Accurate temperature dependent noise models of microwave transistors based on neural networks

Marinkovic, Zlatica ; Markovic, Vera (2005) Accurate temperature dependent noise models of microwave transistors based on neural networks. In: Gallium Arsenide applications symposium. GAAS 2005, 3-7 ottobre 2005, Parigi.
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Abstract

Recently, authors have proposed neural networks for modelling the temperature dependences of elements and parameters of microwave transistor small-signal equivalent circuit including noise. This neural model enables the prediction of modelled device noise parameters for any operating temperature. In this paper, an improvement of the neural model accuracy is proposed. It is done by using an additional neural network aimed to correct the noise parameters’ values.

Abstract
Document type
Conference or Workshop Item (Paper)
Creators
CreatorsAffiliationORCID
Marinkovic, Zlatica
Markovic, Vera
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DOI
Deposit date
15 Feb 2006
Last modified
17 Feb 2016 14:18
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