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51 - 60 of 60 results for: EE

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EE 377: Information Theory and Statistics (STATS 311)

Information theoretic techniques in probability and statistics. Fano, Assouad,nand Le Cam methods for optimality guarantees in estimation. Large deviationsnand concentration inequalities (Sanov's theorem, hypothesis testing, thenentropy method, concentration of measure). Approximation of (Bayes) optimalnprocedures, surrogate risks, f-divergences. Penalized estimators and minimumndescription length. Online game playing, gambling, no-regret learning. Prerequisites: EE 276 (or equivalent) or STATS 300A.
Terms: Aut | Units: 3
Instructors: Duchi, J. (PI) ; Cheng, C. (TA) ; Kuditipudi, R. (TA)

EE 381: Sensorimotor Learning for Embodied Agents (CS 381)

This is an advanced course that will focus on modern machine learning algorithms for autonomous robots as an embodied intelligent agent. It covers advanced topics that center around 1. what is embodied AI and how it differs from internet AI, 2. how embodied agents perceive their environment from raw sensory data and make decisions, and 3. continually adapt to the physical world through both hardware and software improvements. By the end of the course, we hope to prepare you for conducting research in this area, knowing how to formulate the problem, design the algorithm, critically validate the idea through experimental designs and finally clearly present and communicate the findings. Students are expected to read, present, and debate the latest research papers on embodied AI, as well as obtain hands-on experience through the course projects. Prerequisites: Recommended EE 160A/ EE 260A / CS 237A or equivalent.
Terms: Aut | Units: 3
Instructors: Song, S. (PI) ; Zhao, M. (TA)

EE 390: Special Studies or Projects in Electrical Engineering

Independent work under the direction of a faculty member. Individual or team activities may involve lab experimentation, design of devices or systems, or directed reading. May be repeated for credit.
Terms: Aut, Win, Spr, Sum | Units: 1-15 | Repeatable for credit
Instructors: Arbabian, A. (PI) ; Bambos, N. (PI) ; Boahen, K. (PI) ; Boneh, D. (PI) ; Bowden, A. (PI) ; Boyd, S. (PI) ; Choi, J. (PI) ; Cioffi, J. (PI) ; Congreve, D. (PI) ; Dally, B. (PI) ; Duchi, J. (PI) ; El Gamal, A. (PI) ; Emami-Naeini, A. (PI) ; Engler, D. (PI) ; Fan, J. (PI) ; Fan, S. (PI) ; Fraser-Smith, A. (PI) ; Gibbons, J. (PI) ; Girod, B. (PI) ; Hanrahan, P. (PI) ; Hennessy, J. (PI) ; Hesselink, L. (PI) ; Horowitz, M. (PI) ; Howe, R. (PI) ; Kahn, J. (PI) ; Kapetanovic, Z. (PI) ; Katti, S. (PI) ; Kazovsky, L. (PI) ; Khuri-Yakub, B. (PI) ; Kovacs, G. (PI) ; Kozyrakis, C. (PI) ; Lall, S. (PI) ; Lee, T. (PI) ; Levin, C. (PI) ; Levis, P. (PI) ; McKeown, N. (PI) ; Miller, D. (PI) ; Mitchell, J. (PI) ; Mitra, S. (PI) ; Montanari, A. (PI) ; Murmann, B. (PI) ; Nishimura, D. (PI) ; Olukotun, O. (PI) ; Osgood, B. (PI) ; Ozgur, A. (PI) ; Pauly, J. (PI) ; Pianetta, P. (PI) ; Pilanci, M. (PI) ; Plummer, J. (PI) ; Poon, A. (PI) ; Pop, E. (PI) ; Prabhakar, B. (PI) ; Raina, P. (PI) ; Rajagopal, R. (PI) ; Rivas-Davila, J. (PI) ; Rosenblum, M. (PI) ; Saraswat, K. (PI) ; Schroeder, D. (PI) ; Senesky, D. (PI) ; Shenoy, K. (PI) ; Smith, J. (PI) ; Soh, H. (PI) ; Solgaard, O. (PI) ; Song, S. (PI) ; Tobagi, F. (PI) ; Trippel, C. (PI) ; Tse, D. (PI) ; Van Roy, B. (PI) ; Vuckovic, J. (PI) ; Wang, S. (PI) ; Weissman, T. (PI) ; Wetzstein, G. (PI) ; Widom, J. (PI) ; Widrow, B. (PI) ; Wong, H. (PI) ; Wong, S. (PI) ; Wootters, M. (PI) ; Zebker, H. (PI)

