[15p-P02-1~17] 3.7 Optical measurement, instrumentation, and sensor

[15p-P02-8] Spectral analysis by a neural network using processed data added noise as learning data

〇Masaki Oba¹ (1.JAEA)

Keywords:

neural network,spectral analysis,noise

Random noise was added to the training data, which was made by mixing and processing four types of spectral data: Gd2O3, TiO2, ZrO2, and Fe2O3. The variance in the analysis results increased slightly when noise was added to the test data. The effect of noise on the test samples was greater than that of the training data, so it is thought that the effect of noise on the test samples needs to be avoided.