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

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3 Author(s)
Guowei, Yang ; Inst. of Pattern Recognition and Intelligent System, Qingdao Univ., Qingdao 266071, P. R. China; Laboratory of Artificial Neural Network, Inst. of Semiconductors, Chinese Academy of Sciences, Beijing 100083, P. R. China ; Xuyan, Tu ; Shoujue, Wang

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 Xuyan.

Published in:

Systems Engineering and Electronics, Journal of  (Volume:17 ,  Issue: 3 )

Date of Publication:

Sept. 2006

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