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Titlebook: Complex-Valued Neural Networks; Akira Hirose Book 2012Latest edition Springer-Verlag Berlin Heidelberg 2012 Complex-valued Neural Networks

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发表于 2025-3-21 16:13:25 | 显示全部楼层 |阅读模式
书目名称Complex-Valued Neural Networks
编辑Akira Hirose
视频video
概述Latest research on Complex-valued Neural Networks.2nd enlarged and revised edition.Written by a leading expert in the field
丛书名称Studies in Computational Intelligence
图书封面Titlebook: Complex-Valued Neural Networks;  Akira Hirose Book 2012Latest edition Springer-Verlag Berlin Heidelberg 2012 Complex-valued Neural Networks
描述.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 in various sections..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 wro
出版日期Book 2012Latest edition
关键词Complex-valued Neural Networks; Computational Intelligence
版次2
doihttps://doi.org/10.1007/978-3-642-27632-3
isbn_softcover978-3-642-43579-9
isbn_ebook978-3-642-27632-3Series ISSN 1860-949X Series E-ISSN 1860-9503
issn_series 1860-949X
copyrightSpringer-Verlag Berlin Heidelberg 2012
The information of publication is updating

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发表于 2025-3-21 22:34:45 | 显示全部楼层
Studies in Computational Intelligencehttp://image.papertrans.cn/c/image/231626.jpg
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https://doi.org/10.1007/978-3-642-27632-3Complex-valued Neural Networks; Computational Intelligence
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978-3-642-43579-9Springer-Verlag Berlin Heidelberg 2012
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https://doi.org/10.1007/978-1-349-23615-2Before we describe complex-valued neural networks, first we review the basis of neural networks in general. The basic way of thinking is common to both the conventional (real-valued) and complex-valued neural networks.
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Neural Networks: The Characteristic ViewpointsBefore we describe complex-valued neural networks, first we review the basis of neural networks in general. The basic way of thinking is common to both the conventional (real-valued) and complex-valued neural networks.
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Rethinking the Agricultural Basere extremely rich in variety. In this chapter, we grasp the basic ideas lying in the complex-valued neural networks by glancing over an application example. Then we also obtain a bird’s-eye view of their present and prospective application fields so that we can enjoy the flavor before we go deep int
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