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2016, ISBN: 9783319431628

This book provides comprehensive coverage of neural networks, their evolution, their structure, the problems they can solve, and their applications. The first half of the book looks at th… Mehr…

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2016, ISBN: 9783319431628

This book provides comprehensive coverage of neural networks, their evolution, their structure, the problems they can solve, and their applications. The first half of the book looks at th… Mehr…

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Ivan Nunes Da Silva#Danilo Hernane Spatti#Rogerio Andrade Flauzino#Luisa Helena Bartocci Liboni#Silas Franco Dos Reis Alves:
Artificial Neural Networks - neues Buch

2016

ISBN: 9783319431628

This book provides comprehensive coverage of neural networks, their evolution, their structure, the problems they can solve, and their applications. The first half of the book looks at th… Mehr…

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ISBN: 9783319431628

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Artificial Neural Networks - neues Buch

ISBN: 9783319431628

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Bibliographische Daten des bestpassenden Buches

Details zum Buch

Detailangaben zum Buch - Artificial Neural Networks


EAN (ISBN-13): 9783319431628
Erscheinungsjahr: 8
Herausgeber: Springer International Publishing

Buch in der Datenbank seit 2017-04-17T04:28:48+02:00 (Vienna)
Detailseite zuletzt geändert am 2023-07-14T11:48:19+02:00 (Vienna)
ISBN/EAN: 9783319431628

ISBN - alternative Schreibweisen:
978-3-319-43162-8
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: andrade silva, nunes, silas
Titel des Buches: neural networks


Daten vom Verlag:

Autor/in: Ivan Nunes da Silva; Danilo Hernane Spatti; Rogerio Andrade Flauzino; Luisa Helena Bartocci Liboni; Silas Franco dos Reis Alves
Titel: Artificial Neural Networks - A Practical Course
Verlag: Springer; Springer International Publishing
307 Seiten
Erscheinungsjahr: 2016-08-24
Cham; CH
Sprache: Englisch
85,59 € (DE)
88,00 € (AT)
94,50 CHF (CH)
Available
XX, 307 p. 203 illus., 13 illus. in color.

EA; E107; eBook; Nonbooks, PBS / Technik/Elektronik, Elektrotechnik, Nachrichtentechnik; Nachrichtententechnik, Telekommunikation; Verstehen; Neural Networks Architectures; Architectures of Artificial Neural Networks; Perceptron Network; Adaline Network; Self-Organizing Maps; Learning Vector Quantization (LVQ); Adaptive Resonance Theory (ART); Artificial Neural Networks Applications; Computer Network Traffic Analysis; B; Communications Engineering, Networks; Computational Intelligence; Mathematical Models of Cognitive Processes and Neural Networks; Data Mining and Knowledge Discovery; Automated Pattern Recognition; Engineering; Künstliche Intelligenz; Mathematische Modellierung; Data Mining; Wissensbasierte Systeme, Expertensysteme; Mustererkennung; BB

This book provides comprehensive coverage of neural networks, their evolution, their structure, the problems they can solve, and their applications. The first half of the book looks at theoretical investigations on artificial neural networks and addresses the key architectures that are capable of implementation in various application scenarios. The second half is designed specifically for the production of solutions using artificial neural networks to solve practical problems arising from different areas of knowledge. It also describes the various implementation details that were taken into account to achieve the reported results. These aspects contribute to the maturation and improvement of experimental techniques to specify the neural network architecture that is most appropriate for a particular application scope. The book is appropriate for students in graduate and upper undergraduate courses in addition to researchers and professionals.
Explores several practical projects that exercise creativity and shows how to employ artificial neural networks in different application contexts Compiles over 100 fixation exercises that stimulate thinking and understanding in the issues addressed in the course of each subject Presents a detailed, step-by-step presentation of all algorithms that are used for both training phases of the neural architecture as for the operating phases Includes supplementary material: sn.pub/extras

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