Electronic Circuits and Energy Systems
- ECE 210: Brain-Inspired Machine Learning
- ECE 221 Advanced Analog Integrated Circuits
- ECE 222 High Speed Low Power Integrated Circuit Design
- ECE 226 CMOS RF Integrated Circuit Design
- ECE 227 Fundamentals of Semiconductor Physics
- ECE 241 Introduction to Feedback Control Systems
- ECE 250 Digital Signal Processing
- ECE 251 Principles of Digital Communication
- ECE 269 Electric Machinery and Control
- ECE 270 Advanced Power Electronics
- ECE 273 High-Speed Digital Design (Pending)
- ECE 275 Energy Market, Policy, and Modeling
- ECE 279 Optimization and Control for Electric Power Systems
- ECE 293 Advanced Topics in Electrical Engineering: Electric Motor Drives
- ECE 293 Advanced Topics in Electrical Engineering: Advanced Machines and Drives
- ECE 293 Advanced Topics in Electrical Engineering: Devices and Instrumentation for Molecular Imaging
- ECE 293 Advanced Topics in Electrical Engineering: Agriculture Technology
Photonics and Electronic Devices
- ECE 201 Introduction to Nanotechnology
- ECE 204 Bio-Electronics and Bio-Instrumentations
- ECE 205 Fundamentals of Nanoelectronics
- ECE 207 Nanomaterials and Nanometer-scale Devices
- ECE 220 Introduction to Imaging Instrumentation: Physics, Engineering, and Application
- ECE 221 Advanced Analog Integrated Circuits
- ECE 222 High Speed Low Power Integrated Circuit Design
- ECE 224 Device Electronics
- ECE 225 Semiconductor Processing and Bandgap Engineering
- ECE 226 CMOS RF Integrated Circuit Design
- ECE 227 Fundamentals of Semiconductor Physics
- ECE228 Engineering of Thin Film Deposition
- ECE 229 Quantum Electronics
- ECE 230 Optical Fiber Communication
- ECE 231 Optical Electronics
- ECE 232 Integrated Biophotonics
- ECE 236 Optics and Microscopy
- ECE 237 Image Processing and Reconstruction
- ECE 293 Advanced Topics in Electrical Engineering: Devices and Instrumentation for Molecular Imaging
- ECE 293 Advanced Topics in Electrical Engineering: Optics, Imaging, and Image Processing
- CHEM 261 Foundations of Spectroscopy
- PHYS 212 Electromagnetism I
Robotics, Controls, and Cyber-Physical Systems
- ECE 210: Brain-Inspired Machine Learning
- ECE 215 Models of Robotic Manipulation
- ECE 216 Bio-inspired Locomotion
- ECE 218 Mechatronics
- ECE 218L Mechatronics Laboratory
- ECE 240 Introduction to Linear Dynamical Systems
- ECE 241 Introduction to Feedback Control Systems
- ECE 242 Applied Feedback Control
- ECE 243 System Identification
- ECE 244 Digital Control
- ECE 245 Estimation and Introduction of Control Stochastic Processes
- ECE 246 Hybrid Dynamical Systems
- ECE 249 Introduction to Cyber-physical Systems
- ECE 263 Small-Scale UAV Theory and Practice
- ECE 279 Optimization and Control for Electric Power Systems
- ECE 293 Advanced Topics in Electrical Engineering: Machine Learning for Algorithms for Engineering Applications
- ECE 293 Advanced Topics in Electrical Engineering: Agriculture Technology
- AM 214 Applied Dynamical Systems
- AM 216 Stochastic Differential Equations
- AM 229 Convex Optimization
- AM 230 Numerical Optimization
- AM 231 Nonlinear Control Theory
- AM 232 Applied Optimal Control
- AM 238 Fundamentals of Uncertainty Quantification in Computational Science and Engineering
Signals, Image Processing, and Communications
- ECE 210: Brain-Inspired Machine Learning
- ECE 220 Introduction to Imaging Instrumentation: Physics, Engineering, and Application
- ECE 237 Image Processing and Reconstruction
- ECE 241 Introduction to Feedback Control Systems
- ECE 250 Digital Signal Processing
- ECE 251 Principles of Digital Communication
- ECE 252 Wireless Communications
- ECE 253 Introduction to Information Theory
- ECE 254 Radar, Synthetic Aperature Radar, and ISAR
- ECE 255 Error-Control Coding
- ECE 256 Statistical Signal Processing
- ECE 293 Advanced Topics in Electrical Engineering: Machine Learning for Algorithms for Engineering Applications
- ECE 293 Advanced Topics in Electrical Engineering: Agriculture Technology
- ECE 293 Advanced Topics in Electrical Engineering: Optics, Imaging, and Image Processing
- CSE 276 Optimization Theory and Applications
- CSE 277 Random Process Models in Engineering
Course Requirements
Ph.D. students are required to take 55 credits which must consist of:
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At least 20 credits in one of the four core areas.
