A Time Delay Neural Network Based Technique for Nonlinear Microwave Device Modeling

A Time Delay Neural Network Based Technique for Nonlinear Microwave Device Modeling

This paper presents a nonlinear microwave device modeling technique that is based on time delay neural network (TDNN). The proposed technique can accurately model the nonlinear microwave devices when compared to static neural network modeling method. A new formulation is developed to allow for the p...

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Bibliographic Details
Main Authors: Wenyuan Liu, Lin Zhu, Feng Feng, Wei Zhang, Qi-Jun Zhang, Qian Lin, Gaohua Liu
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Micromachines
Subjects:
nonlinear device modeling
neural networks
optimization methods
Online Access:https://www.mdpi.com/2072-666X/11/9/831

Internet

https://www.mdpi.com/2072-666X/11/9/831

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