Estimation of the cortical connectivity patterns during the intention of limb movements

IEEE Engineering in Medicine and Biology Magazine

Volumn 25, Issue 4, 2006, Pages 32-38

  Astolfi, Laura ^a,b,c,d   Cincotti, Febo ^c   Mattia, Donatella ^c   Fallani, Fabrizio De Vico ^e   Salinari, Serenella ^b   Ursino, Mauro ^j   Zavaglia, Melissa ^a   Marciani, Maria Grazia ^f,g   Babiloni, Fabio ^b,h,i  

^a UNIVERSITY OF BOLOGNA   (Italy)

^b SAPIENZA UNIVERSITY OF ROME   (Italy)

^c IRCCS FONDAZIONE SANTA LUCIA   (Italy)

^d International Society for the Bioelectromagnetism (ISBEM)   (Italy)

^e SLucia Foundation   (Italy)

^f UNIVERSITY OF ROME TOR VERGATA   (Italy)

^g Medical School   (Brazil)

^h International Society of Bioelectromagnetism   (Italy)

ⁱ Italian Society of Clinical Neurophysiology   (Italy)

^j Italian Society of Physiology ^*

more..

Author keywords

[No Author keywords available]

Indexed keywords

CORTICAL CONNECTIVITY PATTERNS; CORTICAL SIGNALS; DIRECTED TRANSFER FUNCTION (DTF); NEUROSCIENCE;

BRAIN; ELECTROENCEPHALOGRAPHY; IMAGE PROCESSING; NEUROLOGY; PATIENT MONITORING; TRANSFER FUNCTIONS;

BIOMEDICAL ENGINEERING;

ARTICLE; BRAIN CORTEX; CONTROLLED STUDY; ELECTROENCEPHALOGRAM; HUMAN; HUMAN EXPERIMENT; LIMB MOVEMENT; RECORDING; SIGNAL NOISE RATIO; SPINAL CORD INJURY;

ACTION POTENTIALS; BRAIN MAPPING; CEREBRAL CORTEX; COMPUTER SIMULATION; ELECTROENCEPHALOGRAPHY; EVOKED POTENTIALS, MOTOR; EXTREMITIES; HUMANS; IMAGINATION; MODELS, NEUROLOGICAL; MOVEMENT; NERVE NET; NEURAL PATHWAYS; PATTERN RECOGNITION, AUTOMATED; SPINAL CORD INJURIES;

EID: 33746786489     PISSN: 07395175     EISSN: None     Source Type: Journal    
DOI: 10.1109/MEMB.2006.1657785     Document Type: Article

References (36)

