Learning Enhanced Diagnosis of Logic Circuit Failures

Orally defended my PhD thesis today!

Thesis committee: Prof. Andrzej Strojwas, Prof. Shawn Blanton, Prof. Diana Marculescu, Dr. Enamul Amyeen, Dr. Yan Pan

Summary: I have developed a logic diagnosis methodology that effectively diagnoses and classifies multiple defects in integrated circuits. In my thesis, I have proposed and demonstrated, for the first time, the use of machine learning to successfully pinpoint location and behavior of a defect.

CMU Proquest

Left to right: Prof. Andrzej Strojwas, Soumya Mittal, Prof. Shawn Blanton, Prof. Diana Marculescu (Enamul and Yan participated virtually)

Updated: