| 1) Circuits |
| Course Title |
| Electrical Engineering in Biology and Medicine |
| Neuromorphics: Brains in Silicon |
| Fundamentals of Analog Integrated Circuit Design |
| Advanced Analog Integrated Circuit Design |
| Principles and Models of Semiconductor Devices |
| Analog Communications Design Laboratory |
| High-Frequency Circuit Design Laboratory |
| Power Electronics |
| Advanced Topics in Power Electronics |
| Green Electronics |
| Board Level Design (EE 156) |
| Introduction to VLSI Systems |
| Design Projects in VLSI Systems I (previously EE 272A) |
| Design Projects in VLSI Systems II |
| Digital Systems Engineering |
| Battery Systems for Transportation and Grid Services |
| Autonomous Implantable Systems |
| Advanced Circuit Techniques |
| Semiconductor Memory Devices and Circuit Design |
| RF Integrated Circuit Design |
| Analog-Digital Interface Circuits |
| Resonant Converters |
| Magnetics Design in Power Electronics |
| Advanced VLSI Circuit Design |
| Design Projects in VLSI Systems II |
| RF Transceiver Design Laboratory |
|
| 2) Software and Hardware Systems |
| Course Title |
| Artificial Intelligence in Healthcare (same as CS 271) |
| Artificial Intelligence: Principles and Techniques |
| Probabilistic Graphical Models: Principles and Techniques |
| Machine Learning |
| Deep Learning |
| Computer Vision: From 3D Reconstruction to Recognition |
| Convolutional Neural Networks for Visual Recognition |
| Deep Generative Models |
| Advanced Topics in Operating Systems |
| Program Analysis and Optimizations |
| Advanced Topics in Networking |
| Database Systems Principles |
| Mining Massive Data Sets |
| Computer Graphics: Rendering, Geometry, & Image Manipulation |
| Fundamentals of Computer Graphics: Animation & Simulation |
| Introduction to Cryptography |
| Advanced Multi-Core Systems |
| Project in Mining Massive Data Sets |
| Human-Computer Interaction Research |
| Computer Graphics: Geometric Modeling & Processing |
| Computer Graphics: Image Synthesis Techniques |
| Visual Computing Systems |
| Topics in Circuit Complexity |
| Formal Methods for Computer Systems |
| Algebraic Graph Algorithms |
| Theoretical Perspective on Machine Learning |
| Concepts and Algorithms of Scientific and Visual Computing |
| Design Projects in VLSI Systems I (previously EE 272A) |
| Digital Systems Engineering |
| Computer Systems Architecture |
| Introduction to Computer Networks |
| Introduction to Internet of Things |
| Embedded Systems Workshop |
| Machine Learning on Embedded Systems |
| Software Techniques for Emergent Hardware Platforms |
| Design Projects in VLSI Systems II |
| Parallel Processors Beyond Multicore Processing |
| Interconnection Networks |
|
| 3) Communications and Networking |
| Course Title |
| Advanced Topics in Networking |
| Topics in Computer Networks |
| Open Problems in Coding Theory |
| Introduction to Optical Fiber Communications |
| Data Compression: Theory and Applications |
| Information Theory (same as STATS 376A) |
| Introduction to Digital Communication |
| Introduction to Computer Networks |
| Introduction to Internet of Things |
| Advanced Optical Fiber Communications |
| Wireless System Design |
| Wireless Communications |
| Scaling Blockchains |
| Network Information Theory |
| Universal Schemes in Information Theory |
| Wireless Information Theory |
| Digital Communication |
| Interconnection Networks |
| Internet Routing Protocols and Standards |
| Wireless Local and Wide Area Networks |
| Networked Wireless Systems |
| Performance Engineering of Computer Systems & Networks |
| Error Correcting Codes: Theory and Applications |
| Modern Coding Theory |
| Multi-User Data Transmission |
| Queueing and Scheduling in Processing Networks |
|
| 4) Physical Technology and Science |
| Course Title |
| Lasers Laboratory |
| Integrated Circuit Fabrication Processes |
| Principles and Models of Semiconductor Devices |
