Deep Learning Techniques for Pattern Recognition in EEG Audio Signal-Processing-Based Eye-Closed and Eye-Open Cases

Deep Learning Techniques for Pattern Recognition in EEG Audio Signal-Processing-Based Eye-Closed and Eye-Open Cases

Recently, pattern recognition in audio signal processing using electroencephalography (EEG) has attracted significant attention. Changes in eye cases (open or closed) are reflected in distinct patterns in EEG data, gathered across a range of cases and actions. Therefore, the accuracy of extracting o...

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Bibliographic Details
Main Authors: Firas Husham Almukhtar, Asmaa Abbas Ajwad, Amna Shibib Kamil, Refed Adnan Jaleel, Raya Adil Kamil, Sarah Jalal Mosa
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Electronics
Subjects:
signal processing
information retrieval
deep learning vector quantization
feedforward artificial neural network
electroencephalography
classification
Online Access:https://www.mdpi.com/2079-9292/11/23/4029

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https://www.mdpi.com/2079-9292/11/23/4029

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