Classes Offered - USC Schedule of Classes

Electrical and Computer Engineering (EE)

http://ee.usc.edu/
minghsiehece.usc.edu D class assignments are only available on line at: myviterbi.usc.edu. Once you create your myViterbi profile, select the "D-Clearance Request Manager" to submit requests for EE courses. To be enrolled in an off-campus course, you MUST also be enrolled in the Distance Education Network (DEN). For more information, call (213)740-4488 or go to den.usc.edu. DEN courses are indicated by a location of DEN@Viterbi. For general questions regarding EE courses, you may email ece.studentservices@usc.edu.

EE 109L: Introduction to Embedded Systems (4.0 units)

Information representations, embedded programming, digital and serial I/O, analog-to-digital conversion, and interrupt mechanisms. Elementary analog, logic and state-machine design.

Prerequisite: 1 from (EE 155 or CSCI 102)

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus
30999D	001	Lecture	2:00-3:20pm	Tue, Thu	37 of 44	Gandhi Puvvada	THH114	PDF (209330 KB)
31019D	001	Lecture	9:30-10:50am	Tue, Thu	42 of 42	Mark Redekopp	VHE205
31291D	001	Lecture	12:30-1:50pm	Tue, Thu	47 of 49	Allan Weber	THH116
31395D	001	Lecture	11:00-12:20pm	Tue, Thu	49 of 50	Mark Redekopp	GFS101
30530R	001	Quiz	7:00-8:50pm	Tuesday	169 of 190		OFFICE
30784R	001	Lab	12:30-1:50pm	Friday	32 of 38		VHE205
30799R	001	Lab	12:30-1:50pm	Wednesday	38 of 38		VHE205
31018R	001	Lab	11:00-12:20pm	Friday	33 of 38		VHE205
31292R	001	Lab	3:30-4:50pm	Wednesday	36 of 38		VHE205
31396R	001	Lab	2:00-3:20pm	Wednesday	36 of 38		VHE205

EE 202L: Linear Circuits (4.0 units)

Lumped circuit elements; network equations; zero-input and zerostate responses; sinusoidal steady-state analysis; impedance; resonance; network functions; power concepts; transformers; Laplace transforms.

Corequisite: MATH 245
Note: Register for one lecture, one lab, and one discussion.

Section	Session	Type	Time	Days	Registered	Instructor	Location
30426D	001	Lecture	10:00-11:50am	Tue, Thu	64 of 64	Susan Schober	OHE230
30430R	001	Discussion	TBA	TBA	64 of 67		OFFICE
30425R	001	Lab	4:00-5:50pm	Monday	33 of 34		OHE230
30429R	001	Lab	6:00-7:50pm	Monday	31 of 34		OHE230

EE 250L: Distributed Systems for the Internet of Things (4.0 units)

Introduction to hardware, operating systems, signal processing and control, network protocols, mobile applications, databases, cloud computing, machine learning and security for the Internet of Things.

Prerequisite: EE 109
Restriction: Registration closed to the following class level(s): Freshmen

Section	Session	Type	Time	Days	Registered	Instructor	Location
30441D	001	Lecture	4:00-5:50pm	Mon, Wed	66 of 69	Bhaskar Krishnamachari	SOSB46
30416R	001	Lab	4:00-5:50pm	Tuesday	36 of 38		VHE205
30923R	001	Lab	4:00-5:50pm	Thursday	30 of 38		VHE205

EE 301: Linear Systems (4.0 units)

Representation and analysis of linear time-invariant systems primarily for the continuous time case. Convolution, Fourier series and transform, Laplace transform, controls and communications applications.

Prerequisite: EE 141 and EE 202

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30811R	001	Lecture	4:00-5:50pm	Mon, Wed	29 of 40	Chris Kyriakakis	GFS207
30555R	001	Lab	4:00-6:00pm	Friday	29 of 40	Chris Kyriakakis	OHE230

EE 338: Physical Electronics (4.0 units)

Semiconductor device characteristics and applications. Physical models of electronic conduction in solids, p-n junctions, bipolar and field effect transistors and other solid-state devices.

