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The scatter plots of the classification results with (i) 8-bit detector and (ii) 10-bit detector. The horizontal and the vertical axes are expressed in nm unit.

The scatter plots of the classification results with (i) 8-bit detector and (ii) 10-bit detector. The horizontal and the vertical axes are expressed in nm unit.

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Fig. 2. Line profile of the intensity data of concentric fringes (i)...
Fig 3: Multilayer-layer feedforward ANN architecture diagram
Fig 4: The scatter plots of the classification results with (i) 8-bit...
Application of artificial neural network to determine the thickness profile of thin film
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  • Jun 2022
In this paper, we introduce a novel artificial neural network (ANN) based scheme to estimate the thickness of thin films deposited on a given substrate. Here we consider the visible interference pattern between a plane wave and a diverging wave reflected from the thin film surface that records the thickness information of the thin film. We assume a...
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Context 1
... scatter plots of the classification results corresponding to 8-bit grey level is presented in Fig.4(i) while the same for the 10-bit grey level is shown in Fig 4(ii) respectively. ...
Context 2
... scatter plots of the classification results corresponding to 8-bit grey level is presented in Fig.4(i) while the same for the 10-bit grey level is shown in Fig 4(ii) respectively. Both the X and Y-axis labels are expressed in nm unit. ...