Regional Brain Analysis and Machine Learning Techniques for Classifying Familiar and Unfamiliar Faces Using EEG

Among the processes critical for human social interactions are perception, memorization, and bonding, and the ability to recognize familiar and unfamiliar faces is one of the most essential aspects of the human brain. This is a valuable communication skill, as well as remembering people and interper...

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Bibliographic Details
Published in:	Arabian Journal for Science and Engineering Vol. 50; no. 19; pp. 15551 - 15576
Main Authors:	Bardak, F. Kebire, Temurtaş, Feyzullah
Format:	Journal Article
Language:	English
Published:	Berlin/Heidelberg Springer Berlin Heidelberg 01.10.2025 Springer Nature B.V
Subjects:	Algorithms Brain Brain research Classification Communication skills Data analysis Discrete Wavelet Transform Electrodes Electroencephalography Engineering Face recognition Humanities and Social Sciences Machine learning Memory multidisciplinary Neural networks Occipital lobes Pattern recognition systems Regional analysis Research Article-Computer Engineering and Computer Science Science Support vector machines Wavelet transforms Regional brain analysis Familiar and unfamiliar faces Face recognition Machine learning methods EEG
ISSN:	2193-567X, 1319-8025, 0377-9211, 2191-4281
Online Access:	Get full text
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