OPTICAL SCATTEROMETRY OF SUBWAVELENGTH DIFFRACTION GRATINGS - NEURAL-NETWORK APPROACH

Optical scatterometry is a method for the on-line measurement of the g eometry of a diffraction grating; which is deduced from diffraction-pa ttern data. We demonstrate the use of a neural network as a promising method for performing an accurate quantitative characterization of the geometry. As an example, we show the deduction of the geometry of a g rating with subwavelength grooves with a ms accuracy of 1.9 for the sl ope of the groove walls, 0.7 nm for the linewidth, and 1.0 nm for the groove depth. (C) 1998 Optical Society of America.