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Akira Hirose - Complex-Valued Neural Networks - 9783642435799 - V9783642435799
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Complex-Valued Neural Networks

€ 193.38
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Description for Complex-Valued Neural Networks Paperback. In its revised, expanded 2nd edition, this book provides a foundation for the study of complex-valued neural networks. The author emphasizes basic ideas and ways of thinking, and offers meaningful hints on using neural networks in fully practical applications. Series: Studies in Computational Intelligence. Num Pages: 198 pages, biography. BIC Classification: UYQN. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 13. Weight in Grams: 338.

This book is the second enlarged and revised edition of the first successful monograph on complex-valued neural networks (CVNNs) published in 2006, which lends itself to graduate and undergraduate courses in electrical engineering, informatics, control engineering, mechanics, robotics, bioengineering, and other relevant fields.

In the second edition the recent trends in CVNNs research are included, resulting in e.g. almost a doubled number of references. The parametron invented in 1954 is also referred to with discussion on analogy and disparity. Also various additional arguments on the advantages of the complex-valued neural networks enhancing the difference to real-valued neural networks are given ... Read more

The book is useful for those beginning their studies, for instance, in adaptive signal processing for highly functional sensing and imaging, control in unknown and changing environment, robotics inspired by human neural systems, and brain-like information processing, as well as 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.

 

 

The book is useful for those beginning their studies, for instance, in adaptive signal processing for highly functional sensing and imaging, control in unknown and changing environment, roboticsinspired by human neural systems, and brain-like information processing, as well as 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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Product Details

Format
Paperback
Publication date
2014
Publisher
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Germany
Number of pages
198
Condition
New
Series
Studies in Computational Intelligence
Number of Pages
198
Place of Publication
Berlin, Germany
ISBN
9783642435799
SKU
V9783642435799
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15

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