Neural Boundary Conditions in Optic Guides

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Atıf İçin Kopyala

BAKBAK ÖZKAN P.

International Journal of Intelligent Systems and Applications in Engineering, cilt.3, sa.3, ss.101-106, 2015 (Hakemli Dergi)

• Yayın Türü: Makale / Tam Makale
• Cilt numarası: 3 Sayı: 3
• Basım Tarihi: 2015
• Dergi Adı: International Journal of Intelligent Systems and Applications in Engineering
• Sayfa Sayıları: ss.101-106
• Marmara Üniversitesi Adresli: Hayır

Özet

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 as a result of this study.