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At least 30 of the total 55 credits must be satisfied through ECE graduate courses.
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At most 10 credits of independent study (ECE 297, ECE 299) will be counted toward ECE course requirements.
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A combined total of 5 credits from ECE 290 and/or ECE 291 are mandatory, but no more than 5 credits from these two courses can be counted toward degree requirements.
Total credits required for the Ph.D. degree is 55.
The 30 credits of ECE graduate courses can include courses from the core areas only if they are ECE graduate courses. Graduate courses offered by other departments and approved for the core areas are not counted as ECE graduate courses.
* For students already holding a Master of Science in Electrical Engineering (M.S.E.E.) or equivalent degree, at most 20 credits of transfer credit may be granted for equivalent coursework performed at the students’ M.S. granting institution. Credit transfer is subject to approval by the instructor of the equivalent UCSC course and the electrical and computer engineering graduate director.
Preliminary Examination Requirements
At the end of the first year (i.e., no later than the fall quarter in the following year after their entry), students admitted to the Ph.D. program must satisfy the requirements of the preliminary examination to continue in the Ph.D. program. This examination is as follows:
- Pass three preliminary exams in your chosen core area.
- Pass one additional preliminary examination from a different core area.
Qualifying Exam
This oral examination is a defense of the student’s thesis prospectus and a test of the student’s knowledge in advanced technical areas of relevance to the dissertation topic. This oral examination consists of a seminar-style talk before the examining committee, where the student describes the thesis prospectus, followed by questions from the committee on the substance of the talk and the areas of presumed expertise of the student. The examination, taken typically in the third year of Ph.D. study, is administered by a Ph.D. qualifying examination committee, consisting of at least four examiners. The composition of the committee must be approved by the graduate director and the dean of graduate studies whereupon the student and the committee are notified.
If the student does not pass the qualifying examination, the student may be asked to complete additional coursework, or other research-related work, before retaking the examination. The student may be allowed to retake the qualifying examination once, and the composition of the examining committee will remain the same for the second try. Students who fail the qualifying examination twice may be dismissed from the Ph.D. program.
Ph.D. students who have not advanced to candidacy by the end of the third year may be recommended for academic probation.
Additional information on the qualifying exam process, including links to required forms, can be found on the Advancement to Candidacy web page.
Advancement to Candidacy Requirements
Advancement to candidacy requires that the student:
- pass the preliminary examinations;
- complete all course requirements prior to taking the qualifying examination;
- clear all Incomplete grades from the student’s record;
- pass the qualifying examination; and
- appoint a Ph.D. dissertation reading committee.
NOTE: This is an abbreviated version of the program requirements. Please review the Program Statement for a full explanation of all program requirements.
Comprehensive Exam Track
M.S. students are required to take 45 credits, which must consist of:
- At least 15 credits from one of the four core areas defined above.
- At least 25 credits of the total 45 credits must be satisfied through ECE graduate courses*.
- At most 5 credits of ECE 290 and ECE 291 can be counted toward the ECE course requirements. A combined total of 5 credits from ECE 290 and/or ECE 291 are mandatory.
Total credits required for the M.S. degree is 45.
*The 25 credits of EE graduate courses can include courses from the core areas only if they are ECE graduate courses. Graduate courses offered by other departments and approved for the core areas are not counted as ECE graduate courses.
