Diagnosis of hearing deficiency using EEG based AEP signals: CWT and improved-VGG16 pipeline

Diagnosis of hearing deficiency using EEG based AEP signals: CWT and improved-VGG16 pipeline

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Hearing deficiency is the world’s most common sensation of impairment and impedes human communication and learning. Early and precise hearing diagnosis using electroencephalogram (EEG) is referred to as the optimum strategy to deal with this issue. Among a wide range of EEG control signals, the most...

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Bibliographic Details
Main Authors: Md Nahidul Islam, Norizam Sulaiman, Fahmid Al Farid, Jia Uddin, Salem A. Alyami, Mamunur Rashid, Anwar P.P. Abdul Majeed, Mohammad Ali Moni
Format: Article
Language:English
Published: PeerJ Inc. 2021-09-01
Series:PeerJ Computer Science
Subjects:
Electroencephalogram
Deep learning
Auditory Evoked potential
Transfer learning
VGG16
Online Access:https://peerj.com/articles/cs-638.pdf

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https://peerj.com/articles/cs-638.pdf

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