This course introduces concepts, techniques, and algorithms from artificial intelligence and machine learning, such as classification, regression, support vector machines, decision trees, neural networks, and deep neural networks. The application of these techniques to solve practical problems on computing and embedded systems is a focus of this course. Project assignments are used to reinforce concepts learned in lectures.

This course provides an overview of the core design principles used in the holistic design of low power embedded computing systems. Modern embedded system design use co-design of both hardware and software subsystems to achieve energy efficiency. The content of this class builds on foundational ECE courses in circuits, low level software design, machine learning, and signal processing. Prior courses in in at least one of these areas is recommended as a prerequisite.

Embedded systems sense, actuate, compute, and communicate. They are often used for safety critical applications in healthcare, transportation, and industrial controls. Informal methods of hacking together embedded systems are at odds with the criticality of these applications. This course will introduce recent developments toward more rigorous modeling and verification of embedded and cyber-physical systems.

E&C ENG 499Y is Part 1 of the senior honors thesis or project in ECE, to be followed in the spring by Part 2 (E&C ENG 499T for thesis or ECE 499P for project). Individual student research is directly contracted with the faculty chairs who supervise the work. In addition, all 499Y students participate in a common thesis/project seminar that addresses research-related communication and other aspects of the research process in a seminar/workshop format.

E&C ENG 499T is Part 2 of the senior honors thesis in ECE, preceded in the fall by Part 1 (E&C ENG 499Y). Individual student research is directly contracted with the faculty chairs who supervise the work. In addition, all 499T and 499P students participate in a common thesis/project seminar that supports development of the 499T thesis research and document. Honors Thesis expectations are high.

E&C ENG 499T is Part 2 of the senior honors thesis in ECE, preceded in the fall by Part 1 (E&C ENG 499Y). Individual student research is directly contracted with the faculty chairs who supervise the work. In addition, all 499T and 499P students participate in a common thesis/project seminar that supports development of the 499T thesis research and document. Honors Thesis expectations are high.

E&C ENG 499T is Part 2 of the senior honors thesis in ECE, preceded in the fall by Part 1 (E&C ENG 499Y). Individual student research is directly contracted with the faculty chairs who supervise the work. In addition, all 499T and 499P students participate in a common thesis/project seminar that supports development of the 499T thesis research and document. Honors Thesis expectations are high.

E&C ENG 499T is Part 2 of the senior honors thesis in ECE, preceded in the fall by Part 1 (E&C ENG 499Y). Individual student research is directly contracted with the faculty chairs who supervise the work. In addition, all 499T and 499P students participate in a common thesis/project seminar that supports development of the 499T thesis research and document. Honors Thesis expectations are high.

E&C ENG 499T is Part 2 of the senior honors thesis in ECE, preceded in the fall by Part 1 (E&C ENG 499Y). Individual student research is directly contracted with the faculty chairs who supervise the work. In addition, all 499T and 499P students participate in a common thesis/project seminar that supports development of the 499T thesis research and document. Honors Thesis expectations are high.

E&C ENG 499T is Part 2 of the senior honors thesis in ECE, preceded in the fall by Part 1 (E&C ENG 499Y). Individual student research is directly contracted with the faculty chairs who supervise the work. In addition, all 499T and 499P students participate in a common thesis/project seminar that supports development of the 499T thesis research and document. Honors Thesis expectations are high.