Prerequisite: EE 202 and 1 from (PHYS 162 or PHYS 172)
Note: Register for lecture and one discussion

Section	Session	Type	Time	Days	Registered	Instructor	Location
30467R	001	Lecture	3:30-4:50pm	Tue, Thu	14 of 24	Rehan Kapadia	KAP141
30468R	001	Discussion	1:00-1:50pm	Thursday	10 of 25		WPH205
30469R	001	Discussion	4:00-4:50pm	Monday	4 of 25		GFS229

EE 354L: Introduction to Digital Circuits (4.0 units)

Digital system design and implementation; synchronous design of datapath and control; schematic/Verilog-based design, simulation, and implementation in Field Programmable Gate Arrays; timing analysis; semester-end project.

Prerequisite: EE 109

Section	Session	Type	Time	Days	Registered	Instructor	Location
30725R	048	Quiz	5:00-7:50pm	Friday	67 of 68		OFFICE
30978D	001	Lecture	10:00-11:50am	Mon, Wed	67 of 68	Gandhi Puvvada	ZHS159
30436R	001	Lab	4:30-7:20pm	Wednesday	16 of 18	Gandhi Puvvada	OHE336
30483R	001	Lab	5:00-7:50pm	Tuesday	18 of 18	Gandhi Puvvada	OHE336
30699R	001	Lab	6:00-8:50pm	Thursday	18 of 18	Gandhi Puvvada	OHE336
30434R	001	Lab	6:00-8:50pm	Monday	15 of 18	Gandhi Puvvada	OHE336

EE 355x: Software Design for Electrical Engineers (4.0 units)

Object-oriented programming techniques, basic data structures, and elementary complexity analysis for the modeling, simulation, and solution of engineering problems.

Prerequisite: EE 155
Note: Register for one lecture and lab

Section	Session	Type	Time	Days	Registered	Instructor	Location
30576R	001	Lecture	2:00-3:50pm	Mon, Wed	17 of 25	Shahin Nazarian	GFS228
30577D	001	Lecture	12:00-1:50pm	Mon, Wed	45 of 46	Shahin Nazarian	KDC240
31119R	001	Quiz	7:30-9:30pm	Wednesday	62 of 70		TBA
30459R	001	Lab	7:00-8:50pm	Tuesday	20 of 25		GFS223
30473R	001	Lab	7:00-8:50pm	Monday	42 of 40		THH116

EE 364: Introduction to Probability and Statistics for Electrical Engineering and Computer Science (4.0 units)

Introduction to concepts of randomness and uncertainty: probability, random variables, statistics. Applications to digital communications, signal processing, automatic control, computer engineering and computer science.

Prerequisite: 1 from (MATH 225 or MATH 245)

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus
30889D	001	Lecture	12:00-1:50pm	Tue, Thu	43 of 44	Todd Brun	WPHB28	PDF (305446 KB)
30543R	001	Discussion	3:00-3:50pm	Monday	43 of 44	Todd Brun	KAP146
30713R	001	Lecture	3:30-5:20pm	Tue, Thu	23 of 40	Ben Reichardt	THH116
30715R	001	Discussion	3:00-3:50pm	Monday	23 of 40	Ben Reichardt	VPD105

EE 434Lx: Digital Signal Processing Design Laboratory (4.0 units)

Experiments and design project in digital signal processing (e.g. real-time DSP, acoustics, video) including: system specification, preliminary analysis, trade-off studies, implementation, presentation. Recommended preparation: EE 469. Capstone design experience.

Prerequisite: EE 483
Restriction: Registration open to the following class level(s): Senior
Note: This class involves designing a real time signal processing system and requires C programming. Students interested in this class are encouraged to talk to the instructor about typical projects, tools, hardware, etc.

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30544R	001	Lecture	3:30-4:50pm	Monday	3 of 15	Brandon Franzke	EEBB18
30548R	001	Lab	3:30-4:50pm	Wednesday	3 of 15		EEBB18

EE 443: Introduction to Power Systems (4.0 units)

Components of power systems; analysis techniques in electrical power generation transmission and utilization; and environmental and economic considerations in system operations and planning.