EE 391: Special Studies and Reports in Electrical Engineering

Independent work under the direction of a faculty member; written report or written examination required. Letter grade given on the basis of the report; if not appropriate, student should enroll in 390. May be repeated for credit.
Terms: Aut, Win, Spr, Sum | Units: 1-15 | Repeatable for credit
Instructors: Achour, S. (PI) ; Arbabian, A. (PI) ; Bambos, N. (PI) ; Boahen, K. (PI) ; Boneh, D. (PI) ; Bowden, A. (PI) ; Boyd, S. (PI) ; Choi, J. (PI) ; Chowdhury, S. (PI) ; Cioffi, J. (PI) ; Congreve, D. (PI) ; Dally, B. (PI) ; Duchi, J. (PI) ; El Gamal, A. (PI) ; Emami-Naeini, A. (PI) ; Engler, D. (PI) ; Fan, J. (PI) ; Fan, S. (PI) ; Fejer, M. (PI) ; Finn, C. (PI) ; Flynn, M. (PI) ; Fraser-Smith, A. (PI) ; Gibbons, J. (PI) ; Girod, B. (PI) ; Hanrahan, P. (PI) ; Hennessy, J. (PI) ; Hesselink, L. (PI) ; Horowitz, M. (PI) ; Howe, R. (PI) ; Kahn, J. (PI) ; Kapetanovic, Z. (PI) ; Katti, S. (PI) ; Kazovsky, L. (PI) ; Khuri-Yakub, B. (PI) ; Kovacs, G. (PI) ; Kozyrakis, C. (PI) ; Lall, S. (PI) ; Lee, T. (PI) ; Levin, C. (PI) ; Levis, P. (PI) ; McKeown, N. (PI) ; Miller, D. (PI) ; Mitchell, J. (PI) ; Mitra, S. (PI) ; Montanari, A. (PI) ; Murmann, B. (PI) ; Nishimura, D. (PI) ; Olukotun, O. (PI) ; Osgood, B. (PI) ; Ozgur, A. (PI) ; Pauly, J. (PI) ; Pianetta, P. (PI) ; Pilanci, M. (PI) ; Plummer, J. (PI) ; Poon, A. (PI) ; Pop, E. (PI) ; Prabhakar, B. (PI) ; Raina, P. (PI) ; Rajagopal, R. (PI) ; Rivas-Davila, J. (PI) ; Rosenblum, M. (PI) ; Sadigh, D. (PI) ; Saraswat, K. (PI) ; Schroeder, D. (PI) ; Senesky, D. (PI) ; Soh, H. (PI) ; Solgaard, O. (PI) ; Song, S. (PI) ; Tobagi, F. (PI) ; Trippel, C. (PI) ; Tse, D. (PI) ; Van Roy, B. (PI) ; Vuckovic, J. (PI) ; Wang, S. (PI) ; Weissman, T. (PI) ; Wetzstein, G. (PI) ; Widom, J. (PI) ; Widrow, B. (PI) ; Wong, H. (PI) ; Wong, S. (PI) ; Wootters, M. (PI) ; Zebker, H. (PI)

EE 392D: Wireless Sensing Systems

This research course will cover current topics related to wireless communication, sensing, and the Internet of Things (IoT). Students will read published research papers, participate in group discussions, and complete a final research project in small groups. The course is open to all Ph.D., masters, and advanced undergraduate students. Prerequisites: This course does not have any official prerequisites. However, students should have a mature understanding of wireless sensor networks and embedded systems.
Terms: Aut | Units: 3
Instructors: Kapetanovic, Z. (PI) ; Heflin, N. (TA)

EE 400: Thesis and Thesis Research

Limited to candidates for the degree of Engineer or Ph.D.May be repeated for credit.
Terms: Aut, Win, Spr, Sum | Units: 1-15 | Repeatable for credit
Instructors: Arbabian, A. (PI) ; Bambos, N. (PI) ; Boahen, K. (PI) ; Boneh, D. (PI) ; Boyd, S. (PI) ; Chowdhury, S. (PI) ; Cioffi, J. (PI) ; Congreve, D. (PI) ; Dally, B. (PI) ; Duchi, J. (PI) ; El Gamal, A. (PI) ; Emami-Naeini, A. (PI) ; Engler, D. (PI) ; Fan, J. (PI) ; Fan, S. (PI) ; Fejer, M. (PI) ; Fraser-Smith, A. (PI) ; Gibbons, J. (PI) ; Girod, B. (PI) ; Hanrahan, P. (PI) ; Hennessy, J. (PI) ; Hesselink, L. (PI) ; Horowitz, M. (PI) ; Howe, R. (PI) ; Kahn, J. (PI) ; Kapetanovic, Z. (PI) ; Katti, S. (PI) ; Kazovsky, L. (PI) ; Khuri-Yakub, B. (PI) ; Kovacs, G. (PI) ; Kozyrakis, C. (PI) ; Lall, S. (PI) ; Lee, T. (PI) ; Levis, P. (PI) ; McKeown, N. (PI) ; Miller, D. (PI) ; Mitchell, J. (PI) ; Mitra, S. (PI) ; Montanari, A. (PI) ; Murmann, B. (PI) ; Nishi, Y. (PI) ; Nishimura, D. (PI) ; Olukotun, O. (PI) ; Osgood, B. (PI) ; Ozgur, A. (PI) ; Pauly, J. (PI) ; Pauly, K. (PI) ; Pianetta, P. (PI) ; Pilanci, M. (PI) ; Plummer, J. (PI) ; Poon, A. (PI) ; Pop, E. (PI) ; Prabhakar, B. (PI) ; Raina, P. (PI) ; Rajagopal, R. (PI) ; Rivas-Davila, J. (PI) ; Rosenblum, M. (PI) ; Sadigh, D. (PI) ; Saraswat, K. (PI) ; Schroeder, D. (PI) ; Senesky, D. (PI) ; Soh, H. (PI) ; Solgaard, O. (PI) ; Song, S. (PI) ; Tobagi, F. (PI) ; Trippel, C. (PI) ; Tse, D. (PI) ; Van Roy, B. (PI) ; Vuckovic, J. (PI) ; Wang, S. (PI) ; Weissman, T. (PI) ; Wetzstein, G. (PI) ; Widom, J. (PI) ; Widrow, B. (PI) ; Wong, H. (PI) ; Wong, S. (PI) ; Wootters, M. (PI) ; Zebker, H. (PI)

