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光子学报  2005 

Neural Network Model for the Noise Characteristics of Semiconductor Laser
半导体激光器的噪声特性神经网络仿真

Keywords: Semiconductor laser,Noise characteristics,Langevin noise,ANN
半导体激光器
,噪声特性,朗之万噪声,人工神经网络

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Abstract:

Through the solution of rate equation with Langevin noise of semiconductor 1aser, the noise characteristics of semiconductor 1aser are given. Its artificial neural network(ANN)model is developed. The theoretical calculation is used to provide training and testing samples for the ANN. We find that the results of simulation are well agreed with numerical calculation results. The model has the advantages of accuracy and high efficiency.

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