Abstract
Using two inductive reasoning tasks with high and low levels of complexity, this electroencephalogram (EEG) study examined the relationship between gamma-band response (GBR) of human brain and neural efficiency in math-gifted and average-level adolescents. The event-related synchronization/ desynchronization (ERS/ERD) maps of math-gifted subjects and averagelevel subjects were analyzed in the first place. Furthermore, by means of feature selection based on a sequential forward floating search (SFFS) algorithm, this study investigated the important EEG scalp locations for discriminating cortical areas between groups of subjects and between task conditions. The experimental results show that math-gifted adolescents can more efficiently recruit frontoparietal cortices while performing both levels of inductive reasoning tasks. Right frontal and bilateral parietal cortices are suggested to be highly involved in neural efficiency related to mathematical giftedness.
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Neubauer, A.C., Fink, A.: Intelligence and Neural Efficiency. Neurosci. Biobehav. Rev. 33, 1004–1023 (2009)
Grabner, R.H., Neubauer, A.C., Stern, E.: Superior Performance and Neural efficiency: The Impact of Intelligence and Expertise. Brain Res. Bull. 69, 422–439 (2006)
Grabner, R.H., Stern, E., Neubauer, A.C.: When Intelligence Loses Its Impact: Neural Efficiency during Reasoning in a Familiar Area. Int. J. Psychophysiol. 49, 89–98 (2003)
Jaušovec, N., Jaušovec, K.: Differences in Induced Brain Activity during the Performance of Learning and Working-memory Tasks Related to Intelligence. Brain Cogn. 54, 65–74 (2004)
Wartenburger, I., Heekeren, H.R., Preusse, F.: Cerebral Correlates of Analogical Processing and Their Modulation by Training. Neuroimage 48, 291–302 (2009)
Prescott, J., Gavrilescu, M., Cunnington, R.: Enhanced Brain Connectivity in Math-gifted Adolescents: an fMRI Study Using Mental Rotation. Cogn. Neurosci. 1, 277–288 (2010)
Hoppe, C., Fliessbach, K., Stausberg, S.: A Key Role for Experimental Task Performance: Effects of Math Talent, Gender and Performance on the Neural Correlates of Mental Rotation. Brain Cogn. 78, 14–27 (2012)
Fitzgibbon, S.P., Pope, K.J., Mackenzie, L.: Cognitive Tasks Augment Gamma EEG Power. Clin. Neurophysiol. 115, 1802–1809 (2004)
Lachaux, J.P., Fonlupt, P., Kahane, P.: Relationship between Task-related Gamma Oscillations and BOLD Signal: New Insights from Combined fMRI and Intracranial EEG. Hum. Brain Mapp. 28, 1368–1375 (2007)
Lisman, J.: Working Memory: the Importance of Theta and Gamma Oscillations. Curr. Biol. 20, R490–R492 (2010)
Simos, P.G., Papanikolaou, E., Sakkalis, E.: Modulation of Gamma-band Spectral Power by Cognitive Task Complexity. Brain Topogr. 14, 191–196 (2002)
Lu, S.F., Liang, P.P., Yang, Y.H.: Recruitment of the Pre-motor Area in Human Inductive Reasoning: an fMRI Study. Cogn. Syst. Res. 11, 74–80 (2010)
Jia, X., Liang, P., Lu, J.: Common and Dissociable Neural Correlates Associated with Component Processes of Inductive Reasoning. Neuroimage 56, 2292–2299 (2011)
Dyson, M., Sepulveda, F., Gan, J.Q.: Localisation of Cognitive Tasks Used in EEG-based BCIs. Clin. Neurophysiol. 121, 1481–1493 (2010)
Desco, M., Navas-Sanchez, F.J., Sanchez-Gonzalez, J.: Mathematically Gifted Adolescents Use More Extensive and More Bilateral Areas of the Fronto-parietal Network than Controls during Executive Functioning and Fluid Reasoning Tasks. Neuroimage 57, 281–292 (2011)
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Zhang, L., Wang, H., Gan, J.Q. (2013). EEG-Based Cortical Localization of Neural Efficiency Related to Mathematical Giftedness. In: Lee, M., Hirose, A., Hou, ZG., Kil, R.M. (eds) Neural Information Processing. ICONIP 2013. Lecture Notes in Computer Science, vol 8226. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-42054-2_4
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DOI: https://doi.org/10.1007/978-3-642-42054-2_4
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