High-dimensional neural-network technique and applications to microwave filter modeling

IEEE Transactions on Microwave Theory and Techniques

Volumn 58, Issue 1, 2010, Pages 145-156

  Kabir, Humayun ^a   Wang, Ying ^b   Yu, Ming ^c   Zhang, Qi Jun ^a  

^a CARLETON UNIVERSITY   (Canada)

^b UNIVERSITY OF ONTARIO INSTITUTE OF TECHNOLOGY   (Canada)

^c COM DEV Ltd ^*  (Canada)

Author keywords

Computer aided design (CAD); High dimensional parametric modeling; Microwave filter; Neural network; Optimization; Simulation

Indexed keywords

BEHAVIOR MODELING; DATA GENERATION; DECOMPOSITION APPROACH; DUAL-MODE FILTER; FILTER DECOMPOSITION; FILTER MODEL; H-PLANE WAVEGUIDE; HIGH-DIMENSIONAL; INPUT VARIABLES; MODEL TRAINING; NEURAL NETWORK OPTIMIZATION; PARAMETRIC MODELING; PARAMETRIC MODELS; SUB-PROBLEMS; SUBMODELS;

BANDPASS FILTERS; CIRCULAR WAVEGUIDES; COMPUTER AIDED DESIGN; COMPUTER SIMULATION; ELECTRIC FILTERS; MICROWAVE FILTERS; MICROWAVES; SPEECH PROCESSING;

NEURAL NETWORKS;

EID: 75449086085     PISSN: 00189480     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMTT.2009.2036412     Document Type: Article

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