EEG-Based User Identification using Machine Learning and Deep Learning Approaches

EEG-Based User Identification using Machine Learning and Deep Learning Approaches

In recent years, Electroencephalogram (EEG) based user authentication systems have gained significant interest as an innovative approach for identity verification. EEGs are considered to be a novel biometric attribute due to the individuality of each person’s cerebral activity patterns. This work ex...

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Bibliographic Details
Main Authors: Sushma S., Venkat S., Mohanavelu K., Fredo Jac A. R., Bobby T. Christy
Format: Article
Language:English
Published: De Gruyter 2024-12-01
Series:Current Directions in Biomedical Engineering
Subjects:
electroencephalogram
machine learning
deep learning
user-identification
Online Access:https://doi.org/10.1515/cdbme-2024-2157
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