Evolutionary Deep Neural Architecture Search: Fundamentals, Methods, and Recent Advances (Studies in Computational Intelligence)
Sun, Yanan, Yen, Gary G., Zhang, Mengjie
ISBN 10: 3031168704 ISBN 13: 9783031168703
Editorial: Springer, 2023
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Descripción
Descripción:
New. N° de ref. del artículo ERICA82930311687046
Sinopsis:
This book systematically narrates the fundamentals, methods, and recent advances of evolutionary deep neural architecture search chapter by chapter. This will provide the target readers with sufficient details learning from scratch. In particular, the method parts are devoted to the architecture search of unsupervised and supervised deep neural networks. The people, who would like to use deep neural networks but have no/limited expertise in manually designing the optimal deep architectures, will be the main audience. This may include the researchers who focus on developing novel evolutionary deep architecture search methods for general tasks, the students who would like to study the knowledge related to evolutionary deep neural architecture search and perform related research in the future, and the practitioners from the fields of computer vision, natural language processing, and others where the deep neural networks have been successfully and largely used in their respective fields.
De la contraportada:
This book systematically narrates the fundamentals, methods, and recent advances of evolutionary deep neural architecture search chapter by chapter. This will provide the target readers with sufficient details learning from scratch. In particular, the method parts are devoted to the architecture search of unsupervised and supervised deep neural networks. The people, who would like to use deep neural networks but have no/limited expertise in manually designing the optimal deep architectures, will be the main audience. This may include the researchers who focus on developing novel evolutionary deep architecture search methods for general tasks, the students who would like to study the knowledge related to evolutionary deep neural architecture search and perform related research in the future, and the practitioners from the fields of computer vision, natural language processing, and others where the deep neural networks have been successfully and largely used in their respective fields.
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Detalles bibliográficos
Título: Evolutionary Deep Neural Architecture Search...
Editorial: Springer
Año de publicación: 2023
Encuadernación: paperback
Condición: New
Tipo de libro: book
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Evolutionary Deep Neural Architecture Search: Fundamentals, Methods, and Recent Advances
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ISBN 10: 3031168704
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Condición: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Introduces the fundamentals and up-to-date methods of evolutionary deep neural architecture searchProvides the target readers with sufficient details learning from scratchInspires the students to develop more effective and efficient EDNAS m. Nº de ref. del artículo: 1171874878
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Taschenbuch. Condición: Neu. Evolutionary Deep Neural Architecture Search: Fundamentals, Methods, and Recent Advances | Yanan Sun (u. a.) | Taschenbuch | xvi | Englisch | 2023 | Springer | EAN 9783031168703 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu. Nº de ref. del artículo: 127838153
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Evolutionary Deep Neural Architecture Search: Fundamentals, Methods, and Recent Advances
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Springer International Publishing, Springer Nature Switzerland Nov 2023, 2023
ISBN 10: 3031168704
ISBN 13: 9783031168703
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Taschenbuch. Condición: Neu. Neuware -This book systematically narrates the fundamentals, methods, and recent advances of evolutionary deep neural architecture search chapter by chapter. This will provide the target readers with sufficient details learning from scratch. In particular, the method parts are devoted to the architecture search of unsupervised and supervised deep neural networks. The people, who would like to use deep neural networks but have no/limited expertise in manually designing the optimal deep architectures, will be the main audience. This may include the researchers who focus on developing novel evolutionary deep architecture search methods for general tasks, the students who would like to study the knowledge related to evolutionary deep neural architecture search and perform related research in the future, and the practitioners from the fields of computer vision, natural language processing, and others where the deep neural networks have been successfully and largely used in their respective fields.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 348 pp. Englisch. Nº de ref. del artículo: 9783031168703
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Evolutionary Deep Neural Architecture Search: Fundamentals, Methods, and Recent Advances
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Springer International Publishing, Springer Nature Switzerland Nov 2023, 2023
ISBN 10: 3031168704
ISBN 13: 9783031168703
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Taschenbuch. Condición: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book systematically narrates the fundamentals, methods, and recent advances of evolutionary deep neural architecture search chapter by chapter. This will provide the target readers with sufficient details learning from scratch. In particular, the method parts are devoted to the architecture search of unsupervised and supervised deep neural networks. The people, who would like to use deep neural networks but have no/limited expertise in manually designing the optimal deep architectures, will be the main audience. This may include the researchers who focus on developing novel evolutionary deep architecture search methods for general tasks, the students who would like to study the knowledge related to evolutionary deep neural architecture search and perform related research in the future, and the practitioners from the fields of computer vision, natural language processing, and others where the deep neural networks have been successfully and largely used in their respective fields. 348 pp. Englisch. Nº de ref. del artículo: 9783031168703
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Evolutionary Deep Neural Architecture Search: Fundamentals, Methods, and Recent Advances
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Springer International Publishing, Springer Nature Switzerland, 2023
ISBN 10: 3031168704
ISBN 13: 9783031168703
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