| 书目名称 | Process Neural Networks | | 副标题 | Theory and Applicati | | 编辑 | Xingui He,Shaohua Xu | | 视频video | http://file.papertrans.cn/759/758988/758988.mp4 | | 概述 | Proposes concept and model of a process neural network for the first time.Shows how a process neural network improves the expressing capability of artificial neural networks.Proves theory and properti | | 丛书名称 | Advanced Topics in Science and Technology in China | | 图书封面 |  | | 描述 | ."Process Neural Network: Theory and Applications" proposes the concept and model of a process neural network for the first time, showing how it expands the mapping relationship between the input and output of traditional neural networks and enhances the expression capability for practical problems, with broad applicability to solving problems relating to processes in practice. Some theoretical problems such as continuity, functional approximation capability, and computing capability, are closely examined. The application methods, network construction principles, and optimization algorithms of process neural networks in practical fields, such as nonlinear time-varying system modeling, process signal pattern recognition, dynamic system identification, and process forecast, are discussed in detail. The information processing flow and the mapping relationship between inputs and outputs of process neural networks are richly illustrated...Xingui He is a member of Chinese Academy of Engineering and also a professor at the School of Electronic Engineering and Computer Science, Peking University, China, where Shaohua Xu also serves as a professor.. | | 出版日期 | Book 2010 | | 关键词 | ATSTC; Artificial Neural Networks; Pattern Recognition; Process Control; Signal Processing; System Identi | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-540-73762-9 | | isbn_ebook | 978-3-540-73762-9Series ISSN 1995-6819 Series E-ISSN 1995-6827 | | issn_series | 1995-6819 | | copyright | Zhejiang University Press, Hangzhou and Springer-Verlag Berlin Heidelberg 2010 |
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