Neural Boundary Conditions in Optic Guides

Cilt: 3 Sayı: 3 13 Kasım 2015
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Neural Boundary Conditions in Optic Guides

Öz

In this study, the boundary coefficients of Transverse Electric (TE) and Transverse Magnetic (TM) modes at a planar slab optic guides are modeled by Neural Networks (NN). After modal analysis, train and test files are prepared for NN. Multi-Layer Perceptron (MLP) and Radial Basis Function (RBF) neural networks are performed and compared with each other. NNs are expected to be capable of modeling optical fiber technology in industry based on the same approaches as a result of this study.

Anahtar Kelimeler

Kaynakça

  1. D. Marcuse, Theory of Dielectric Optical Waveguides (Academic Press, New York, 1974).
  2. A.W. Snyder, J.D. Love, Optical Waveguide Theory (J.W. Arrowsmith, Bristol, 1983).
  3. J. M. Senior, Optical Fiber Communications (Second Edition, Prentice-Hall, Cambridge, 1992).
  4. J.M. Zurada, Introduction to Artificial Neural Systems (St. Paul, MN:West Publishing Company, 1992).
  5. R.J. Schalkoff, Artificial Neural Networks, (McGraw-Hill, Singarope, 1997).
  6. S. Haykin, Neural Networks: A Comprehensive Foundation (Newyork: Mcamillan and IEEE Computer Society, 1999).
  7. S.E. Watkins, G.W. Sanders, F. Akhavan and K. Chandrashekhara "Modal analysis using fiber optic sensors and neural networks for prediction of composite beam delamination", Smart Materials and Structures, 11, 489-495 (2002).
  8. O.G. Saracoglu, "An artificial neural network approach for the prediction of absorption measurements of an evanescent field fiber sensor", Sensors, 8, 1585- 1594 (2008).

Ayrıntılar

Birincil Dil

İngilizce

Konular

-

Bölüm

-

Yayımlanma Tarihi

13 Kasım 2015

Gönderilme Tarihi

12 Kasım 2014

Kabul Tarihi

-

Yayımlandığı Sayı

Yıl 2015 Cilt: 3 Sayı: 3

Kaynak Göster

APA
Özkan-bakbak, P., & Özkan Bakbak, P. (2015). Neural Boundary Conditions in Optic Guides. International Journal of Intelligent Systems and Applications in Engineering, 3(3), 101-106. https://doi.org/10.18201/ijisae.04354
AMA
1.Özkan-bakbak P, Özkan Bakbak P. Neural Boundary Conditions in Optic Guides. International Journal of Intelligent Systems and Applications in Engineering. 2015;3(3):101-106. doi:10.18201/ijisae.04354
Chicago
Özkan-bakbak, Pınar, ve Pınar Özkan Bakbak. 2015. “Neural Boundary Conditions in Optic Guides”. International Journal of Intelligent Systems and Applications in Engineering 3 (3): 101-6. https://doi.org/10.18201/ijisae.04354.
EndNote
Özkan-bakbak P, Özkan Bakbak P (01 Kasım 2015) Neural Boundary Conditions in Optic Guides. International Journal of Intelligent Systems and Applications in Engineering 3 3 101–106.
IEEE
[1]P. Özkan-bakbak ve P. Özkan Bakbak, “Neural Boundary Conditions in Optic Guides”, International Journal of Intelligent Systems and Applications in Engineering, c. 3, sy 3, ss. 101–106, Kas. 2015, doi: 10.18201/ijisae.04354.
ISNAD
Özkan-bakbak, Pınar - Özkan Bakbak, Pınar. “Neural Boundary Conditions in Optic Guides”. International Journal of Intelligent Systems and Applications in Engineering 3/3 (01 Kasım 2015): 101-106. https://doi.org/10.18201/ijisae.04354.
JAMA
1.Özkan-bakbak P, Özkan Bakbak P. Neural Boundary Conditions in Optic Guides. International Journal of Intelligent Systems and Applications in Engineering. 2015;3:101–106.
MLA
Özkan-bakbak, Pınar, ve Pınar Özkan Bakbak. “Neural Boundary Conditions in Optic Guides”. International Journal of Intelligent Systems and Applications in Engineering, c. 3, sy 3, Kasım 2015, ss. 101-6, doi:10.18201/ijisae.04354.
Vancouver
1.Pınar Özkan-bakbak, Pınar Özkan Bakbak. Neural Boundary Conditions in Optic Guides. International Journal of Intelligent Systems and Applications in Engineering. 01 Kasım 2015;3(3):101-6. doi:10.18201/ijisae.04354