書目名稱 | Parametrized, Deformed and General Neural Networks | 編輯 | George A. Anastassiou | 視頻video | http://file.papertrans.cn/742/741187/741187.mp4 | 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 | 叢書名稱 | Studies in Computational Intelligence | 圖書封面 |  | 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 | 關(guān)鍵詞 | Neural Networks; General Neural Networks; Artificial Intelligence; Computational Intelligence; Parametri | 版次 | 1 | doi | https://doi.org/10.1007/978-3-031-43021-3 | isbn_softcover | 978-3-031-43023-7 | isbn_ebook | 978-3-031-43021-3Series ISSN 1860-949X Series E-ISSN 1860-9503 | issn_series | 1860-949X | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
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