Follow Us On

Five deep learning recipes for the mask-making industry

January 15, 202016:30 - 17:00State of AL and ML - January 2020


Ajay Baranwal

Ajay Baranwal

Director, Center for Deep Learning Electronics Mfg.
  • January 15, 2020
  • 04:30pm - 05:00pm


This talk will show five deep learning recipes for the semiconductor, flat panel display masks and PCB assembly line. 

​Recent deep learning techniques have shown greater promises across industries; semiconductor manufacturing is no different. This talk will review modern relevant advancements in deep learning techniques and discuss how they can be leveraged to accelerate manufacturing problems in the form of five DL recipes including applications for deep autoencoders, U-Net architecture, deep anomaly detection, GANs and ability to build digital twins to create SEM images and optimize Inverse Lithography Technology (ILT).