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Dynamic Behavioral Modeling of Nonlinear Microwave Devices Using Real-Time Recurrent Neural Network

โœ Scribed by Yazi Cao; Xi Chen; Gaofeng Wang


Book ID
114619609
Publisher
IEEE
Year
2009
Tongue
English
Weight
552 KB
Volume
56
Category
Article
ISSN
0018-9383

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In this article, a recurrent neural network (RNN) method is employed for dynamic time-domain modeling of both linear and nonlinear microwave circuits. An automated RNN modeling technique is proposed to efficiently determine the training waveform distribution and internal RNN structure during the off