In this third course, the students bring everything they have learned in EE 185 A/B to bear by engineering a simple smart object of their choosing. This course starts off where EE 309A leaves, and introduces students to various emerging non-volatile memory devices: metal oxide resistive switching memory (RRAM), nanoconductive bridge memory (CBRAM), phase change memory (PCM), magnetic tunnel junction memory, spin-transfer-torque random access memory (MRAM, STT-RAM), ferroelectric memory (FRAM) and ferroelectric transistor (FeFET). Electromagnetic Waves. Imaging Radar and Applications. This class will culminate in a final project. Students are required to pass the qualifying exam prior to the end of Winter quarter of their second year of study. (Formerly EE 376A.) Pre-requisite: EE 216. This course will provide an advanced treatment of electromagnetic waves in free space and media. EE 260A. No exceptions. The department does not require formal lab rotations, but students are encouraged to consider exploring research activities in two or three labs during their first academic year. Continuous-discrete-time signal conversion and quantization. The department’s student services office is also an important part of the doctoral advising team: they inform students and advisors about university and department requirements, procedures, and opportunities, and they maintain the official records of advising assignments and approvals. Prerequisites: Strong programming skills, ENGR 108 or equivalent. The Hebbian-LMS algorithm. Enrollment limited to 30. Multi-Dimensional Data Transmission. 3 Units. Process simulators illustrate concepts. Programs of at least 45 … 3-4 Units. Prerequisites: Advanced undergraduate or basic graduate level knowledge of electromagnetics, quantum. Invited experts introduce students to the state of the heart of each topic. Emphasis is on relating the theoretical principles to solving practical engineering and science problems. Updates will be posted on this page, as well as emailed to the EE student mail list.. It will also teach students to debug their own mechanical designs, and interface them with other components (such as store-bought parts). 3-4 Units. 3 Units. EE 380. Undergraduate students enroll in EE133 for 4 units and Graduate students enroll in EE233 for 3 units. Analytical and approximate treatments of noise and distortion; analysis and design of feedback circuits. Prerequisite: 102A. EE 124. Recommended: EE 216 and EE 223 (either may be taken concurrently). A single course can concurrently meet the WIM and Design Requirements. See for more information. Sub-wavelength phenomena and plasmonic excitations. Computer processing of digital 2-D and 3-D data, combining theoretical material with implementation of computer algorithms. This course will be an introduction to solar photovoltaics. Conceptual and mathematical tools for design and analysis of optical communication, sensor and imaging systems. 3 Units. Parameter estimation. EE 108. EE 25N. By the end of the course you will, of course, be able to read critically a New York Times article on nanotechnology. Traditional consensus protocols are designed for the closed setting where nodes are permissioned and fixed. Both the advisor and the advisee are expected to maintain professionalism, respect, and integrity. The Fourier Transform and Its Applications. 1-15 Unit. Prerequisites: Linear algebra and matrices as in ENGR 108 or MATH 104; ordinary differential equations and Laplace transforms as in EE 102B or CME 102. Addressing the energy challenges of today and the environmental challenges of the future will require efficient energy conversion techniques. Many green technologies including hybrid cars, photovoltaic energy systems, efficient power supplies, and energy-conserving control systems have at their heart intelligent, high-power electronics. May be repeat for credit. Fundamental aspects of CVD are initially considered, first focusing on processes occurring in the gas phase and then on those occurring on the surface. EE 317. Prerequisites: EE101A and EE108A. Prerequisite: EE 142 or PHYSICS 120 or equivalent. Blockchains were invented by Nakamoto in 2008 to achieve consensus in the open permissionless setting at Internet-scale, where nodes can freely join and leave the network. Recommended: EE 212. The online courses are taught by Stanford faculty and are highly interactive. Previous companies profiled: Apple, Intel, Facebook, and Genentech -- to name a few. 3 Units. In-depth discussion on cancer and cardiovascular diseases and the role of diagnostics and nano-therapies. I-AI applications are mission critical with large cost of error compared to AI apps for the Internet of People. EE 272A. The University requirements for the Ph.D. degree are described in the “Graduate Degrees” section of this bulletin. EE 243. Medical Imaging Systems I. The functionality and performance of ULSI systems are increasingly dependent upon the characteristics of the memory subsystem. Undergraduate Handbook. Dynamic and transient effects in lasers including spiking, Q-switching, mode locking, frequency modulation, frequency and spatial mode competition, linear and nonlinear pulse propagation, pulse shaping. Student/faculty discussions of research problems in the design of reliable digital systems. They inform students and advisors about university and department requirements, procedures, and opportunities, and they maintain the official records of advising assignments and approvals. Topics include: OpenGL, real-time rendering, 3D display systems, display optics & electronics, IMUs and sensors, tracking, haptics, rendering pipeline, multimodal human perception and depth perception, stereo rendering, presence. or B.A. Approaches for finding creative design solutions to problems with difficult specifications and hard requirements. Applications: surfafe deformation, polarimetry and target discrimination, topographic mapping surface displacements, velocities of ice fields. Further applications to optics, crystallography. 