Chemical Vapor Deposition and Epitaxy for Integrated Circuits and Nanostructures. Fourier analysis applied to optical imaging. One of the two faculty members must either have a full or joint appointment in the Electrical Engineering department. Curricular Practical Training for Electrical Engineers. 3 Units. Fundamentals of Analog Integrated Circuit Design. System applications: preamplified receiver performance, amplifier chains. Prerequisites: EE276 (Formerly EE376A). All of these produce RF signals you can detect and often decode. Same as: ENERGY 293. Multi-carrier modulation: orthogonal frequency-division multiplexing; capacity of parallel Gaussian channels; comparison of single- and multi-carrier techniques. Electrical Engineering spans a diverse set of intellectual disciplines and applications. The department's doctoral students are active contributors to the advising relationship, proactively seeking academic and professional guidance and taking responsibility for informing themselves of policies and degree requirements for their graduate program. EE 180. Topics include environment models, planning, abstraction, prediction, credit assignment, exploration, and generalization. Undergraduate students taking the lab should register for 4 units to meet the EE design requirement. Prerequisite: CS107 (or equivalent). The new EE COVID-19 grading policy for this year with respect to the Satisfactory (S) and Credit (CR) grades counting toward the EE program requirements are stated below: For a statement of University policy on graduate advising, see the "Graduate Advising" section of this bulletin. EE 185C. Prerequisite: EE 142 or PHYSICS 120 or equivalent. Classification. Signal detection. 3 Units. System architectures: local-area, access, metropolitan-area, long-haul. Prerequisites: EE261. Ph.D. students are initially assigned a program advisor on the basis of the interests expressed in their application. Student and research advisor must document the planned research-experience before the quarter starts and its completion at the end. Students identify their doctoral research/thesis advisor, pass the qualifying exam, and advance to candidacy prior to the end of the second year of study. Emphasis on VR technology. Characterization of performance limitations in the stochastic settting: entropy rate, rate-distortion function, channel capacity, Bayes envelope for prediction, denoising, and filtering. Asymptotic performance versus convergence rate. The class covers physical principles of semiconductors, including silicon and new material discoveries, quantum effects, band theory, operating principles, and device equations. Physical processes of UV and X-ray photoemission spectroscopy, Auger electron spectroscopy, surface EXAFS, low energy electron diffraction, electron/photon stimulated ion desorption, scanning tunneling spectroscopy, ion scattering, energy loss spectroscopy and related imaging methods; and experimental aspects of these surface science techniques. It serves as an introduction to wireless through a series of seminars with invited speakers from both industry and academia. Physical principles of operation of the p-n junction, heterojunction, metal semiconductor contact, bipolar junction transistor, MOS capacitor, MOS and junction field-effect transistors, and related optoelectronic devices such as CCDs, solar cells, LEDs, and detectors. EE 260A. In this course, we will study the design of Resonant converters which are capable of operating at higher frequencies than their 'hard-switch' counterparts. EE 214A. EE 205. Topics: geometrical optics; aberration theory; systems layout; applications such as microscopes, telescopes, optical processors. Curricular Practical Training for Electrical Engineers. Basic principles for endowing mobile autonomous robots with perception, planning, and decision-making capabilities. Lectures/discussions on topics of importance to the electrical engineering professional. Characteristics of wireless communication: multipath, noise, and interference. Design, prototype, build, refine, program, and install a large interactive light sculpture in the Packard Building to celebrate the 125th anniversary of the EE department. Multichannel systems. Emphasis on feedback circuit techniques, design-oriented thinking, and hands-on experience with modern analog building blocks. Prerequisites: Basic knowledge of probability at the level of EE 178. Each week Dr. Field and/or a guest speaker will lead a short warm-up discussion/activity and then deliver a talk in his/her area of expertise. If a student wishes to change their program advisor, they may contact the Degree Progress Officer to initiate the formal process of changing advisor. Practical aspects of circuit implementations are developed; labs involve building and characterization of subsystems as well as integration of a complete radio system and a final project. 