By Prof. Xingui He, Prof. Shaohua Xu (auth.)
"Process Neural community: idea and functions" proposes the concept that and version of a approach neural community for the 1st time, exhibiting the way it expands the mapping courting among the enter and output of conventional neural networks and complements the expression potential for functional difficulties, with vast applicability to fixing difficulties when it comes to approaches in perform. a few theoretical difficulties resembling continuity, useful approximation strength, and computing potential, are heavily tested. the appliance equipment, community building rules, and optimization algorithms of procedure neural networks in functional fields, akin to nonlinear time-varying process modeling, method sign trend acceptance, dynamic procedure id, and technique forecast, are mentioned intimately. the knowledge processing circulation and the mapping courting among inputs and outputs of approach neural networks are richly illustrated.
Xingui he's a member of chinese language Academy of Engineering and in addition a professor on the institution of digital Engineering and laptop technology, Peking collage, China, the place Shaohua Xu additionally serves as a professor.
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