,c  

^a VETERANS AFFAIRS MEDICAL CENTER   (United States)

^b UNIVERSITY OF MINNESOTA MEDICAL SCHOOL   (United States)

^c UNIVERSITY OF MINNESOTA   (United States)

Author keywords

ARIMA; Copying; Magnetoencephalography; MEG; Time series

Indexed keywords

ADULT; ANALYTIC METHOD; ARTICLE; ARTIFACT; BODY MOVEMENT; COLOR; CONTROLLED STUDY; CORRELATION ANALYSIS; EYE FIXATION; EYELID REFLEX; FEEDBACK SYSTEM; FEMALE; HUMAN; HUMAN EXPERIMENT; INSTRUMENTATION; MAGNETOENCEPHALOGRAPHY; MALE; MENTAL TASK; NORMAL HUMAN; PREVALENCE; PRIORITY JOURNAL; RETINA IMAGE; SENSOR; STATISTICAL MODEL; TASK PERFORMANCE; THEORETICAL MODEL; TIME SERIES ANALYSIS; VARIANCE; VISUAL STIMULATION; VISUOMOTOR COORDINATION;

ADULT; ARTIFACTS; CEREBRAL CORTEX; EVOKED POTENTIALS; FEMALE; FIXATION, OCULAR; HAND; HUMANS; MAGNETOENCEPHALOGRAPHY; MALE; MODELS, NEUROLOGICAL; MOVEMENT; NEUROPSYCHOLOGICAL TESTS; PHOTIC STIMULATION; PSYCHOMOTOR PERFORMANCE; TIME FACTORS;

EID: 23044510449     PISSN: 00144819     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00221-005-2259-0     Document Type: Article

References (39)

