Artificial Intelligence

How can we teach our machines to reason? Researchers in machine learning, signal processing, and information theory develop algorithms and computer-based procedures to mimic human perceptions, thoughts, and actions. By looking at large amounts of data, learning methods are able to extract relevant information from video, photographs, audio, text, ultrasound, medical images, as well as a wide range of sensors and experimental measurements. But what is “information,” and how is it gathered, stored, and processed? ECE researchers tackle these kinds of fundamental questions, applying mathematical reasoning, optimization procedures, and computational tools to engineering challenges. We seek technological solutions to problems in a variety of domains such as communications, medicine, the physical sciences, and the humanities.

Setareh Behroozi

Position title: Assistant Teaching Professor

Grigoris Chrysos

Position title: Assistant Professor

Jeremy Coulson

Position title: Mark and Jenny Brandemuehl Assistant Professor

Azadeh Davoodi

Position title: Associate Chair of Undergraduate Studies and Professor

John Gubner

Position title: Associate Chair for Operations, Professor

Tsung-Wei Huang

Position title: Assistant Professor

Akhilesh Jaiswal

Position title: Assistant Professor

Ramya Korlakai Vinayak

Position title: Dugald C. Jackson Assistant Professor

Kangwook Lee

Position title: Dugald C. Jackson Assistant Professor

Bernard Lesieutre

Position title: Professor

Paul H. Milenkovic

Position title: Associate Professor

Pedro Morgado

Position title: Assistant Professor

Robert Nowak

Position title: Keith and Jane Morgan Nosbusch Professor in Electrical and Computer Engineering, and Grace Wahba Professor of Data Science

Dimitris Papailiopoulos

Position title: Jay and Cynthia Ihlenfeld Associate Professor

Parameswaran (Parmesh) Ramanathan

Position title: Professor and Vilas Distinguished Achievement Professor

Line Roald

Position title: Associate Professor, Grainger Institute Fellow

William Sethares

Position title: Professor

Manish Singh

Position title: Assistant Professor

Andreas Velten

Position title: Assistant Professor