EE 402A: Topics in International Technology Management (EALC 402A, EASTASN 402A)

Autumn 2023 Theme: "The Emerging Digital Economy in Context: US-Asia Cooperation and Competition." This course will examine ways in which new digital technologies, business models, and data governance frameworks are addressing problems and opportunities at the interface between the digital economy and the external world, with special attention to new patterns of competition and cooperation between Asia and the U.S. Individual sessions will focus on topics such as live commerce, new models of AI governance, the role of digital transformation in addressing climate change, cross-border data sharing in an era of heightened concern for privacy and security, digital platforms for supply chain integration, and AI competition. Distinguished speakers and panels from industry and government.
Terms: Aut | Units: 1 | Repeatable for credit
Instructors: Dasher, R. (PI)

EE 469B: RF Pulse Design for Magnetic Resonance Imaging

Magnetic resonance imaging (MRI) and spectroscopy (MRS) based on the use of radio frequency pulses to manipulate magnetization. Analysis and design of major types of RF pulses in one and multiple dimensions, analysis and design of sequences of RF pulses for fast imaging, and use of RF pulses for the creation of image contrast in MRI. Prerequisite: 369B.
Terms: Aut | Units: 3
Instructors: Pauly, J. (PI)

EE 801: TGR Project

May be repeated for credit.
Terms: Aut, Win, Spr, Sum | Units: 0 | Repeatable for credit

EE 802: TGR Dissertation

May be repeated for credit.
Terms: Aut, Win, Spr, Sum | Units: 0 | Repeatable for credit
Instructors: Arbabian, A. (PI) ; Bambos, N. (PI) ; Boahen, K. (PI) ; Boneh, D. (PI) ; Bowden, A. (PI) ; Boyd, S. (PI) ; Chowdhury, S. (PI) ; Cioffi, J. (PI) ; Congreve, D. (PI) ; Dally, B. (PI) ; Duchi, J. (PI) ; El Gamal, A. (PI) ; Engler, D. (PI) ; Fan, J. (PI) ; Fan, S. (PI) ; Fraser-Smith, A. (PI) ; Gibbons, J. (PI) ; Girod, B. (PI) ; Hanrahan, P. (PI) ; Hennessy, J. (PI) ; Hesselink, L. (PI) ; Horowitz, M. (PI) ; Howe, R. (PI) ; Inan, U. (PI) ; Kahn, J. (PI) ; Kapetanovic, Z. (PI) ; Katti, S. (PI) ; Kazovsky, L. (PI) ; Khuri-Yakub, B. (PI) ; Kovacs, G. (PI) ; Kozyrakis, C. (PI) ; Lall, S. (PI) ; Lee, T. (PI) ; Levin, C. (PI) ; Levis, P. (PI) ; Levoy, M. (PI) ; McKeown, N. (PI) ; Miller, D. (PI) ; Mitchell, J. (PI) ; Mitra, S. (PI) ; Montanari, A. (PI) ; Murmann, B. (PI) ; Nishimura, D. (PI) ; Olukotun, O. (PI) ; Osgood, B. (PI) ; Ozgur, A. (PI) ; Pauly, J. (PI) ; Pauly, K. (PI) ; Pianetta, P. (PI) ; Pilanci, M. (PI) ; Plummer, J. (PI) ; Poon, A. (PI) ; Pop, E. (PI) ; Prabhakar, B. (PI) ; Raina, P. (PI) ; Rajagopal, R. (PI) ; Rivas-Davila, J. (PI) ; Rosenblum, M. (PI) ; Sadigh, D. (PI) ; Saraswat, K. (PI) ; Schroeder, D. (PI) ; Senesky, D. (PI) ; Soh, H. (PI) ; Solgaard, O. (PI) ; Song, S. (PI) ; Tobagi, F. (PI) ; Tse, D. (PI) ; Van Roy, B. (PI) ; Vuckovic, J. (PI) ; Wang, S. (PI) ; Weissman, T. (PI) ; Wetzstein, G. (PI) ; Widom, J. (PI) ; Widrow, B. (PI) ; Wong, H. (PI) ; Wong, S. (PI) ; Wootters, M. (PI) ; Xing, L. (PI) ; Zebker, H. (PI)
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