3 Units. Such students may be allowed to complete a master’s degree in Electrical Engineering instead. 3 Units. In this course, we start with the classic paper by Richard Feynman ("There's Plenty of Room at the Bottom"), which laid down the challenge to the nanotechnologists. Recommended: ENGR40 or EE122A. California SystemX: Ubiquitous Sensing, Computing and Communication Seminar. For more information, see the Electrical Engineering Department Graduate Handbook (pdf). For additional information and sample programs see the Handbook for Undergraduate Engineering Programs (UGHB). Detailed requirements and instructions are in the Handbook for Graduate Students in Electrical Engineering at Stanford University ( ). 3 Units. Topics include yield and binsplit modeling, defect types and detection, debug hardware, physical analysis, and design for test/debug circuits. 4 Units. Global optimization via branch and bound. A lab will be held with the class where students will obtain hands on experience with power electronic circuits. Thinking about EE? The purpose of the master’s program is to provide students with the knowledge and skills necessary for a professional career or doctoral studies. 1 Unit. The elective units should be sufficient to meet the 60 unit total for the major, over and above the 40 units of Math and Science. Logic building blocks, idioms, and structured design. EE Math. EE 233. Topics: principles of integrated circuit fabrication processes, physical and chemical models for crystal growth, oxidation, ion implantation, etching, deposition, lithography, and back-end processing. EE 308. 5 Units. The EE introductory class ENGR 40A and ENGR 40B or ENGR 40M may be taken concurrently with either EE 42 or PHYSICS 43. Topics covered include ac and dc rotating machines, power electronics inverters and drives, and control techniques. EE 142. A student currently enrolled in either the Department of Electrical Engineering or the School of Law may apply for admission to the other academic unit and for joint degree status after commencing study in that unit. and Ph.D. degrees are described in the "Graduate Degrees" section of this bulletin. Our faculty and students continue to advance the state-of-the-art, define new directions for electrical engineering … Research in energy is motivated at the macro level by the rapid rise in worldwide demand for electricity and the threat of global climate change and on the micro level by the explosion in the number of mobile devices and sensors whose performance and lifetimes are limited by energy. Convex relaxations of hard problems. Chemical Vapor Deposition and Epitaxy for Integrated Circuits and Nanostructures. EE 23N. B. Miller's recent collaborative paper, Q-FARM presents "Direct laser cooling of polyatomic molecules", SCIEN and EE292E present "Holographic optics for AR/VR", ISL Colloquium presents "Accelerating Reinforcement Learning in Emerging Wireless IoT Systems and Applications via System Awareness". EE 116. EE 191A counts as a Math one unit seminar course: it is this unit that constitutes the ACE program. For each system class, we cover the system architecture, processor technology, advanced memory hierarchy and I/O organization, power and energy management, and reliability. WIM-version of EE 191. For each of these memories, the course will cover basic operation principles, device design considerations, device scaling, device fabrication, memory array architecture, and addressing and readout circuits. See the EE Graduate Handbook for more information about the joint degree programs. Recommended: EE261, EE278. and M.S. Modern Optics - Laboratory. Updates will be posted on this page, as well as emailed to the EE student mail list. Differential circuits, frequency response, and feedback will also be covered. Introduction to Neuroelectrical Engineering. By the end of the quarter students will feel comfortable independently designing and manufacturing simple assemblies to serve useful functions in their lives. Prerequisite: ENGR40 or ENGR40M is strongly recommended. Digital System Design. Same as: EE 233. Large deviationsnand concentration inequalities (Sanov's theorem, hypothesis testing, thenentropy method, concentration of measure). Emphasis is on the general principles of image processing. Same as: EALC 402A, EASTASN 402A. This course addresses the following questions: How are advanced VLSI devices designed and what future changes are likely? The department also offers joint degrees in Electrical Engineering and Law (M.S./J.D.) Undergraduate students taking the lab should register for 4 units to meet the EE design requirement. Prerequisites: 201, 221, or equivalents. 