Complex-Valued Neural Networks 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Hirose, Akira 作者

Springer-Verlag New York Inc

译者

出版日期

192 页数

$ 190.97 价格

HRD

丛书系列

9783540334569 图书编码

Complex-Valued Neural Networks 在线电子书图书标签: 机器学习

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发表于2024-11-24

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Complex-Valued Neural Networks 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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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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