Part of the book series:Lecture Notes in Computer Science ((LNTCS,volume 3746))
Included in the following conference series:
2087Accesses
Abstract
Based on nonlinear dynamic method, mean Kolmogorov entropy (KE) is introduced to analyze and localize the cortical lateralization. The results indicate that: 1) the lateralization determined by Kolmogorov entropy of EEG proposed in this paper is consistent with previous known studies. But this method is more sensitive to cortical lateralization. This method can identify the differences of cortical lateralization between different brain function areas. 2) The dominant hemisphere is not always the same one for some particular task. 3) The cortical lateralization may involve in several different cortical areas synchronously and for different brain areas the lateralizations of the same mental task may be not on the same side. 4) To analyze and localize cortical lateralization, mean Kolmogorov entropy based on spontaneous EEG is a good method.
This is a preview of subscription content,log in via an institution to check access.
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Davidson, R., Hugdahl, K. (eds.): Brain asymmetry. MIT Press, Cambridge (1995)
Hellige, J.: Hemispheric asymmetry. Harvard University Press, Cambridge (1993)
Zaidel, E., Rayman, J.: Interhemispheric control in the normal brain: evidence from redundant bilateral presentation. In: Ultima, C., Moscovith, M. (eds.) Attention and performance XV: conscious and subconscious information processing, pp. 477–504. MIT Press, Boston (1994)
Hellige, J.B.: Hemispheric asymmetry: what’s right and what’s left. Harvard University Press, Cambridge (1993)
Braitenberg, V., Schuz, A.: Anatomy of the cortex. Atatistics and geometry. Springer, Heidelberg (1991)
Adock, J.E., Wise, R.G., Oxbury, J.M., Oxbury, S.M., Matthews, P.M.: Quantitative fMRI assessment of the differences in lateralization of language-related brain activation in patients with temporal lobe epilepsy. Neuroimage 18(2), 423–438 (2003)
Brockway, P., John, P.: fMRI replace the WADA test for language lateralization/localization. Neuroimage 11(5) (Suppl.), S277 (2000)
Bolduc, C., Daoust, A.M., Limoges, E., Braun, C.M.J., Godbout, R.: Hemispheric lateralization of the EEG during wakefulness and REM sleep in young healthy adults. Brain and cognition 53(2), 193–196 (2003)
Babloyantz, A.: Evidence of chaotic dynamics of brain activity during the sleep cycle. Phys Lett (A) 111, 152–156 (1985)
Sarbadhikari, S.N., Charabarty, K.: Chaos in the brain: a short review alluding to epilepsy, depression, exercise and lateralization. Medical Engineering & Physics 23, 445–455 (2001)
Grassberger, P., Procaccia, I.: Measuring the strangeness of strange attractors. Physica 9D, 189–209 (1983)
Kantz, H., Schreiber, T.: Nonlinear Time Series Analysis, pp. 70–75. Cambridge University Press, Cambridge (1997)
Keirn, Z.A., Aunon, J.I.: A new mode of communication between man and his surroundings. IEEE Trans. Biomed. Eng. 37, 1209–1214 (1990)
Benson, D.F.: Aphasia and the lateralization of language. Cortex 12, 71–86 (1986)
Liegeois, F., Connely, A., Salmond, H., Gadian, D.G., Vargha-Khadem, F., Baldeweg, T.: A direct test for lateralization of language activation using fMRI: comparison with invasive assessments in children with epilepsy. NeuroImage 17, 1861–1867 (2002)
Eckmann, J.P., Ruelle, D.: Fundamental limitations for estimating dimensions and Lyapunov exponents in dynamical systems. Physica D 56, 185–187 (1992)
Author information
Authors and Affiliations
Key Laboratory of Biomedical Information Engineering of EducationMinistry Xi’an, Jiaotong University, Xi’an, 710049, China
Lianyi Zhang & Chongxun Zheng
- Lianyi Zhang
You can also search for this author inPubMed Google Scholar
- Chongxun Zheng
You can also search for this author inPubMed Google Scholar
Editor information
Editors and Affiliations
Department of Computer and Communication Engineering, University of Thessaly, Glavani 37, 382 21, Volos, Greece
Panayiotis Bozanis
Department of Computer and Communication Engineering, University of Thessaly, 382 21, Volos, Greece
Elias N. Houstis
Rights and permissions
Copyright information
© 2005 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Zhang, L., Zheng, C. (2005). Cortical Lateralization Analysis by Kolmogorov Entropy of EEG. In: Bozanis, P., Houstis, E.N. (eds) Advances in Informatics. PCI 2005. Lecture Notes in Computer Science, vol 3746. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11573036_76
Download citation
Publisher Name:Springer, Berlin, Heidelberg
Print ISBN:978-3-540-29673-7
Online ISBN:978-3-540-32091-3
eBook Packages:Computer ScienceComputer Science (R0)
Share this paper
Anyone you share the following link with will be able to read this content:
Sorry, a shareable link is not currently available for this article.
Provided by the Springer Nature SharedIt content-sharing initiative