Improving the Accuracy of PHEMT Models Using Corrective Artifcial Neural Networks
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F07%3A03132390" target="_blank" >RIV/68407700:21230/07:03132390 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Improving the Accuracy of PHEMT Models Using Corrective Artifcial Neural Networks
Original language description
In the recent PSpice-family programs, only a class of five types of the MESFET model is available for a pHEMT representation. In the paper, a way is suggested for modeling pHEMT using a corrective neural network working attached to an updated analytic MESFET model. The accuracy of procedures is assessed by extracting model parameters for a typical TriQuint pHEMT. A sequence of analyses is also performed for determining an optimal structure of the artificial neural network.
Czech name
Improving the Accuracy of PHEMT Models Using Corrective Artifcial Neural Networks
Czech description
In the recent PSpice-family programs, only a class of five types of the MESFET model is available for a pHEMT representation. In the paper, a way is suggested for modeling pHEMT using a corrective neural network working attached to an updated analytic MESFET model. The accuracy of procedures is assessed by extracting model parameters for a typical TriQuint pHEMT. A sequence of analyses is also performed for determining an optimal structure of the artificial neural network.
Classification
Type
D - Article in proceedings
CEP classification
JA - Electronics and optoelectronics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GA102%2F05%2F0277" target="_blank" >GA102/05/0277: Current- and hybrid-mode circuits for analog signal processing</a><br>
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)
Others
Publication year
2007
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
PIERS 2007 Prague - Proceeding od Progress In Electromagnetics Research Symposium
ISBN
978-1-934142-02-8
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
512-515
Publisher name
The Electromagnetics Academy
Place of publication
Cambridge, MA
Event location
Praha, ČVUT FEL
Event date
Aug 27, 2007
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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