Prerequisite: EE 370

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30526R	001	Lecture	6:00-9:40pm	Thursday	11 of 42	Mohammed Beshir	OHE122
30527D	014	Lecture	6:00-9:40pm	Thursday	9 of 42	Mohammed Beshir	DEN@Viterbi

Crosslist EE 445L: Introduction to Robotics (4.0 units)

Designing, building and programming mobile robots; sensors, effectors, basic control theory, control architectures, some advanced topics, illustrations of state-of-the-art. Teamwork; final project tested in a robot contest. Junior standing or higher. Prerequisites: CSCI 103.

Prerequisite: CSCI 103
Restriction: Registration open to the following class level(s): Junior, Senior
Crosslist: This course is offered by the CSCI department but may qualify for major credit in EE. To register, enroll in CSCI 445.

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus
30386D	001	Lecture	8:00-9:20am	Tue, Thu	22 of 30	Erdem Biyik	KAP163	PDF (288623 KB)
29910R	001	Lab	10:00-11:50am	Tuesday	14 of 15		RTH419
29911R	001	Lab	10:00-11:50am	Thursday	8 of 15		RTH419

EE 447Lx: Mixed Signal Electronic Circuits (4.0 units)

Application of solid-state electronic devices to the design of linear and mixed-signal systems. Laboratory experiments and projects involving the design of electronic hardware. Capstone design experience.

Prerequisite: EE 348
Restriction: Registration open to the following class level(s): Senior

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30525R	001	Lecture-Lab	TBA	TBA	16 of 22	Susan Schober	OFFICE

EE 450: Introduction to Computer Networks (4.0 units)

Network architectures; layered protocols, network service interface; local, wide area, wireless networks; Internet protocols; link protocols; addressing; routing; flow control; software defined network; multimedia networks.

Restriction: Registration closed to the following class level(s): Freshmen, Sophomore

Section	Session	Type	Time	Days	Registered	Instructor	Location
31189R	001	Quiz	TBA	Friday	124 of 200	Ali Zahid	OFFICE
30568D	014	Lecture	7:30-9:20am	Tue, Thu	10 of 30	Ali Zahid	DEN@Viterbi
30570D	014	Discussion	2:00-2:50pm	Friday	10 of 30	Ali Zahid	DEN@Viterbi
31190D	014	Quiz	5:00-6:50pm	Friday	9 of 30	Ali Zahid	DEN@Viterbi
30564R	001	Lecture	11:00-12:50pm	Tue, Thu	56 of 58	Ali Zahid	THH210
30828R	001	Lecture	7:30-9:20am	Tue, Thu	67 of 70	Ali Zahid	OHE122
30566R	001	Discussion	5:00-5:50pm	Wednesday	55 of 58	Ali Zahid	DMC100
30829R	001	Discussion	2:00-2:50pm	Friday	68 of 70	Ali Zahid	OHE132

EE 451: Parallel and Distributed Computation (4.0 units)

Introduction to parallel programming techniques, models and optimization strategies; Application mapping to multi-core, accelerator, GPU and cloud platforms; High Performance Computing and Data Science applications.

Prerequisite: 1 from (EE 355 or CSCI 201)
Note: Register for lecture and lab

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30661R	001	Lecture	2:00-3:20pm	Tue, Thu	47 of 60	Viktor Prasanna	SOSB4	PDF (245740 KB)
30466R	001	Lab	2:00-3:20pm	Friday	47 of 60		GFS118

Crosslist EE 455x: Introduction to Programming Systems Design (4.0 units)

Intensive introduction to programming principles, discrete mathematics for computing, software design and software engineering concepts. Not available for credit to computer sciencemajors, graduate or undergraduate.

Crosslist: This course is offered by the CSCI department but may qualify for major credit in EE. To register, enroll in CSCI 455.
Note: Register for lecture and one lab.