3 Units. Same as: CS 232. Topics will focus on current issues including: wiring resistance and how to deal with it, power and Gnd noise and regulation, clock (or asynchronous) system design and how to minimize clocking overhead, high-speed I/O design, energy minimization including leakage control, and structuring your Verilog code to result in high-performance, low energy systems. Speed of convergence. Undergraduate Handbook. Engineering the Micro and Nano Worlds: From Chips to Genes. This year's focus on evolving cloud computing architectures and their impact on the enterprise; big data trends and rise of the third platform; software as a service; wireless and cellular network architectures; mobility and mobile data proliferation; open mobile platforms (e.g. Recommended: EE254, EE278, EE279. We will add an essential ingredient of a Smart Object - connectivity and learn about how this effects system design. Practical aspects of circuit implementations are developed; labs involve building and characterization of subsystems as well as integration of a complete radio system and a final project. The world is increasingly based on wireless communication. ENGR 108 may be used for disciplinary area if not used for EE Math. Continuous-discrete-time signal conversion and quantization. 3-4 Units. Special Studies and Reports in Electrical Engineering. In modern VLSI technologies, device electrical characteristics are sensitive to structural details and therefore to fabrication techniques. 3 Units. Confidence intervals. No prior photovoltaics knowledge is required. High-level transformations: pipelining, retiming, folding, systolic array design, complexity reduction in convolution and parallel digital filters. Superprism effects. Monotone operators and proximal methods; alternating direction method of multipliers. Universal denoising; Denoising from a decision theoretic perspective: nonparametric function estimation, wavelet shrinkage, density estimation; Estimation of mutual information on large alphabets with applications such as boosting the Chow-Liu algorithm. The optional lab section is not available to remote SCPD students. Universal schemes for lossless and lossy compression, channel coding and decoding, prediction, denoising, and filtering. EE 178. Students receive training from faculty or graduate student mentors to prepare them to assist in instruction of Electrical Engineering courses. Such techniques include transforms such as DCT and wavelets, color quantization, blind source (image) separation, edge detection, super-resolution, visual style learning and transfer, digital in-painting, color transforms, level-set analysis, estimation of region statistics, Affine image transforms, and many others. Advancement to candidacy requires superior academic achievement, satisfactory performance on a qualifying examination, and sponsorship by two faculty members. As a best practice, advising expectations should be discussed and reviewed to ensure mutual understanding. 3 Units. Topics: network topology, routing methods, flow control, router microarchitecture, and performance analysis. 3 Units. Topics: action potential generation and propagation, neuro-MEMS and measurement systems, experimental design and statistical data analysis, information encoding and decoding, clinical diagnostic systems, and fully-implantable neural prosthetic systems design. This course provides an introduction to battery systems for transportation and grid services: cell technologies, topology selection, thermal and aging management, safety monitoring, AC and DC charging, and operation control/optimization. EE 327. Students will perform several projects which will involve coding, mathematical/statistical analysis, and explaining the relevance of the work to art scholarship. Practical aspects of IC fabrication including silicon wafer cleaning, photolithography, etching, oxidation, diffusion, ion implantation, chemical vapor deposition, physical sputtering, and electrical testing. The Dirac delta, distributions, and generalized transforms. CMOS logic circuits. Basic concepts of statistical decision theory; Bayes decision theory; HMMs and their state estimation (Forward--backward), Kalman as special case, approximate state estimation (particle filtering, Extended Kalman Filter), unknown parameters; Inference under logarithmic loss, mutual information as a fundamental measure of statistical relevance, properties of mutual information: data processing, chain rules. Specific problems we will study include genome assembly, haplotype phasing, RNA-Seq assembly, RNA-Seq quantification, single cell RNA-seq analysis, multi-omics analysis,nand genome compression. Performance evaluation using computer-aided design tools. Formerly EE231. Student/faculty discussions of research problems in the design of reliable digital systems. Harmonic generation; frequency conversion; parametric amplification and oscillation; electro-optic light modulation. Fundamentals of Analog Integrated Circuit Design. The design of integrated digital systems encompassing both customized software and hardware. On the micro level, we are exploring energy efficient devices, power electronics, system architectures, and network protocols, as well as ways to harvest energy from the environment for wearable devices and the Internet of things. Global optimization via branch and bound. We will use the scientific knowledge to analyze the assumptions and predictions of these classic works. 