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Neural networks in microwave circuit design—beyond black‐box models (invited article)
Author(s) -
Vai Mankuan,
Prasad Sheila
Publication year - 1999
Publication title -
international journal of rf and microwave computer‐aided engineering
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.335
H-Index - 39
eISSN - 1099-047X
pISSN - 1096-4290
DOI - 10.1002/(sici)1099-047x(199905)9:3<187::aid-mmce5>3.0.co;2-h
Subject(s) - artificial neural network , black box , microwave , computer science , process (computing) , circuit design , electronic engineering , engineering , artificial intelligence , telecommunications , operating system
Neural networks were developed into a computer‐aided approach designing microwave circuits. Researchers replaced device models with faster neural network models in microwave design, however, other ingredients of the design process remain unchanged. Our research explored two neural network applications that extended the role of neural networks beyond being black‐box models. ©1999 John Wiley & Sons, Inc. Int J RF and Microwave CAE 9: 187–197, 1999.