An evaluation of transfer learning models in EEG-based authentication

An evaluation of transfer learning models in EEG-based authentication

Abstract Electroencephalogram(EEG)-based authentication has received increasing attention from researchers as they believe it could serve as an alternative to more conventional personal authentication methods. Unfortunately, EEG signals are non-stationary and could be easily contaminated by noise an...

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Bibliographic Details
Main Authors: Hui Yen Yap, Yun-Huoy Choo, Zeratul Izzah Mohd Yusoh, Wee How Khoh
Format: Article
Language:English
Published: SpringerOpen 2023-08-01
Series:Brain Informatics
Subjects:
Authentication
Brainwaves
Transfer learning
Deep learning
Electroencephalography
EEG
Online Access:https://doi.org/10.1186/s40708-023-00198-4

Internet

https://doi.org/10.1186/s40708-023-00198-4

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