1-15 Unit. Stanford Computer Science and Electrical Engineering are deeply interrelated disciplines, and numerous faculty members are jointly appointed in the two departments. Undergraduates must take EE 114 for 4 units. EE 169. Students admitted to the Ph.D. program must sign up to take the department qualifying examination. This course will discuss the circuits used to efficiently convert ac power to dc power, dc power from one voltage level to another, and dc power to ac power. Solar cell device physics: electrical and optical. Three- and four-level systems, rate equations, pumping schemes. 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. Analysis techniques based on Fourier transforms and energy/power spectral density will be developed. The next course is this series is EE 309B, which talks about emerging non-volatile memory devices and circuit design. Miniaturization of efficient power converters remain a challenge in power electronics whose goal is improving energy use and reducing waste. ray matrices. Electric and magnetic field energy. This course will introduce you to fundamental signal processing concepts and tools needed to apply machine learning to discrete signals. Prerequisites: EE 276 (or equivalent) or STATS 300A. Comparison of detection techniques: noncoherent, differentially coherent, coherent. 3 Units. Introduction to Linear Dynamical Systems. The compound decision problem. 3 Units. Data Science for High Throughput Sequencing. This is an advanced topics course on building autonomous networks using data and techniques from machine learning. Imaging Radar and Applications. We live in the Information Age, but what is information, anyway? Numerical tools will be taught and used to simulate nano-optical phenomena. Prerequisites: EE 236B and familiarity with modern physics and semiconductor physics. EE 382C. Qualitative understanding is emphasized, with minimal use of equations. Introduction to Photonics. Frequency-domain representations: Fourier series and Fourier transforms. Electrical engineers use theories and tools from mathematics and physics to develop systems ranging from smart electric grids, wired and wireless communications and networking, embedded systems, integrated electronics, imaging and sensing devices, to Internet-based information technology. 3 Units. Communications techniques: spread-spectrum, CDMA, and OFDM. Digital System Design. EE 214B. Wiener filter theory. Class lectures will be supplemented by guest lectures from distinguished engineers, entrepreneurs and venture capitalists actively engaged in solar industry. The lectures will focus on the key enabling components of embedded systems, including: Clocks, GPIO, Interrupts, Busses, Amplifiers, Regulators, Power supplies, ADC/DAC, DMA, and Storage. Same as: GEOPHYS 265. EE 218. EE 238. Other topics in electronics, optoelectronics, optics, and quantum information science. Prerequisites: 201, 221, or equivalents. MATH 53 may be replaced by CME 102. Prerequisite: ENGR40 or ENGR40M is strongly recommended. Z transforms, applications in infinite impulse response filter design. Students receive training from faculty or graduate student mentors to prepare them to assist in instruction of Electrical Engineering courses. The seminar will consist of a series of lectures. Optical amplifiers: gain, saturation, noise. and M.S. EE 168. Prerequisite: EE 261. Autonomous Implantable Systems. Engineering management and businesspeople will share their experiences in discussion with students. Perfectly matched layer (PML) absorbing boundaries. 3 Units. High-Frequency Circuit Design Laboratory. Three-Dimensional Imaging. Topics include: electronics (A/D, D/A converters, op-amps, filters, power devices); software program design, event-driven programming; hardware and DC stepper motors, solenoids, and robust sensing. EE 100. The seminar serves three purposes: (1) it introduces students to the design process of turning an idea into a final design, (2) it presents the different functions that people play in a project, and (3) it gives students a chance to consider what role in a project would be best suited to their interests and skills. In place of EE 195 part of the wireless medium mobile manipulation platforms majors who need work experience as of. 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