Paper
25 March 2004 Single model proposed for the combination of narrow and wide GaAs wells for the computation of the linewidth enhancement factor
Author Affiliations +
Proceedings Volume 5277, Photonics: Design, Technology, and Packaging; (2004) https://doi.org/10.1117/12.523313
Event: Microelectronics, MEMS, and Nanotechnology, 2003, Perth, Australia
Abstract
A different method and single model to determine the linewidth enhancement factor [α (Alpha) parameter] for narrow and wide GaAs Quantum-wells (QWs) as a function of modal peak gain and current density is presented. Based on the Artificial Neural Network (ANN) modeling approach, different learning algorithms are trained and tested. Both the training and the test results are in very good agreement with the experimental results reported elsewhere.
© (2004) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Fatih V. Celebi, Kenan Danisman, and Remzi Yildirim "Single model proposed for the combination of narrow and wide GaAs wells for the computation of the linewidth enhancement factor", Proc. SPIE 5277, Photonics: Design, Technology, and Packaging, (25 March 2004); https://doi.org/10.1117/12.523313
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KEYWORDS
Gallium arsenide

Neurons

Quantum wells

Artificial neural networks

Algorithms

Error analysis

Mathematical modeling

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