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus
30327D	001	Lecture	10:00-11:20am	Tue, Thu	56 of 120	Claire Bono	OHE122	PDF (138475 KB)
30029R	001	Lab	1:00-2:50pm	Thursday	29 of 31		SAL109
30329R	001	Lab	3:00-4:50pm	Thursday	27 of 30		SAL126
29934D	014	Lecture	10:00-11:20am	Tue, Thu	16 of 30	Claire Bono	DEN@Viterbi
30023R	014	Lab	TBA	TBA	16 of 30		DEN@Viterbi

EE 457: Computer Systems Organization (4.0 units)

Register Transfer level machine organization; performance; arithmetic; pipelined processors; exceptions, out-of-order and speculative execution, cache, virtual memory, multi-core multi-threaded processors, cache coherence.

Prerequisite: EE 354

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus
30478D	001	Lecture	2:00-3:50pm	Mon, Wed	38 of 50	Gandhi Puvvada	OHE230	PDF (425256 KB)
30591D	001	Lecture	4:00-5:50pm	Tue, Thu	50 of 56	Gandhi Puvvada	OHE100D	PDF (425256 KB)
30595D	014	Lecture	4:00-5:50pm	Tue, Thu	3 of 20	Gandhi Puvvada	DEN@Viterbi	PDF (425256 KB)
30497R	001	Discussion	2:00-2:50pm	Friday	39 of 50		THH114
30593R	001	Discussion	12:00-12:50pm	Friday	49 of 56		OHE122
30594D	014	Discussion	12:00-12:50pm	Friday	3 of 20		DEN@Viterbi
30997R	001	Quiz	5:00-7:50pm	Friday	91 of 120

EE 459Lx: Embedded Systems Design Laboratory (4.0 units)

Specification, design, implementation, testing and documentation of a digital system project using embedded processors, programmable logic, analog I/O interfaces and application specific hardware. Capstone design experience.

Prerequisite: EE 354
Restriction: Registration open to the following class level(s): Senior

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30572R	001	Lecture-Lab	10:00-11:50am	Tue, Thu	43 of 45	Allan Weber	KAP158
30598R	001	Lecture-Lab	2:00-3:50pm	Tue, Thu	15 of 30	Allan Weber	VHE206

EE 477L: MOS VLSI Circuit Design (4.0 units)

Analysis and design of digital MOS VLSI circuits including area, delay and power minimization. Laboratory assignments including design, layout, extraction, simulation and automatic synthesis.

Prerequisite: 1 from (EE 338 or EE 354)
Note: Register for lecture and lab

Section	Session	Type	Time	Days	Registered	Instructor	Location
30617D	014	Lecture	2:00-3:50pm	Mon, Wed	4 of 20	Massoud Pedram	DEN@Viterbi
30618D	014	Lab	1:00-2:50pm	Friday	4 of 20	Massoud Pedram	DEN@Viterbi
30612R	001	Lecture	2:00-3:50pm	Mon, Wed	52 of 76	Massoud Pedram	OHE136
30613R	001	Lab	1:00-2:50pm	Friday	21 of 38	Massoud Pedram	OHE100C
30614R	001	Lab	6:30-8:20pm	Tuesday	31 of 39	Massoud Pedram	VHE217

Crosslist EE 481l: Control Systems Laboratory (3.0 units)

Vibration measurement and analysis; simulation, design, and experimental verification of mechanical control systems; system identification; implementation of controllers; performance evaluation via experimentation and stimulation.

Prerequisite: 1 from (AME 420 or AME 451 or EE 482)
Crosslist: This course is offered by the AME department but may qualify for major credit in EE. To register, enroll in AME 443.
Note: Register for lecture and one lab

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
28819D	001	Lecture	9:30-10:50am	Tuesday	17 of 30	Inna Abramova	THH106
28820R	001	Lab	1:00-5:50pm	Wednesday	17 of 30	Inna Abramova	BHE310

EE 483: Introduction to Digital Signal Processing (4.0 units)

Fundamentals of digital signal processing covering: discrete time linear systems, quantization, sampling, Z-transforms, Fourier transforms, FFTs and filter design.

