Diagnose Parkinson’s disease and cleft lip and palate using deep convolutional neural networks evolved by IP-based chimp optimization algorithm

•The best architecture for DCNNs are found via the ChOA.•A unique coding approach based on Internet Protocol address is developed.•An Enfeebled layer is recommended to cover some chimp vector's dimensions.•The learning processsplits large data sets intosmaller evaluated sections. Speech signals...

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Bibliographic Details

Published in:	Biomedical signal processing and control Vol. 77; p. 103688
Main Authors:	Chen, Feng, Yang, Chunyan, Khishe, Mohammad
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.08.2022
Subjects:	Chimp optimization algorithm Cleft lip and palate Deep convolutional neural networks Parkinson’s disease Pathological speech Deep convolutional neural networks Chimp optimization algorithm Parkinson’s disease Pathological speech Cleft lip and palate
ISSN:	1746-8094, 1746-8108
Online Access:	Get full text
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