Automated time domain modeling of linear and nonlinear microwave circuits using recurrent neural networks

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...

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Veröffentlicht in:	International journal of RF and microwave computer-aided engineering 2008-05, Vol.18 (3), p.195-208
Hauptverfasser:	Sharma, Hitaish, Zhang, Qi-Jun
Format:	Artikel
Sprache:	eng
Schlagworte:	design automation electromagnetic transient analysis modeling nonlinear distortion power amplifiers recurrent neural networks
Online-Zugang:	Volltext
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