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Titlebook: Parametrized, Deformed and General Neural Networks; George A. Anastassiou Book 2023 The Editor(s) (if applicable) and The Author(s), under

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发表于 2025-3-21 17:38:36 | 显示全部楼层 |阅读模式
书目名称Parametrized, Deformed and General Neural Networks
编辑George A. Anastassiou
视频video
概述Presents for the first time in literature the parametrized, deformed, and general activation function of Neural Networks.Is suitable for researchers and graduate students.Presents approaches that are
丛书名称Studies in Computational Intelligence
图书封面Titlebook: Parametrized, Deformed and General Neural Networks;  George A. Anastassiou Book 2023 The Editor(s) (if applicable) and The Author(s), under
描述.In this book, we introduce the parametrized, deformed and general activation function of neural networks. The parametrized activation function kills much less neurons than the original one. The asymmetry of the brain is best expressed by deformed activation functions. Along with a great variety of activation functions, general activation functions are also engaged. Thus, in this book, all presented is original work by the author given at a very general level to cover a maximum number of different kinds of neural networks: giving ordinary, fractional, fuzzy and stochastic approximations. It presents here univariate, fractional and multivariate approximations. Iterated sequential multi-layer approximations are also studied. The functions under approximation and neural networks are Banach space valued..
出版日期Book 2023
关键词Neural Networks; General Neural Networks; Artificial Intelligence; Computational Intelligence; Parametri
版次1
doihttps://doi.org/10.1007/978-3-031-43021-3
isbn_softcover978-3-031-43023-7
isbn_ebook978-3-031-43021-3Series ISSN 1860-949X Series E-ISSN 1860-9503
issn_series 1860-949X
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
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发表于 2025-3-21 20:52:01 | 显示全部楼层
George A. Anastassiouoncepts while still doing their actual jobs. This book closes that gap. In doing so, you’ll be able to achieve better communication, which will undoubtedly lead to better working relat978-1-4842-8968-6978-1-4842-8969-3Series ISSN 2731-9350 Series E-ISSN 2731-9369
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George A. Anastassiouder to dynamize the sector, all the while setting up a regime that affirms the status of states as patrons of the protection of the general principles of the original OST. This way a balance could be found between the ambitions of the private sector and the sovereignty of nations.
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George A. Anastassiound the impact of human activities on those boundaries, that is, the left-hand side of Equation (1.1). Chapter 3 is about the first term on the right-hand side of Equation (1.1), world population and its dynamics. Discussion questions in Chapter 3 reveal a variety of ways in which it is practically a
发表于 2025-3-22 20:49:46 | 显示全部楼层
George A. Anastassiound the impact of human activities on those boundaries, that is, the left-hand side of Equation (1.1). Chapter 3 is about the first term on the right-hand side of Equation (1.1), world population and its dynamics. Discussion questions in Chapter 3 reveal a variety of ways in which it is practically a
发表于 2025-3-22 22:31:05 | 显示全部楼层
George A. Anastassioue second half considers application areas and personal and corporate responses to sustainability challenges. Basic facts, figures, and information related to sustainability are presented in a way that should convey to readers a sense of scale for the many sustainability challenges we face. Throughou
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发表于 2025-3-23 07:46:06 | 显示全部楼层
George A. Anastassioud emits wastes. These characteristics of the economic metabolism are captured by the final term in Equation (1.1) (repeated below for convenience), the environmental impacts of resource extraction and consumption (.), the topic of this chapter.
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