| Power Semiconductor Devices and Technology |
| Applied Quantum Mechanics I |
| Applied Quantum Mechanics II |
| Biochips and Medical Imaging |
| Photonics Laboratory |
| Analytical Methods in Biotechnology |
| Analytical Methods in Biotechnology II |
| Modern Optics |
| Guided Waves |
| Lasers |
| Solar Energy Conversion |
| Introduction to Fourier Optics |
| Electromagnetic Waves |
| Semiconductor Optoelectronic Devices |
| Introduction to Optical Fiber Communications |
| Antennas |
| Introduction to Radar Remote Sensing |
| Principles of Sensing for Autonomy |
| Three-Dimensional Imaging (same as GEOPHYS 264) |
| 3D+ Imaging Sensors |
| Fundamentals of Energy Processes |
| Autonomous Implantable Systems |
| Semiconductor Memory Devices and Circuit Design |
| Emerging Non-Volatile Memory Devices and Circuit Design |
| Advanced Integrated Circuits Technology |
| Integrated Circuit Fabrication Laboratory |
| Advanced VLSI Devices |
| Special Topics on Wide Bandgap Materials and Devices |
| Advanced Nanoelectronic Devices |
| Energy in Electronics |
| Properties of Semiconductor Materials |
| The Electronic Structure of Surfaces and Interfaces |
| Laser Dynamics |
| Nanophotonics (MATSCI 346) |
| Optical Micro- and Nano-Cavities |
| Introduction to Nonlinear Optics |
| Optical Methods in Engineering Science |
| Advanced Optical Fiber Communications |
| Advanced Topics in Nano-Optics and Plasmonics |
| Energy storage and conversion: Solar Cells, Fuel Cells, Batteries and Supercapacitors |
| Introduction to Micro and Nano Electromechanical Systems |
| Advanced Micro and Nano Fabrication Laboratory |
| Micro/Nano Systems Design and Fabrication |
| MEMS Laboratory II |
| Electronic and Optical Properties of Solids |
| Magnetic materials in nanotechnology, sensing, and energy |
| Advanced Ultrasound Imaging |
|
| 5) Signal Processing, Control and Optimization |
| Course Title |
| Introduction to Optimal Control and Dynamic Optimization |
| Advanced Feedback Control Design |
| Reinforcement Learning |
| Decision Making Under Uncertainty (same as AA 228) |
| Topics in Advanced Robotic Manipulation |
| Introduction to Radar Remote Sensing |
| Principles of Sensing for Autonomy |
| Principles of Robotic Autonomy |
| Principles of Robot Autonomy II |
| The Fourier Transform and Its Applications |
| Three-Dimensional Imaging (GEOPHYS 264) |
| Introduction to Linear Dynamical Systems |
| Digital Signal Processing |
| Virtual Reality |
| Economics of Energy Markets (same as ECON 261) |
| Signal Processing for Machine Learning |
| Large Scale Matrix Computation, Optimization and Learning |
| Reinforcement Learning: Behaviors and Applications |
| Introduction to Statistical Signal Processing |
| 3D+ Imaging Sensors |
| Imaging Radar and Applications |
| Convex Optimization I (same as CME 364A) |
| Convex Optimization II (same as CME 364B) |
| Computational Imaging (CS 448I) |
| Digital Image Processing |
| Medical Imaging Systems I |
| Medical Imaging Systems II |
| Medical Image Reconstruction |
| Adaptive Signal Processing |
| Mathematical Problems in Machine Learning |
| Information Theory and Statistics (same as STATS 311) |
| Statistical Signal Processing |
| Inference, Estimation and Information Processing |
| Information-Theoretic Lower Bounds in Data Science |
| RF Pulse Design for Magnetic Resonance Imaging |
| Introduction to Control Design Techniques |
| Linear Control Systems II |
| Analysis and Control of Nonlinear Systems |
| Linear Programming |
| Optimization |
| Stochastic Systems |
| Stochastic Calculus and Control |
| Reinforcement Learning: Frontiers |
| Dynamic Programming and Stochastic Control |
| Audio Applications of the Fast Fourier Transform (FFT) |
| Perceptual Audio Coding |
| Data, Learning, and Decision-Making |
| Image Systems Engineering |
| Modern Applied Statistics: Learning |
| Modern Applied Statistics: Data Mining |
