Block and parallel modelling of broad domain nonlinear continuous mapping based on NN

doi:10.1016/S1004-4132(06)60101-1

Journal of Systems Engineering and Electronics ›› 2006, Vol. 17 ›› Issue (3): 586-592.doi: 10.1016/S1004-4132(06)60101-1

出版日期:2006-09-25 发布日期:2006-09-25

Block and parallel modelling of broad domain nonlinear continuous mapping based on NN

Yang Guowei1 2, Tu Xuyan3 & Wang Shoujue2

1. Inst. of Pattern Recognition and Intelligent System, Qingdao Univ. , Qingdao 266071, P. R China;

2. Laboratory of Artificial Neural Network, Inst of Semiconductors, Chinese Academy of Sciences, Beijing 100083, P. R China;

3. Inst. of Computer and System Science, Univ. of Science and Technology Beijing, Beijing 100083, P. R China

Online:2006-09-25 Published:2006-09-25

摘要/Abstract

Abstract:

The necessity of the use of the block and parallel modeling of the nonlinear continuous mappings with NN

is firstly expounded quantitatively. Then, a practical approach for the block and parallel modeling of the nonlinear

continuous mappings with NN is proposed. Finally, an example indicating that the method raised in this paper can

be realized by suitable existed software is given. The results of the experiment of the model discussed on the 3-D

Mexican straw hat indicate that the block and parallel modeling based on NN is more precise and faster in computation than the direct ones and it is obviously a concrete example and the development of the large-scale general model

established by Tu Xuyaa.

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