"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 ...
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"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.
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Add this copy of Process Neural Networks: Theory and Applications to cart. $93.82, good condition, Sold by Bonita rated 4.0 out of 5 stars, ships from Newport Coast, CA, UNITED STATES, published 2009 by Springer-Nature New York Inc.
Add this copy of Process Neural Networks: Theory and Applications to cart. $100.00, very good condition, Sold by Masalai Press rated 4.0 out of 5 stars, ships from Oakland, CA, UNITED STATES, published 2010 by Springer.
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Seller's Description:
Very good. Sewn binding. Paper over boards. 240 p. Contains: Illustrations, black & white, Tables, black & white, Figures. Advanced Topics in Science and Technology in China. Audience: General/trade.
