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

• Main Authors: Islam, Md Nahidul, Norizam, Sulaiman, Al Farid, Fahmid, Uddin, Jia, Alyami, Salem A., Rashid, Mamunur, Abdul Majeed, Anwar P.P., Moni, Mohammad Ali
• Format: Article
• Language: English
• Published: Peerj Inc. 2021
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://umpir.ump.edu.my/id/eprint/32669/1/Diagnosis%20of%20hearing%20deficiency%20using%20EEG%20based%20AEP%20signals.pdf; http://umpir.ump.edu.my/id/eprint/32669/; https://doi.org/10.7717/peerj-cs.638; https://doi.org/10.7717/peerj-cs.638

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...