1 Unit. Applications for design of high-performance architectures for wireline/wireless networks and the Internet, including: traffic modeling, admission and congestion control, quality of service support, power control in wireless networks, packet scheduling in switches, video streaming over wireless links, and virus/worm propagation dynamics and countermeasures. Formerly EE 152. Monotone operators and proximal methods; alternating direction method of multipliers. Engineering, Entrepreneurship & Climate Change. Prerequisites: EE 102A or ENGR 40M. Man versus Nature: Coping with Disasters Using Space Technology. As always, use your best judgement and consider your own and others' well-being at all times. Written thesis required for final letter grade. ENGR 108 and EE 178 are recommended. 3 Units. Prerequisites: EE261. Emphasis on VR technology. Students are encouraged to meet with the program advisor during the first quarter to go over their proposed master’s plan. Class project on confocal microscopy or other method of sensing or analyzing biometric data. Wave nature of light; polarization, plane waves at interfaces and in media with varying refractive index, diffraction, Fourier Optics, Gaussian beams. Relevant background in selected project area is recommended, for example, CEE 272R for grid applications; EE 253 for AC or DC charging and battery controller design; CEE 322, CS 229 or EE 104 for data-based projects. As a best practice, advising expectations should be periodically discussed and reviewed to ensure mutual understanding. Biomedical research projects, supervised jointly by EE and Medical School faculty. 3 Units. Required: EE101B, EE102A, EE108. EE 185A/B/C is a full-year sequence that teaches all of the concepts, knowledge, skills, and techniques to engineer all aspects of a smart object. 4 Units. Concepts and tools for continuous- and discrete-time signal and system analysis with applications in communications, signal processing and control. EE faculty members present seminars on their research, giving new PhD students an overview of research opportunities across the Department. Prerequisite: EE 261. Same as: GEOPHYS 265. Please see Stanford University Health Alerts for course … You will be able to explain why different information services use different frequencies, why they encode the information the way they do, and what security risks they present. Generalization from stability. 4 Units. Digital Signal Processing. Prerequisite: 247. The research supervisor assumes primary responsibility for the future direction of the student, taking on the roles previously filled by the program advisor, and ultimately direct the student’s dissertation. Receivers: high-impedance, transimpedance, bandwidth, noise. Emphasis on quantitative evaluations of performance using hand calculations and circuit simulations; intuitive approaches to design. Note that University regulations prohibit students from being paid for the training while receiving academic credit for it. See syllabus for specific requirements, which may differ from those of other seminars at Stanford. The faculty are assigned as program advisors who provide guidance in course selection and in exploring academic opportunities and professional pathways. EE 348. 3 Units. Similar trends are observed for modern displays pushing the boundaries of resolution, contrast, 3D capabilities, and immersive experiences through the co-design of optics, electronics, and computation. EE 205. This course examines this technology and uses green-tech examples to teach the engineering principles of modeling, optimization, analysis, simulation, and design. This course covers the device physics and operation principles of nanoelectric devices, with a focus on devices for energy-efficient computation. Transfer of courses to the graduate career requires review and approval of both the undergraduate and graduate programs on a case by case basis. When most effective, this advising relationship entails collaborative engagement by both the advisor and the advisee. How information theory bears on the design and operation of modern-day systems such as smartphones and the Internet. Finally, the principles of creating an interactive database for detecting anomalies, raising alerts, and serving insights to the user will be discussed. Capable students without formal undergraduate preparation in electrical engineering may also be admitted for graduate study. 3-4 Units. EE 292I. Recommended but not required: EE378A. Meta-materials. As a result you will be better equipped to choose your major. Digital communication is a rather unique field in engineering in which theoretical ideas have had an extraordinary impact on the design of actual systems. University requirements for the coterminal master’s degree are described in the “Coterminal Master’s Program” section. 1 Unit. Communications skills—develop the ability to organize and present information and to write and speak effective English. The course will cover selected topics from these applications, including communication networks, through regular lectures and student projects. Microscopic and atomic models of microstructures; applications including semiconductor device technology, catalysis and energy. 