Prerequisite: EE 301
Note: Register for lecture and discussion

Section	Session	Type	Time	Days	Registered	Instructor	Location
30620R	001	Lecture	12:00-1:50pm	Mon, Wed	37 of 76	Eduardo Pavez Carvelli	OHE136
30623D	014	Lecture	12:00-1:50pm	Mon, Wed	3 of 20	Eduardo Pavez Carvelli	DEN@Viterbi
30622R	001	Discussion	4:00-4:50pm	Friday	37 of 76		OHE122
30625D	014	Discussion	4:00-4:50pm	Friday	3 of 20		DEN@Viterbi

EE 490x: Directed Research (1.0-8.0 units, max 12)

Individual research and readings. Not available for graduate credit.

Restriction: Registration open to the following class level(s): Junior, Senior

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30624D	001	Lecture	TBA	TBA	5 of 50	Bhaskar Krishnamachari,Michelle Povinelli	OFFICE

EE 494a: Undergraduate Thesis (2.0 units)

For the undergraduate degree. Credit on acceptance of thesis. IP (EE 494a) or letter grade (EE 494b).

Restriction: Registration open to the following class level(s): Senior

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
31188D	001	Lecture	TBA	TBA	1 of 10	Bhaskar Krishnamachari,Michelle Povinelli	OFFICE

EE 494b: Undergraduate Thesis (2.0 units)

For the undergraduate degree. Credit on acceptance of thesis. IP (EE 494a) or letter grade (EE 494b).

Prerequisite: EE 494A
Restriction: Registration open to the following class level(s): Senior

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
31182R	001	Lecture	TBA	TBA	5 of 10	Bhaskar Krishnamachari,Michelle Povinelli	OFFICE

Crosslist EE 501: Solid State (4.0 units)

Atomic electronic states, molecular bonding, crystal structures, diffraction, reciprocal lattice, Brillouin zones, crystal binding, lattice vibrations, specific heat, anharmonic effects, energy bands, metals, conductivity.

Prerequisite: 1 from (EE 471 or EE 539)
Crosslist: This course is offered by the MASC department but may qualify for major credit in EE. To register, enroll in MASC 501.

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
32141R	048	Lecture	2:00-3:50pm	Tue, Thu	5 of 25	Anupam Madhukar	VHE210

EE 503: Probability for Electrical and Computer Engineers (4.0 units)

Rigorous coverage of probability, discrete and continuous random variables, functions of multiple random variables, covariance, correlation, random sequences, Markov chains, estimation, and introduction to statistics. Duplicates credit in former EE 464 and EE 465.

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus
30984R	048	Lecture	12:00-1:50pm	Mon, Wed	48 of 60	Brandon Franzke	SOSB2	PDF (134516 KB)
30678R	048	Discussion	10:00-10:50am	Friday	48 of 60	Brandon Franzke	GFS118
30475R	048	Lecture	10:00-11:50am	Mon, Wed	37 of 60	Rahul Jain	OHE122
30755D	034	Lecture	10:00-11:50am	Mon, Wed	4 of 20	Rahul Jain	DEN@Viterbi
30479R	048	Discussion	9:00-9:50am	Friday	36 of 60	Rahul Jain	OHE122
30761D	034	Discussion	9:00-9:50am	Friday	4 of 20	Rahul Jain	DEN@Viterbi

EE 506: Semiconductor Physics (4.0 units)

Semiconductor bonds, crystallography, band structure assumptions, group theory, band structure results, k.p. method, quantum wells, wires and dots, superlattices, amorphous, organic semiconductors, defects, statistics, surfaces.

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30822R	048	Lecture	9:00-10:50am	Mon, Wed	7 of 20	Tony Levi	THH115	PDF (1021741 MB)

EE 510: Linear Algebra for Engineering (4.0 units)

Introduction to linear algebra and matrix theory and their underlying concepts; applications to engineering problems; mathematically rigorous and foundational to other classes in communication, control, and signal processing.

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus
30556D	034	Lecture	12:00-1:50pm	Tue, Thu	4 of 20	Ketan Savla	DEN@Viterbi	PDF (263575 KB)
30558D	034	Discussion	2:00-2:50pm	Friday	4 of 20	Ketan Savla	DEN@Viterbi
30552R	048	Lecture	12:00-1:50pm	Tue, Thu	53 of 80	Ketan Savla	OHE122	PDF (263575 KB)
30554R	048	Discussion	2:00-2:50pm	Friday	53 of 80	Ketan Savla	OHE122

EE 512: Stochastic Processes for Financial Engineering (4.0 units)

Theory and applications of stochastic processes relevant to financial engineering. Stochastic processes, Brownian motion, martingales, stochastic calculus, Monte Carlo Simulations with financial application examples.

