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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Vydáno v:	Biomedical signal processing and control Ročník 77; s. 103688
Hlavní autoři:	Chen, Feng, Yang, Chunyan, Khishe, Mohammad
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier Ltd 01.08.2022
Témata:	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
On-line přístup:	Získat plný text
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