Reorganization of functional connectivity during the motor task using EEG time-frequency cross mutual information analysis

Clinical Neurophysiology

Volumn 122, Issue 8, 2011, Pages 1569-1579

  Lu, Chia Feng ^a,b   Teng, Shin ^a,b   Hung, Chih I ^a,b   Tseng, Po Jung ^a   Lin, Liang Ta ^a   Lee, Po Lei ^a,b,c   Wu, Yu Te ^a,b  

^a NATIONAL YANG MING UNIVERSITY   (Taiwan)

^b TAIPEI VETERANS GENERAL HOSPITAL   (Taiwan)

^c NATIONAL CENTRAL UNIVERSITY   (Taiwan)

Author keywords

Alpha; Beta; EEG; Motor task; Reorganization; TFCMI

Indexed keywords

ALPHA RHYTHM; ARTICLE; BETA RHYTHM; BRAIN CORTEX; ELECTROENCEPHALOGRAPHY; EXECUTIVE FUNCTION; FEMALE; HUMAN; HUMAN EXPERIMENT; MALE; METHODOLOGY; MOTOR PERFORMANCE; NORMAL HUMAN; PRIORITY JOURNAL; TASK PERFORMANCE; TIME FREQUENCY CROSS MUTUAL INFORMATION METHOD; VISION;

ADULT; ALPHA RHYTHM; ARM; BETA RHYTHM; BRAIN; BRAIN MAPPING; ELECTROENCEPHALOGRAPHY; FEMALE; FUNCTIONAL LATERALITY; HUMANS; MALE; MOVEMENT; NEURAL PATHWAYS; PHOTIC STIMULATION; TIME FACTORS; YOUNG ADULT;

EID: 79960236559     PISSN: 13882457     EISSN: 18728952     Source Type: Journal    
DOI: 10.1016/j.clinph.2011.01.050     Document Type: Article

References (46)

