Accurate Modeling of Unusual Electronic Circuit Elements with Artificial Neural Networks
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F11%3A00184468" target="_blank" >RIV/68407700:21230/11:00184468 - 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
Accurate Modeling of Unusual Electronic Circuit Elements with Artificial Neural Networks
Original language description
Nowadays, there are many electronic structures for which their models are necessary. However, in the recent PSpice programs, only a class of five types of the MESFET model is available. In the paper, a new method is suggested for modeling electronic structures by exclusive neural networks, or by corrective neural networks working attached to a modified analytic model. The accuracy the analytic model is assessed by extracting the model parameters of MESFET, pHEMT, and microwave varactors. The accuracy ofprocedures that use the neural networks is assessed by extracting model parameters in static and dynamic domains. First, an approximation of the pHEMT output characteristics is carried out by means of both exclusive and corrective networks; and second,an approximation of the C-V function of an avalanche photodiode is performed by the exclusive network. Last, the memristor characteristic with an extraordinary hysteresis is approximated by a set of cooperative artificial neural networks.
Czech name
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Czech description
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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/GAP102%2F10%2F1614" target="_blank" >GAP102/10/1614: Memristive, memcapacitative, and meminductive systems: basic research, modeling, and simulation</a><br>
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of 2nd Conference on Circuits, Systems, Control, Signals
ISBN
978-1-61804-035-0
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
150-155
Publisher name
World Scientific and Engineering Academy and Society
Place of publication
Athens
Event location
Praha
Event date
Sep 26, 2011
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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