ECE540
Download as PDF
ECE540 - Quantum Sensing and Quantum Machine Learning
Course ID
042501
Course Description
The course starts with a review of the basic principles of quantum mechanics and quantum information processing from perspective of detection and estimation. This is aimed to both reinforce prior learning and make course self-contained. We then introduce the results from classical detection and estimation is centered on applications to radar. This is followed by the study of quantum detection and estimation, with particular focus on quantum radar proposals and their limitations. Finally, after introduction to the fundamentals of classical machine learning, course concludes with the study of quantum machine learning.
Min Units
3
Max Units
3
Repeatable for Credit
No
Grading Basis
GRD - Regular Grades A, B, C, D, E
Career
Graduate
Course Requisites
May be convened with
Component
Lecture
Optional Component
No