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portada Artificial Neural Networks: A Practical Course
Type
Physical Book
Publisher
Author
Year
2016
Language
English
Pages
307
Format
Hardcover
ISBN13
9783319431611
Categories

Artificial Neural Networks: A Practical Course

Ivan Nunes Da Silva; Danilo Hernane Spatti; Rogerio Andrade Flauzino; Luisa Helena Bartocci Liboni; Silas Franco Dos Reis Alves (Author) · Springer · Hardcover

Artificial Neural Networks: A Practical Course - Ivan Nunes Da Silva; Danilo Hernane Spatti; Rogerio Andrade Flauzino; Luisa Helena Bartocci Liboni; Silas Franco Dos Reis Alves

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Synopsis "Artificial Neural Networks: A Practical Course "

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.

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