1. Alary F, Simoes C, Jousmaki V, Forss N, Hari R (2002) Cortical activation associated with passive movements of the human index finger: an MEG study. Neuroimage 15:691-696
2. Andrew C, Pfurtscheller G (1996) Event-related coherence as a tool for studying dynamic interaction of brain regions. Electroencephalogr Clin Neurophysiol 98:144-148
3. Box GEP, Jenkins GW (1970) Time series analysis: forecasting and control. Holden Day, San Francisco, CA
4. Bressler SL (1995) Large-scale cortical networks and cognition. Brain Res Rev 20:288-304
5. Curio G, Mackert BM, Burghoff M, Neumann J, Nolte G, Scherg M, Marx P (1997) Somatotopic source arrangement of 600 Hz oscillatory magnetic fields at the human primary somatosensory hand cortex. Neurosci Lett 234:131-134
6. De Araujo DB, Baffa O, Wakai RT (2002) Theta oscillations and human navigation: a magnetoencephalography study. J Cogn Neurosci 14:70-78
7. Ding M, Bressler SL, Yang W, Liang H (2000) Short-window spectral analysis of cortical event-related potentials by adaptive multivariate autoregressive modeling: data preprocessing, model validation, and variability assessment. Biol Cybern 83:35-45
8. Fries P, Schroeder J-H, Roefsema PR, Singer W, Engel AK (2002) Oscillatory neuronal synchronization in primary visual cortex as a correlate of stimulus selection. J Neurosci 22:3739-3754
9. Gevins AS, Schaffer RE, Doyle JC, Cutillo BA, Tannehill RS, Bressler SL (1981) Shadows of thought: shifting lateralization of human brain electrical patterns during brief visuomotor task. Science 213:918-922
10. Gobbele R, Buchner H, Scherg M, Curio G (1999) Stability of high-frequency (600 Hz) components in human somatosensory evoked potentials under variation of stimulus rate-evidence for a thalamic origin. Clin Neurophysiol 110:1659-1663
11. Gross J, Kujala J, Hamalainen M, Timmermann L, Schnitzler A, Salmelin R (2001) Dynamic imaging of coherent sources: studying neural interactions in the human brain. Proc Natl Acad Sci USA 98:694-699
12. Hämäläinen M, Hari R, Ilmoniemi R, Knuutila J, Lounasmaa O (1993) Magnetoencephalography - theory, instrumentation and applications to noninvasive studies of the working human brain. Rev Mod Phys 65:413-497
13. Herculano-Houzel S, Munk MHJ, Neuenschwander S, Singer W (1999) Precisely synchronized oscillatory firing patterns require electroencephalographic activation. J Neurosci 19:3992-4010
14. Hillebrand A, Barnes GR (2002) A quantitive assessment of the sensitivity of whole-head MEG to activity in the adult human cortex. Neuroimage 16:638-650
15. Ioannides AA, Corsi-Cabrera M, Fenwick PB, del Rio Portilla Y, Laskaris NA, Khurshudyan A, Theofilou D, Shibata T, Uchida S, Nakabayashi T, Kostopoulos GK (2004) MEG tomography of human cortex and brainstem activity in waking and REM sleep saccades. Cereb Cortex 14:56-72
16. Jenkins GM, Watts DG (1968) Spectral analysis and its applications. Holden-Day, Oakland, CA
17. Jensen O, Tesche CD (2002) Frontal theta activity in humans increases with memory load in a working memory task. Eur J Neurosci 15:1395-1399
18. Kahana MJ, Sekuler R, Caplan JB, Kirschen M, Madsen JR (1999) Human theta oscillations exhibit task dependence during virtual maze navigation. Nature 3999:781-784
19. Klimesch W (1999) EEG alpha and theta oscillations reflect cognitive and memory performance: a review and analysis. Brain Res Rev 29:169-195
20. Leuthold AC (2003) Subtraction of heart artifact from MEG data: the matched filter revisited. Soc Neurosci Abstr 863.15
21. Lewis SM, Jerde TA, Tzagarakis C, Georgopoulos MA, Tsekos N, Amirikian B, Kim SG, Ugurbil K, Georgopoulos AP (2003) Cerebellar activation during copying geometrical shapes. J Neurophysiol 90:3874-3887
22. Llinas RR (1988) The intrinsic electrophysiological properties of mammalian neurons: insights into central nervous system function. Science 242:1654-1664
23. Lounasmaa OV, Hamalainen M, Hari R, Salmelin R (1996) Information processing in the human brain: magnetoencephalographic approach. Proc Natl Acad Sci USA 20:8809-8815
24. Miltner WH, Braun C, Arnold M, Witte H, Taub E (1999) Coherence of gamma-band EEG activity as a basis for associative learning. Nature 397:434-436
25. Mitra PP, Pesaran B (1999) Analysis of dynamic brain imaging data. Biophys J 76:691-708
26. Nikouline VV, Linkenkaer-Hansen K, Wikstrom H, Kesaniemi A, Antonova EV, Ilmoniemi RJ, Huttunen J (2000) Dynamics of mu-rhythm suppression caused by median nerve stimulation: a magnetoencephalographic study in human subjects. Neurosci Lett 294:163-166
27. Oldfield RC (1971) The assessment and analysis of handedness: the Edinburgh inventory. Neuropsychologia 9:97-113
28. Pfurtscheller G, Lopes da Silva FH (1999) Event-related EEG/ MEG synchronization and desynchronization: basic principles. Clin Neurophysiol 110:1842-1857
29. Pfurtscheller G, Neuper C, Pichler-Zalaudek K, Edlinger G, Lopes da Silva FH (2000) Do brain oscillations of different frequencies indicate interaction between cortical areas in humans? Neurosci Lett 286:66-68
30. Priestley MB (1981) Spectral analysis and time series. Academic, San Diego, CA
31. Rodriguez E, George N, Lachaux JP, Martinerie J, Renault B, Varela FJ (1999) Perception's shadow: long-distance synchronization of human brain activity. Nature 397:430-433
32. Sakuma K, Sekihara K, Hashimoto I (1999) Neural source estimation from a time-frequency component of somatic evoked high-frequency magnetic oscillations to posterior tibial nerve stimulation. Clin Neurophysiol 110:1585-1588
33. Steriade M, Llinas RR (1988) The functional states of the thalamus and the associated neuronal interplay. Physiol Rev 68:649-742
34. Steriade M, Gloor P, Llinas RR, Lopes da Silva FH, Mesulam MM (1990) Report of IFCN committee on basic mechanisms. Basic mechanisms of cerebral rhythmic activities. Electroencephalogr Clin Neurophysiol 76:481-508
35. Streit M, Ioannides AA, Liu L, Wolwer W, Dammers J, Gross J, Gaebel W, Muller-Gartner HW (1999) Neurophysiological correlates of the recognition of facial expressions of emotion as revealed by magnetoencephalography. Cogn Brain Res 7:481-491
36. Tass P, Rosenblum MG, Weule J, Kurths J, Pikovsky A, Volkmann J, Schnitzler A, Freund HJ (1998) Detection of n:m phase locking from noisy data: application to magnetoencephalography. Phys Rev Lett 81:3291-3294
37. Varela F, Lachaux JP, Rodriguez E, Martinerie J (2001) The brainweb: phase synchronization and large-scale integration. Nat Rev Neurosci 2:229-239
38. Williamson SJ, Kaufman L (1981) Biomagnetism. J Magn Magn Mater 22:129-202
39. Yamagishi N, Callan DE, Goda N, Anderson SJ, Yoshida Y, Kawato M (2003) Attentional modulation of oscillatory activity in human visual cortex. Neuroimage 20:98-113