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Advances in deep learning.. Volume 2

Wani, M. Arif.

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Advances in deep learning.. Volume 2

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Advances in deep learning./ by M. Arif Wani ... [et al.].
其他作者:	Wani, M. Arif.
出版者:	Singapore :Springer Nature Singapore : : 2025.,
面頁冊數:	xvi, 186 p. :ill. (chiefly color), digital ;24 cm.
內容註:	Introduction to Deep Learning Architectures -- Evolutionary Algorithm-based Neural Architecture SearchEvolutionary Algorithm-based Neural Architecture Search -- Gradient-based Neural Architecture Search.
Contained By:	Springer Nature eBook
標題:	Deep learning (Machine learning) -
電子資源:	https://doi.org/10.1007/978-981-96-3498-9
ISBN:	9789819634989

Advances in deep learning.. Volume 2
Advances in deep learning.Volume 2[electronic resource] /by M. Arif Wani ... [et al.]. - Singapore :Springer Nature Singapore :2025. - xvi, 186 p. :ill. (chiefly color), digital ;24 cm. - Studies in big data,v. 122197-6511 ;. - Studies in big data ;v. 12..

Introduction to Deep Learning Architectures -- Evolutionary Algorithm-based Neural Architecture SearchEvolutionary Algorithm-based Neural Architecture Search -- Gradient-based Neural Architecture Search.

This book describes novel ways of using deep learning to solve real-world problems. It covers advanced deep learning topics like neural architecture search, ensemble deep learning, transfer learning techniques, lightweight architectures, hybrid deep learning approaches, and generative adversarial networks. The book discusses the use of these advanced topics in selected applications like image classification, object detection, image steganography, protein secondary structure prediction, and gene expression data classification. Various challenges and future research directions falling under the scope of these topics are discussed.

ISBN: 9789819634989

Standard No.: 10.1007/978-981-96-3498-9doiSubjects--Topical Terms:

3538509
Deep learning (Machine learning)

LC Class. No.: Q325.73

Dewey Class. No.: 006.31

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