Modeling Negative Differential Resistance (NDR) Devices using Radial Basis Function Neural Networks

This paper presents, for the first time, models for NDR devices based on radial basis neural networks and MATLAB routines. These models were carried out for devices, such as RTDs and a buriti oil single-layer, operating at room temperature. A RTD circuit was successfully simulated using the develope...

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Bibliographic Details
Published inECS transactions Vol. 9; no. 1; pp. 363 - 371
Main Authors Banderia, M. C., Guimaraes, J. G., Duraes, J. A., Silva, L. M., Ceschin, A. M., Sales, M. J., Costa, J. C.
Format Journal Article
LanguageEnglish
Published 21.09.2007
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Summary:This paper presents, for the first time, models for NDR devices based on radial basis neural networks and MATLAB routines. These models were carried out for devices, such as RTDs and a buriti oil single-layer, operating at room temperature. A RTD circuit was successfully simulated using the developed neural network model.
ISSN:1938-5862
1938-6737
DOI:10.1149/1.2766907