Artificial Neural Network Models for the Crossover Discontinuities in Stripline Circuits
作者： Jingsong Hong , Bing-Zhong Wang , None
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摘要: Crossover discontinuities between two adjacent orthogonal signal layers often appear in many stripline circuits, such as the multilayer microwave monolithic ICs and interconnect systems high-speed digital circuits. In this paper , a perceptron neural network(MLPNN) is used to model electrical properties of crossover The MLPNN electromagnetically developed with set training data that are produced by full-wave finite-difference time-domain method. full-factor design experiments determine size data.
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sci-hub.se 参考文章(7)
Allen Taflove, Computational Electrodynamics: The Finite-Difference Time-Domain Method ,(1995)
Igor Ratner, Hassan Ali, Emil M. Petriu, Neural network simulation of a dielectric ring resonator antenna Journal of Systems Architecture. ,vol. 44, pp. 569- 581 ,(1998) , 10.1016/S1383-7621(97)00064-7
A. Veluswami, M.S. Nakhla, Qi-Jun Zhang, The application of neural networks to EM-based simulation and optimization of interconnects in high-speed VLSI circuits IEEE Transactions on Microwave Theory and Techniques. ,vol. 45, pp. 712- 723 ,(1997) , 10.1109/22.575595
P.M. Watson, K.C. Gupta, EM-ANN models for microstrip vias and interconnects in dataset circuits IEEE Transactions on Microwave Theory and Techniques. ,vol. 44, pp. 2495- 2503 ,(1996) , 10.1109/22.554584
G.L. Creech, B.J. Paul, C.D. Lesniak, T.J. Jenkins, M.C. Calcatera, Artificial neural networks for fast and accurate EM-CAD of microwave circuits IEEE Transactions on Microwave Theory and Techniques. ,vol. 45, pp. 794- 802 ,(1997) , 10.1109/22.575602
T.-S. Horng, C.-C. Wang, N.G. Alexopoulos, Microstrip circuit design using neural networks international microwave symposium. pp. 413- 416 ,(1993) , 10.1109/MWSYM.1993.276791
Mark Jay Kiemele, Stephen R Schmidt, Robert G Launsby, Understanding industrial designed experiments ,(1989)