Complex-Valued Neural Networks

Name: Complex-Valued Neural Networks
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783642070075
Price: 156.98 EUR
Availability: InStock

Автор: Akira Hirose

Език:

Корици: С меки корици

Издател: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Наличност: Налично при издателя, по поръчка

Изпращаме след 17-27 дни

156.98 € 307.02 лв

This monograph instructs graduate- and undergraduate-level students in electrical engineering, infor...

Информация за книгата

Автор

Akira Hirose

Език

Английски език

Корици

Книга - С меки корици

Издадена

2010

страници

176

EAN

9783642070075

ISBN

3642070078

Enbook ID

01652186

Издател

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Теглоt

308

Размери

155 x 235 x 11

Пълно описание

This monograph instructs graduate- and undergraduate-level students in electrical engineering, informatics, control engineering, mechanics, robotics, bioengineering on the concepts of complex-valued neural networks. Emphasizing basic concepts and ways of thinking about neural networks, the author focuses on neural networks that deal with complex numbers; the practical advantages of complex-valued neural networks, and their origins; the development of principal applications? The book uses detailed examples to answer these questions and more.This book is the first monograph ever on complex-valued neural networks, which lends itself to graduate and undergraduate courses in electrical engineering, informatics, control engineering, mechanics, robotics, bioengineering, and other relevant fields. It is useful for those beginning their studies, for instance, adaptive signal processing for highly functional sensing and imaging, control in unknown and changing environment, brainlike information processing, robotics inspired by human neural systems, and interdisciplinary studies to realize comfortable society. It is also helpful to those who carry out research and development regarding new products and services at companies. §The author wrote this book hoping in particular that it provides the readers with meaningful hints to make good use of neural networks in fully practical applications. The book emphasizes basic ideas and ways of thinking. Why do we need to consider neural networks that deal with complex numbers? What advantages do the complex-valued neural networks have? What is the origin of the advantages? In what areas do they develop principal applications? This book answers these questions by describing details and examples, which will inspire the readers with new ideas.

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Complex-Valued Neural Networks

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Пълно описание

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