Brain behavior during reasoning and problem solving task: An EEG study

The capacity of relational reasoning is to find relationships, comprehend implications, analyze novel problems and draw conclusions. This study has investigated brain behavior and dynamic neural activity during Raven's Advance Progressive Matrices (RAPM), which requires strong cognitive reasoning to select a solution, by using an electroencephalogram (EEG). The EEGs were recorded all over the scalps of eight healthy volunteers using the 128-channel Hydro-Cel Geodesic (EGI Inc.) system. Brain activation was dominant during the reasoning and problem solving process in the pre-frontal lobe and parietal lobe as compared to the baseline conditions in all of the subjects, consistently. The theta band (3.5-7.5Hz) was significantly (p<;0.025) higher during the reasoning process at the frontal lobe as compared to eye-closed and eye-open conditions. Results showed high frontal theta activity in problem solving, which requires substantial reasoning and thinking skills.

[1]  Wolfgang Klimesch,et al.  EEG alpha power and intelligence , 2002 .

[2]  N. Badruddin,et al.  EEG mean power and complexity analysis during complex mental task , 2013, 2013 ICME International Conference on Complex Medical Engineering.

[3]  Arnaud Delorme,et al.  EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis , 2004, Journal of Neuroscience Methods.

[4]  Ssanghee Seo,et al.  EEG Analysis of Frontal Lobe Activities by Decision Stimuli , 2008, 2008 Second International Conference on Future Generation Communication and Networking.

[5]  Aamir S Malik,et al.  Human memory retention and recall processes. A review of EEG and fMRI studies. , 2013, Neurosciences.

[6]  Edward M. Bowden,et al.  Neural Activity When People Solve Verbal Problems with Insight , 2004, PLoS biology.

[7]  P. Boeck,et al.  Generation speed in Raven's progressive matrices test , 1999 .

[8]  Aamir Saeed Malik,et al.  "Predicting the epileptic seizure with beta rhythm of brain: A real-time approach , 2012 .

[9]  A. Neubauer,et al.  EEG alpha oscillations during the performance of verbal creativity tasks: differential effects of sex and verbal intelligence. , 2006, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[10]  Likun Xia,et al.  Association of mental stress with video games , 2012, 2012 4th International Conference on Intelligent and Advanced Systems (ICIAS2012).

[11]  Xiangyu Wang,et al.  An empirical study on the relations between EEG alpha-beta entropy & EQ- IQ test scores , 2012, Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics.

[12]  Aamir Saeed Malik,et al.  Dynamics of Scalp Potential and Autonomic Nerve Activity during Intelligence Test , 2013, ICONIP.

[13]  W. Klimesch,et al.  Intelligence related differences in EEG-bandpower , 2005, Neuroscience Letters.

[14]  J. Raven The Raven's Progressive Matrices: Change and Stability over Culture and Time , 2000, Cognitive Psychology.

[15]  J. Donoghue,et al.  Frontal and parietal lobe activation during transitive inference in humans. , 2002, Cerebral cortex.

[16]  Chris Eliasmith,et al.  A spiking neural model applied to the study of human performance and cognitive decline on Raven's Advanced , 2014 .

[17]  N. Jausovec,et al.  Intelligence related differences in induced brain activity during the performance of memory tasks , 2004 .

[18]  S. Aris,et al.  The relationship of alpha waves and theta waves in EEG during relaxation and IQ test , 2010, 2010 2nd International Congress on Engineering Education.

[19]  L. Green,et al.  Prefrontal brain activity predicts temporally extended decision-making behavior. , 2005, Journal of the experimental analysis of behavior.

[20]  T. Robbins,et al.  Decision-making processes following damage to the prefrontal cortex. , 2002, Brain : a journal of neurology.