A comprehensive review of convolutional neural networks: foundations, enhancements and applications.

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Title: A comprehensive review of convolutional neural networks: foundations, enhancements and applications.
Authors: Reza, Md. Himel1, himelreza7082@gmail.commailto, Sibly, Md. Noman Biswas1, mdnomanbiswassibly@gmail.com, Rabbani, Shaikh Golam1, shaikhgolamrabbani@gmail.com, Sadi, Shafayetul Huda1, shafayet.sadi@gmail.com, Ahamed, Md. Faysal1, faysal.ahamed@ece.ruet.ac.bd, Shafi, Fariya Bintay1, 1710027@student.ruet.ac.bd, Sarmun, Rusab2, rusab-2016315002@eee.du.ac.bd, Chowdhury, Muhammad E. H.2, mchowdhury@qu.edu.qa
Source: Neural Computing & Applications; Feb2026, Vol. 38 Issue 4, p1-46, 46p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 191691939
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: A comprehensive review of convolutional neural networks: foundations, enhancements and applications.
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      – Type: doi
        Value: 10.1007/s00521-025-11827-w
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      – Code: eng
        Text: English
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              M: 02
              Text: Feb2026
              Type: published
              Y: 2026
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