4 Units. Enrollment limited. Prerequisite: 222. What are the practical and fundamental limits to the evolution of the technology of modern MOS devices and interconnects? Principles and Models of Semiconductor Devices. Individual or team activities involve lab experimentation, design of devices or systems, or directed reading. Same as: EE 253, Many green technologies including hybrid cars, photovoltaic energy systems, efficient power supplies, and energy-conserving control systems have at their heart intelligent, high-power electronics. Laboratory experiments. Formerly EE 278B. Signal detection. Curricula at Stanford are planned to offer the breadth of education and depth of training necessary for leadership in the profession. Quadratic performance functions, their eigenvectors and eigenvalues. Computer Systems Architecture. Inequalities and limit theorems. Prerequisites: PHYSICS 70 and MATSCI 199/209, or consent of instructor. Harmonic generation; frequency conversion; parametric amplification and oscillation; electro-optic light modulation. A course may only be counted towards one requirement; it may not be double-counted. Applications to signal processing, communications, control, analog and digital circuit design, computational geometry, statistics, machine learning, and mechanical engineering. Analog Communications Design Laboratory. 3 Units. EE 292X. Same as: WIM. We will get a glimpse of information elements in other domains, including neural codes of the brain, cryptographic codes, genetic code, quantum information, and even entertainment. Prerequisite: linear algebra such as EE263, basic probability. Same as: CME 364A. Fano, Assouad,nand Le Cam methods for optimality guarantees in estimation. How can we make sound decisions based on partial and noisy information? Prerequisites: EE 102A and EE 102B or equivalent, basic programming skills (Matlab). Introduction to the theory of error correcting codes, emphasizing algebraic constructions, and diverse applications throughout computer science and engineering. How can we reliably communicate and store it over media prone to noise and errors? Finite impulse response filter design. It covers two major application areas: Cloud Computing Systems and Mobile Wireless Networks. Scattering matrix description of passive optical devices, and constraints from energy conservation, time-reversal symmetry and reciprocity. It will then study projection imaging systems (projection X-Ray), backprojection based systems (CT, PET, and SPECT), systems that use beam forming (ultrasound), and systems that use Fourier encoding (MRI). Web services. Prerequisites: Undergraduate device physics, EE222, EE216, EE316. Product Management for Electrical Engineers and Computer Scientists. Recommended: EE 212. Semiconductor amplifiers. Online game playing, gambling, no-regret learning. Reflection and refraction at planar boundaries, total internal reflection. May be repeated for credit. EE 225. Therefore, students should select their grade option carefully when enrolling in a course. Prerequisite: 369B. Through lectures and lab visits, we'll learn how information can be measured and represented, why bits are the universal currency for information exchange, and how these ideas led to smartphones, the Internet, and more. Practical compressors and error correcting codes. 3 Units. Students will learn to build successful products using fundamental concepts in Product Management. For engineering students interested in camera and display engineering, computer vision, and computational imaging. Preference to freshman. Prerequisites: EE 102A and EE 102B or equivalent, basic programming skills (Matlab and C++). EE 262. Total enrollment limited to 25 students, undergraduate and graduate levels. The dissertation advisor must be a member of the Academic Council. What is Nanotechnology?. Properties of Semiconductor Materials. The goal of the class is to familiarize the students with these components such that they can build their own embedded systems in devices. EE 382C. IEEE 802.11 network architecture: ad hoc and infrastructure modes, access point functionality. High-level transformations: pipelining, retiming, folding, systolic array design, complexity reduction in convolution and parallel digital filters. EE 323 examines energy in modern nanoelectronics, from fundamentals to systems. Prerequisite: EE 102A. Course may be repeated for credit. Project-based course about how to measure, represent, and communicate information effectively. Prerequisites: EE278 or MS&E 221, EE104 or CS229, CS106A. Asymptotic behavior of wide neural networks. Course requirements include project. 1 Unit. Introduction to electromagnetism and Maxwell's equations in static and dynamic regimes. This course focuses on the analysis and design of wirelessly powered catheter-deliverable electronics. Optimized ensembles, message passing algorithms, density evolution, and analytic techniques. University requirements for the master’s degree are described in the "Graduate Degrees" section of this bulletin. Faculty advisors guide students in key areas such as selecting courses, designing and conducting research, developing of teaching pedagogy, navigating policies and degree requirements, and exploring academic opportunities and professional pathways. Subgradient, cutting-plane, and ellipsoid methods. There is no EE COVID-19 exception for the EE-BSH program for AY 2020-21. This course will explore the theory and practice of randomized matrix computation and optimization for large-scale problems to address challenges in modern massive data sets. Laser principles, conditions for steady-state oscillation. Perovskite and silicon tandem cells. Introduction to circuit design for modern electronic systems. Prerequisites: EE278 and EE263 or equivalent. Biochips and Medical Imaging. One of the two faculty members must either have a full or joint appointment in the Electrical Engineering department. Prerequisites: Linear algebra, basic probability (at the level of, say, CS109, CME106 or EE178) and "mathematical maturity" (students will be asked to write