Note that each graduate course satisfying the above requirements typically covers 5 credits. Independent study credits do not count toward the degree requirements for students in the comprehensive examination track.
Each student in the comprehensive examination track must pass the comprehensive examination. Students may not take the comprehensive exam in the same subject more than twice, and may attempt a maximum of six subjects.
Comprehensive Examination
At the end of each quarter, students will have the opportunity to take the sections of the comprehensive exam relevant to the EE graduate courses offered that quarter that are approved for the core areas as outlined above. The comprehensive exam will focus on fundamental material related to the subject matter of the course and will be offered, in most cases, on Friday of finals week. The results of these exam sections, when integrated together, will comprehensively test the student's mastery of the curriculum. In order to pass the overall comprehensive exam and meet the capstone requirement, a student is required to pass at least three sections of the comprehensive exam in their proposed core area of study. Students may attempt more than one section per quarter. Please note that courses offered by other departments and approved for the core areas are not offered as sections of the comprehensive exam.
Note that the Comprehensive Exam Track is the default option for all M.S. students. Students can select the Thesis Track or the Project Track only if they can find a faculty sponsor to supervise the thesis or project.
Project Track
- At least 15 credits must be satisfied with courses from one of the four core areas defined above.
- At least 25 credits of the total 45 credits must be satisfied through ECE graduate courses*.
- At most 5 credits of independent study (ECE 296, ECE 297, ECE 299) are counted toward the ECE course requirements.
- At most 5 credits of ECE 290 and ECE 291 can be counted toward the ECE course requirements. A combined total of 5 credits from ECE 290 and/or ECE 291 are mandatory.
Total credits required for the M.S. degree is 45.
*The 25 credits of EE graduate courses can include courses from the core areas only if they are ECE graduate courses. Graduate courses offered by other departments and approved for the core areas are not counted as ECE graduate courses.
Note that each graduate course satisfying the above requirements typically covers 5 credits.
Project
Completion of a project report is required for the master’s degree in this track. To fulfill this requirement, the student submits a written proposal to a faculty member, usually by the third academic quarter. By accepting the proposal, the faculty member becomes the project adviser. In consultation with the adviser, the student forms a project reading committee with at least one additional faculty member, each of whom is provided a copy of the proposal. Upon completion of the project, the student submits the report to the project reading committee, and the final project must be accepted by the reading committee before the award of the master of science degree.
Thesis Track
Each student is required to take 45 credits, which must consist of:
- At least 15 credits from one of the four core areas defined above.
- At least 20 credits of the total 45 credits must be satisfied through ECE graduate courses*.
- At most 10 credits of independent study (ECE 297, ECE 299) are counted toward the ECE course requirements.
- At most 5 credits of ECE 290 and ECE 291 can be counted toward the ECE course requirements. A combined total of 5 credits from ECE 290 and/or ECE 291 are mandatory.
Total credits required for the M.S. degree is 45.
*The 20 credits of ECE graduate courses can include courses from the core areas only if they are ECE graduate courses. Graduate courses offered by other departments and approved for the core areas are not counted as ECE graduate courses.
Note that each graduate course satisfying the above requirements typically covers 5 credits.
Thesis
Completion of a master’s thesis is required for the master’s degree in this track. To fulfill this requirement, the student submits a written proposal to a faculty member, usually by the third academic quarter. By accepting the proposal, the faculty member becomes the thesis adviser. In consultation with the adviser, the student forms a master’s thesis reading committee with at least two additional faculty members, each of whom is provided a copy of the proposal. Upon completion of the thesis work, the student presents an expository talk on the thesis research, and the final thesis must be accepted by the master’s thesis reading committee before the award of the master of science degree.
NOTE: This is an abbreviated version of the program requirements. Please review the Program Statement for a full explanation of all program requirements.
- Broad range of basic knowledge in the field of electrical engineering.
- Technical expertise in at least one specific application area relevant to the research.
- Ability to identify a theoretical and/or experimental research topic; Ability to solve theoretical and/or experimental problems.
- Ability to present the research in a competent technical presentation; Ability to communicate with peers about the research.
- Show a high standard of professional and research ethics.
- Ability to recognize a research topic, plan a project, and carry it to completion.