@inproceedings{scholars17460,
            year = {2022},
             doi = {10.1109/ROMA55875.2022.9915664},
            note = {cited By 0; Conference of 5th IEEE International Symposium in Robotics and Manufacturing Automation, ROMA 2022 ; Conference Date: 6 August 0202 Through 8 August 0202; Conference Code:183507},
       publisher = {Institute of Electrical and Electronics Engineers Inc.},
         journal = {2022 IEEE 5th International Symposium in Robotics and Manufacturing Automation, ROMA 2022},
           title = {EEG Feature Extraction with Fast Fourier Transform for Investigating different Brain regions in Cognitive and Reasoning Activity},
        abstract = {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{\ensuremath{<}}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. {\^A}{\copyright} 2022 IEEE.},
             url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85141569475&doi=10.1109\%2fROMA55875.2022.9915664&partnerID=40&md5=caf6414038ee96d334553c0e4a6a810d},
        keywords = {Biomedical signal processing; Brain; Decision making; Electroencephalography; Electrophysiology; Extraction; Feature extraction; Object recognition; Pattern matching; Power spectral density, Brain activity; Brain regions; Cognitive task; Condition; Employing electroencephalography signal; Fast fourier transform; Features extraction; Frontal regions; Pattern-matching; Reasoning tasks, Fast Fourier transforms},
            isbn = {9781665459327},
          author = {Amin, H. U. and Hafeez, Y. and Reza, M. F. and Adil, S. H. and Hasan, R. A. and Ali, S. S. A.}
}