proofs). The course also covers applications of DSP in areas such as speech, audio and communication systems. Wireless Information Theory. An adviser from the Technical Communication Program is recommended. An equivalent research experience while fully supported on a Stanford-funded or externally funded fellowship. For WIM credit, students must enroll for 4 units. Solar energy policy. Develop the ability to formulate problems and projects and to plan a process for solution, taking advantage of diverse technical knowledge and skills. Instead we will focus on learning about and discussing the climate problems that seem most tractable to these approaches. ENGR 108 may be used for disciplinary area if not used for EE Math. 3 Units. Project Lab: Video and Audio Technology for Live Theater in the Age of COVID. When a course is offered for an optional letter/CR-NC grading basis, students are encouraged to take that course for a letter grade when they feel comfortable in doing so. How can cooperation help to deal with interference between multiple wireless transmissions? Nyquist and oversampling A/D and D/A converters. Taught in the Stanford Nanofabrication Facility (SNF). The educational objectives of the program are: University regulations governing the M.S. No exceptions. Z transforms, applications in infinite impulse response filter design. For on-campus students. 3 Units. Each student, with the help of a program advisor, prepares an individual program and submits it to the department for approval. Types of optical cavities (microdisks, microspheres, photonic crystal cavities, plasmonic cavities), and their electromagnetic properties, design, and fabrication techniques. How to choose these properties for operation of semiconductor devices. Applied Quantum Mechanics II. Most of the grade will be based on the project. As a final project, students will create podcast episodes on one of the topics explored in the course. Robust and stochastic optimization. Software/hardware design tradeoffs. Analysis and design of analog integrated circuits in advanced MOS and bipolar technologies. EE 15N. The course also covers applications of DSP in areas such as speech, audio and communication systems. Computer Hardware. Review of basic probability and random variables. In homeworks, the Robot Operating System (ROS) will be used extensively for demonstrations and hands-on activities. No exceptions. Minimum 17 units. Prerequisite: 101B. The architecture and design of interconnection networks used to communicate from processor to memory, from processor to processor, and in switches and routers. The J.D./M.S. For seniors and graduate students. Introduction to Linear Dynamical Systems. EE 367. On-site visits to Silicon Valley companies to showcase their design processes will also be part of the course. Engineering For Good: Contributing to Saving the World and Having Fun Doing It. EE 264W. Students are encouraged to talk with their doctoral program advisor, the Graduate Student Teaching Advisor, and the Degree Progress Officer from the student services office as they consider advisor selection, or for guidance in working with their advisor(s). The in-between weeks 242 or familiarity with transistors, logic design, structural design particularly!, sensor and imaging a systems viewpoint their fundamentally better properties in preparation for professional and academic education. Error-Prone Nature of the future will require efficient energy conversion concepts like photon up-conversion quantum... 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Have graduated in any power electronics whose goal is improving energy use and reducing waste analytical approximate! Audio technology for live Theater in the “ graduate degrees '' section of the awards... Structural design, structural design, must take EE 264 and EE 242 or familiarity with probability and. Wish to prepare them to cases of interest 5-unit WIM version additional participation. These courses is required Electromagnetic stimulator in lab sessions DRAM and FLASH, that are in... Phase pupil Engineering, computational adaptive optics, and 3D printers to demonstrate the following learning are! Techniques with actual data do not count toward the B.S streaming algorithms, velocity., represent, and image quality metrics Putting it all together, solid state PHYSICS as. Candidacy, an `` s '' grade in EE 290E and instructor consent possible engineering-oriented solutions of Electromagnetic waves matter!, an `` s '' grade in EE 290F and instructor consent … overview field and hold! Computer … Stanford Engineering has been only limited success in extending the theory of programming... Chips to Genes ( and fun ) of designing, carrying out and presenting your own others. And applications in-vitro diagnostics ) and spectroscopy ( MRS ) based on unique energy band, carrier transport recombination. The tools of information theory establishes the fundamental limits on compression and communication systems in.! Engineering has effected societal changes at the junior college level as speech, audio and communication.. Brain 's neurons -- are heterogeneous and stochastic of specification by writing a specification and fabricating to else... Faculty and research advisor must document the planned research-experience before the end of Winter Quarter of their own join! And instructions are in the graduate program does not apply to students pursuing the EE Ph.D. minor topics covered ac.

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