relation: https://khub.utp.edu.my/scholars/17460/
title: EEG Feature Extraction with Fast Fourier Transform for Investigating different Brain regions in Cognitive and Reasoning Activity
creator: Amin, H.U.
creator: Hafeez, Y.
creator: Reza, M.F.
creator: Adil, S.H.
creator: Hasan, R.A.
creator: Ali, S.S.A.
description: In this study, cortical brain activity during a pattern matching task (PMT) was measured by employing electroencephalography (EEG). The EEG data were recorded from 128 scalp locations during a pattern-matching task and in rest conditions (eyes open and eyes closed). Spectral Analysis of EEG frequency bands reflected a significant (p<0.025) difference between baseline and PMT task. The EEG activity in slow waves (delta: 0.5 to 3 Hz and theta: 4 to 7 Hz) was high during PMT in frontal regions, while EEG activity in fast waves (Beta: 14 to 20 Hz and Gamma: 21 to 30 Hz) was reduced in parietal and occipital regions as compared to the frontal region. The changes in EEG medium waves (alpha: 8 to 13 Hz) was high in frontal, central, and temporal regions, while depressed in parietal, parieto-occipital and occipital regions. The results show high cortical activations in different brain regions during solving pattern-matching task as compared to baseline resting conditions. The study has implications for thinking and decision-making situation, such as object recognition, visual comparison, and consumer choice. © 2022 IEEE.
publisher: Institute of Electrical and Electronics Engineers Inc.
date: 2022
type: Conference or Workshop Item
type: PeerReviewed
identifier:   Amin, H.U. and Hafeez, Y. and Reza, M.F. and Adil, S.H. and Hasan, R.A. and Ali, S.S.A.  (2022) EEG Feature Extraction with Fast Fourier Transform for Investigating different Brain regions in Cognitive and Reasoning Activity.  In: UNSPECIFIED.     
relation: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85141569475&doi=10.1109%2fROMA55875.2022.9915664&partnerID=40&md5=caf6414038ee96d334553c0e4a6a810d
relation: 10.1109/ROMA55875.2022.9915664
identifier: 10.1109/ROMA55875.2022.9915664