斯坦福大学Electrical Engineering+ 查看更多
斯坦福大学
Electrical Engineering
+ 查看更多
- 该专业适合拥有电气工程,物理学、数学或相关科学以及工程学位的学生
- 该学位开设有以下子领域:电路、软件和硬件系统、通信和网络、物理技术和科学,以及信号处理、控制和优化等
- 电气工程硕士学位课程以授课为基础,学校配备大量选修课,学生可以根据自己需要,定制适合自己职业发展的课程
项目时长:1.5—2年全日制
项目授课地点:美国 加州 旧金山
申请要求
申请流程
|
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 |
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