1. B. Horwitz, "The elusive concept of brain connectivity," NeuroImage, vol. 19, pp. 466-470, 2003.
2. L. Lee, L.M. Harrison, and A. Mechelli, "The functional brain connectivity workshop: Report and commentary," NeuroImage, vol. 19, pp. 457-465, 2003.
3. O. David, D. Cosmelli, and K.J. Friston, "Evaluation of different measures of functional connectivity using a neural mass model," NeuroImage, vol. 21, pp. 659-673, 2004.
4. C. Buchel and K.J. Friston, "Modulation of connectivity in visual pathways by attention: Cortical interactions evaluated with structural equation modelling and fMRI," Cereb. Cortex., vol. 7, no. 8, pp. 768-778, 1997.
5. A. Gevins, "Dynamic functional topography of cognitive task," Brain Topogr., vol. 2, pp. 37-56, 1989.
6. A. Urbano, C. Babiloni, P. Onorati, and F. Babiloni, "Dynamic functional coupling of high resolution EEG potentials related to unilateral internally triggered one-digit movements," Electroencephalogr. Clin. Neurophysiol., vol. 106, no. 6, pp. 477-487, 1998.
7. P. Brovelli, J. Battaglini, J. Naranjo, and R. Budai, "Medium-range oscillatory network and the 20-hz sensorimotor induced potential," NeuroImage, vol. 16, no. 1, pp. 130-141, 2002.
8. M. Taniguchi, A. Kato, N. Fujita, M. Hirata, H. Tanaka, T.K.H. Ninomiya, N. Hirabuki, H. Nakamura, S. Robinson, D. Cheyne, and T. Yoshimine, "Movement-related desynchronization of the cerebral cortex studied with spatially filtered magnetoencephalography," NeuroImage, vol. 12, no. 3, pp. 298-306, 2000.
9. P.L. Nunez, Neocortical Dynamics and Human EEG Rhythms. New York: Oxford Univ. Press, 1995.
10. G.C. Carter, "Coherence and time delay estimation," Proc. IEEE, vol. 75, pp. 236-255, 1987.
11. T. Inouye, A. Iyama, K. Shinosaki, S. Toi, and Y. Matsumoto, "Inter-site EEG relationships before widespread epileptiform discharges," Int. J. Neurosci., vol. 82, pp. 143-153, 1995.
12. K. Sekihara and B. Scholz, "Generalized Wiener estimation of three-dimensional current distribution from biomagnetic measurements," IEEE Trans. Biomed. Eng., vol. 43, no. 3, pp. 281-291, 1996.
13. Schlosser, R.T. Gesierich, B. Kaufmann, G. Vucurevic, S. Hunsche, J. Gawehn, and P. Stoeter, "Altered effective connectivity during working memory performance in schizophrenia: A study with fMRI and structural equation modeling," NeuroImage, vol. 19, no. 3, pp. 751-763, 2003.
14. D. Regan, Human Brain Electrophysiology. Evoked Potentials and Evoked Magnetic Fields in Science and Medicine. New York: Elsevier, 1989.
15. P. Nunez, Electric Fields of the Brain. New York: Oxford Univ. Press, 1981.
16. R.Q. Quiroga, A. Kraskov, T. Kreuz, and P. Grassberger, "Performance of different synchronization measures in real data: A case study on electroencephalographic signals," Phys. Rev., vol. E 65, p. 041903, 2002.
17. G. Pfurtscheller and F.H. Lopes da Silva, "Event-related EEG/MEG synchronization and desynchronization: Basic principles," Clin. Neurophysiol., vol. 110, no. 11, pp. 1842-1857, Nov. 1999.
18. S.L. Bressler, "Large-scale cortical networks and cognition," Brain Res. Brain Res. Rev., vol. 20, no. 3, pp. 288-304, 1995.
19. J. Gross, L. Timmermann, J. Kujala, R. Salmelin, and A. Schnitzler, "Properties of MEG tomographic maps obtained with spatial filtering," NeuroImage, vol. 19, no. 4, pp. 1329-1336, Aug. 2003.
20. J. Gross, J. Kujala, M. Hämäläinen, L. Timmermann, A. Schnitzler, and R. Salmelin, "Dynamic imaging of coherent sources: Studying neural interactions in the human brain," Proc. Nat. Acad. Sci. U.S.A., vol 98, no. 2, pp. 694-699, 2001.
21. Y. Saito and H. Harashima, "Tracking of information within multichannel EEG record," in Recent Advances in EEG and EMG Data Processing, N. Yamaguchi and K. Fujisawa, Eds. Amsterdam, The Netherlands: Elsevier, 1981, pp. 133-146.
22. M. Kaminski, M. Ding, W.A. Truccolo, and S. Bressler, "Evaluating causal relations in neural systems: Granger causality, directed transfer function and statistical assessment of significance," Biol. Cybern., vol. 85, pp. 145-157, 2001.
23. M. Kaminski and K. Blinowska, "A new method of the description of the information flow in the brain structures," Biol. Cybern., vol. 65, pp. 203-210, 1991.
24. M. Ding, S.L. Bressler, W. Yang, and H. Liang, "Short-window spectral analysis of cortical event related potentials by adaptive multivariate autoregressive modeling: Data preprocessing, model validation and variability assessment," Biol. Cybern., vol. 83, pp. 35-45, 2000.
25. L.A. Baccalà and K. Sameshima, "Partial directed coherence: A new concept in neural structure determination," Biol. Cybern., vol. 84, pp. 463-474, 2001.
26. R. Grave de Peralta Menendez and S.L. Gonzalez Andino, "Distributed source models: Standard solutions and new developments," in Analysis of Neurophysiological Brain Functioning, C. Uhl, Ed. New York: Springer-Verlag, 1999, pp. 176-201.
27. M. Hämäläinen and R. Ilmoniemi, "Interpreting measured magnetic field of the brain: Estimates of the current distributions," Helsinki Univ. Tech., Tech. Rep. TKK-F-A559, 1984.
28. R.D. Pascual-Marqui, "Reply to comments by Hamalainen, Ilmoniemi and Nunez," ISBET Newsletter, no. 6, pp. 16-28, Dec. 1995.
29. A. Dale, A. Liu, B. Fischl, R. Buckner, J.W. Belliveau, J. Lewine, and E. Halgren, "Dynamic statistical parametric mapping: Combining fMRI and MEG for high-resolution imaging of cortical activity," Neuron, vol. 26, pp. 55-67, 2000.
30. A.M. Dale and M. Sereno, "Improved localization of cortical activity by combining EEG anf MEG with MRI cortical surface reconstruction: A linear approach," J. Cognitive Neurosci., vol. 5, pp. 162-176, 1993.
31. F. Babiloni, C. Babiloni, F. Carducci, G.L. Romani, P.M. Rossini, L.M. Angelone, and F. Cincotti, "Multimodal integration of high-resolution EEG and functional magnetic resonance imaging data: A simulation study," NeuroImage, vol. 19, no. 1, pp. 1-15, May 2003.
32. F. Babiloni, C. Babiloni, L. Locche, F. Cincotti, P.M. Rossini, and F. Carducci, "High-resolution electroencephalogram: Source estimates of Laplacian-transformed somatosensory-evoked potentials using a realistic subject head model constructed from magnetic resonance images," Med. Biol. Eng. Comput., vol. 38, no. 5, pp. 512-519, Sept. 2000.
33. A.M. Dale and E. Halgren, "Spatiotemporal mapping of brain activity by integration of multiple imaging modalities," Curr. Opin. Neurobiol., vol. 11, no. 2, pp. 202-208, Apr. 2001.
34. A. Gevins, P. Brickett, B. Reutter, and J. Desmond, "Seeing through the skull: Advanced EEGs use MRIs to accurately measure cortical activity from the scalp," Brain Topogr., vol. 4, pp. 125-131, 1991.
35. S. Shoam, E. Halgren, E. Maynard, and R. Normann, Nature, vol. 413, p. 793, 2000.
36. F. Wendling, F. Bartolomei, J.J. Bellanger, and P. Chauvel, "Epilepsy fast activity can be explained by a model of impaired GABAergic dendritic inhibition," Eur. J. Neurosci., vol. 15, no. 9, pp. 1499-1508, May 2002.