1. Andrew C., Pfurtscheller G. Lack of bilateral coherence of post-movement central beta oscillations in the human electroencephalogram. Neurosci Lett 1999, 273:89-92.
2. Attwell D., Laughlin S.B. An energy budget for signaling in the grey matter of the brain. J Cereb Blood Flow Metab 2001, 21:1133-1145.
3. Bair W., Koch C. Temporal precision of spike trains in extrastriate cortex of the behaving macaque monkey. Neural Comput 1996, 8:1185-1202.
4. Beckmann C.F., DeLuca M., Devlin J.T., Smith S.M. Investigations into resting-state connectivity using independent component analysis. Philos Trans R Soc B-Biol Sci 2005, 360:1001-1013.
5. Benjamini Y., Hochberg Y. Controlling the false discovery rate: a practical and powerful approach to multiple testing. J R Stat Soc Ser B-Stat Methodol 1995, 57:289-300.
6. Buchel C., Coull J.T., Friston K.J. The predictive value of changes in effective connectivity for human learning. Science 1999, 283:1538-1541.
7. Burgess A.P., Ali L. Functional connectivity of gamma EEG activity is modulated at low frequency during conscious recollection. Int J Psychophysiol 2002, 46:91-100.
8. Chen C.C., Hsieh J.C., Wu Y.Z., Lee P.L., Chen S.S., Niddam D.M., et al. Mutual-information-based approach for neural connectivity during self-paced finger lifting task. Hum Brain Mapp 2008, 29:265-280.
9. Franceschini M.A., Boas D.A. Noninvasive measurement of neuronal activity with near-infrared optical imaging. Neuroimage 2004, 21:372-386.
10. Fransson P. Spontaneous low-frequency BOLD signal fluctuations: an fMRI investigation of the resting-state default mode of brain function hypothesis. Hum Brain Mapp 2005, 26:15-29.
11. Fransson P., Skiöld B., Horsch S., Nordell A., Blennow M., Lagercrantz H., et al. Resting-state networks in the infant brain. Proc Natl Acad Sci USA 2007, 104:15531-15536.
12. Fraser A.M., Swinney H.L. Independent coordinates for strange attractors from mutual information. Phys Rev A 1986, 33:1134.
13. Friston K.J. Models of brain function in neuroimaging. Annu Rev Psychol 2005, 56:57-87.
14. Gerloff C., Richard J., Hadley J., Schulman A., Honda M., Hallett M. Functional coupling and regional activation of human cortical motor areas during simple, internally paced and externally paced finger movements. Brain 1998, 121:1513-1531.
15. Greicius M.D., Krasnow B., Reiss A.L., Menon V. Functional connectivity in the resting brain: a network analysis of the default mode hypothesis. Proc Natl Acad Sci USA 2003, 100:253-258.
16. Jeong J., Gore J.C., Peterson B.S. Mutual information analysis of the EEG in patients with Alzheimer's disease. Clin Neurophysiol 2001, 112:827-835.
17. Jiang T., He Y., Zang Y., Weng X. Modulation of functional connectivity during the resting state and the motor task. Hum Brain Mapp 2004, 22:63-71.
18. Johnson-Frey S.H., Newman-Norlund R., Grafton S.T. A distributed left hemisphere network active during planning of everyday tool use skills. Cereb Cortex 2005, 15:681-695.
19. Jokisch D., Jensen O. Modulation of gamma and alpha activity during a working memory task engaging the dorsal or ventral stream. J Neurosci 2007, 27:3244-3251.
20. Jung R.E., Haier R.J. The parieto-frontal integration theory (P-FIT) of intelligence. converging neuroimaging evidence. Behav Brain Sci 2007, 30:135-154.
21. Lee P.-L., Wu Y.-T., Chen L.-F., Chen Y.-S., Cheng C.-M., Yeh T.-C., et al. ICA-based spatiotemporal approach for single-trial analysis of post movement MEG beta synchronization [small star, filled]. Neuroimage 2003, 20:2010-2030.
22. Lennie P. The cost of cortical computation. Curr Biol 2003, 13:493-497.
23. Leocani L., Toro C., Manganotti P., Zhuang P., Hallett M. Event-related coherence and event-related desynchronization/synchronization in the 10 Hz and 20 Hz EEG during self-paced movements. Electroencephalogr Clin Neurophysiol 1997, 104:199-206.
24. Liu Y., Gao J.-H., Liotti M., Pu Y., Fox P.T. Temporal dissociation of parallel processing in the human subcortical outputs. Nature 1999, 400:364-367.
25. Müller K.-R., Krauledat M., Dornhege G., Curio G., Blankertz B. Machine learning techniques for brain-computer interfaces. Biomed Tech 2004, 49:11-22.
26. Müller M.M., Gruber T., Keil A. Modulation of induced gamma band activity in the human EEG by attention and visual information processing. Int J Psychophysiol 2000, 38:283-299.
27. Massimini M., Ferrarelli F., Huber R., Esser S.K., Singh H., Tononi G. Breakdown of cortical effective connectivity during sleep. Science 2005, 309:2228-2232.
28. Micheloyannis S., Pachou E., Stam C.J., Vourkas M., Erimaki S., Tsirka V. Using graph theoretical analysis of multi channel EEG to evaluate the neural efficiency hypothesis. Neurosci Lett 2006, 402:273-277.
29. Naghavi H.R., Nyberg L. Common fronto-parietal activity in attention, memory, and consciousness: shared demands on integration?. Conscious Cogn 2005, 14:390-425.
30. Nunez P.L., Srinivasan R., Westdorp A.F., Wijesinghe R.S., Tucker D.M., Silberstein R.B., et al. EEG coherency: I: statistics, reference electrode, volume conduction, Laplacians, cortical imaging, and interpretation at multiple scales. Electroencephalogr Clin Neurophysiol 1997, 103:499-515.
31. Pfurtscheller G., Lopes da Silva F.H. Event-related EEG/MEG synchronization and desynchronization: basic principles. Clin Neurophysiol 1999, 110:1842-1857.
32. Pfurtscheller G., Neuper C. Event-related synchronization of mu rhythm in the EEG over the cortical hand area in man. Neurosci Lett 1994, 174:93-96.
33. Pfurtscheller G., Stancák A., Neuper C. Post-movement beta synchronization. A correlate of an idling motor area?. Electroencephalogr Clin Neurophysiol 1996, 98:281-293.
34. Pfurtscheller G., Zalaudek K., Neuper C. Event-related beta synchronization after wrist, finger and thumb movement. Electroencephalogr Clin Neurophysiol 1998, 109:154-160.
35. Popivanov D., Dushanova J. Non-linear EEG dynamic changes and their probable relation to voluntary movement organization. Neuroreport 1999, 10:1397-1401.
36. Raichle M.E., Mintun M.A. Brain work and brain imaging. Annu Rev Neurosci 2006, 29:449-476.
37. Rappelsberger P., Pfurtscheller G., Filz O. Calculation of event-related coherence-a new method to study short-lasting coupling between brain areas. Brain Topogr 1994, 7:121-127.
38. Sehatpour P., Molholm S., Schwartz T.H., Mahoney J.R., Mehta A.D., Javitt D.C., et al. A human intracranial study of long-range oscillatory coherence across a frontal-occipital-hippocampal brain network during visual object processing. Proc Natl Acad Sci USA 2008, 105:4399-4404.
39. Serrien D.J., Ivry R.B., Swinnen S.P. Dynamics of hemispheric specialization and integration in the context of motor control. Nat Rev Neurosci 2006, 7:160-166.
40. Shannon C. A mathematical theory of communication. Bell Syst Tech J 1948, 27:379-426.
41. Sheline Y.I., Price J.L., Yan Z., Mintun M.A. Resting-state functional MRI in depression unmasks increased connectivity between networks via the dorsal nexus. Proc Natl Acad Sci USA 2010, 107:11020-11025.
42. Shulman R.G., Rothman D.L., Behar K.L., Hyder F. Energetic basis of brain activity: implications for neuroimaging. Trends Neurosci 2004, 27:489-495.
43. Sklar B., Hanley J., Simmons W.W. An EEG experiment aimed toward identifying dyslexic children. Nature 1972, 240:414-416.
44. Sridharan D., Levitin D.J., Menon V. A critical role for the right fronto-insular cortex in switching between central-executive and default-mode networks. Proc Natl Acad Sci USA 2008, 105:12569-12574.
45. Vialatte F.B., Martin C., Dubois R., Haddad J., Quenet B., Gervais R., et al. A machine learning approach to the analysis of time-frequency maps, and its application to neural dynamics. Neural Netw 2007, 20:194-209.
46. Worden M.S., Foxe J.J., Wang N., Simpson G.V. Anticipatory biasing of visuospatial attention indexed by retinotopically specific alpha -band electroencephalography increases over occipital cortex. J Neurosci 2000, 20:RC63:1-6.