Prerequisite: EE 503 and 1 from (EE 441 or EE 510 or EE 518)

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus
30769D	034	Lecture	10:00-11:50am	Mon, Wed	2 of 20	George Papavassilopoulos	DEN@Viterbi	Word (34261 KB)
30893R	048	Lecture	10:00-11:50am	Mon, Wed	45 of 82	George Papavassilopoulos	OHE100C
30873D	034	Discussion	12:00-12:50pm	Friday	2 of 20		DEN@Viterbi
30894R	048	Discussion	12:00-12:50pm	Friday	45 of 82		OHE132

EE 518: Mathematics and Tools for Financial Engineering (4.0 units)

Students will build a mathematical background for studying Financial Engineering. Emphasis is on analysis, proofs and examples. Mathworks Financial toolbox will be introduced.

Section	Session	Type	Time	Days	Registered	Instructor	Location
30518D	034	Lecture	2:00-3:50pm	Tue, Thu	3 of 20	Petros Ioannou	DEN@Viterbi
30970D	048	Lecture	2:00-3:50pm	Tue, Thu	25 of 57	Petros Ioannou	OHE100D
30517D	034	Discussion	5:30-6:20pm	Friday	3 of 20		DEN@Viterbi
30969R	048	Discussion	5:30-6:20pm	Friday	25 of 57		OHE136

EE 521: Power Systems Analysis and Design (4.0 units)

Power system planning, studies, and design; time-domain modeling and analysis of power-system networks; power flow, stability, fault, and economic dispatch analysis; symmetrical components.

Prerequisite: EE 443

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30689R	048	Lecture	6:00-9:40pm	Tuesday	10 of 60	Mohammed Beshir	OHE122
30650D	034	Lecture	6:00-9:40pm	Tuesday	7 of 20	Mohammed Beshir	DEN@Viterbi

Crosslist EE 523: Advanced Biomedical Imaging (4.0 units)

Advanced scientific and engineering principles of biomedical imaging including magnetic resonance, X-ray computed tomography, ultrasound and single photon and positron emission tomography.

Crosslist: This course is offered by the BME department but may qualify for major credit in EE. To register, enroll in BME 525.

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
29295D	034	Lecture	12:00-1:50pm	Tue, Thu	2 of 20	Brent Liu	DEN@Viterbi
29300D	048	Lecture	12:00-1:50pm	Tue, Thu	21 of 30	Brent Liu	OHE100C

EE 526: Renewable Energy in Power Systems (4.0 units)

Renewable energy sources and their integration in electrical networks. Power-flow control from highly variable resources. Cost analysis and planning.

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30854R	048	Lecture	6:00-9:40pm	Wednesday	33 of 100	Mohammed Beshir	OHE122
31221D	034	Lecture	6:00-9:40pm	Wednesday	9 of 35	Mohammed Beshir	DEN@Viterbi

EE 529: Optics (4.0 units)

Geometrical optics, electromagnetic wave propagation, reflection and refraction at interfaces, imaging with lenses and mirrors, optics of the eye, optical instruments (microscopes/telescopes/cameras), and polarization.

Section	Session	Type	Time	Days	Registered	Instructor	Location
30597R	048	Lecture	4:00-5:50pm	Mon, Wed	8 of 28	Demetri Christodoulides	OHE120
31235D	034	Lecture	4:00-5:50pm	Mon, Wed	2 of 28	Demetri Christodoulides	DEN@Viterbi
30596R	048	Discussion	TBA	TBA	8 of 28		OFFICE
31234D	034	Discussion	TBA	TBA	2 of 10		DEN@Viterbi

EE 533: Network Processor Design and Programming (4.0 units)

Design, implementation, and programming of a custom multi-core RISC-V-based network processor and hardware accelerators using reconfigurable hardware in a SmartNIC in a realistic network testbed.

Prerequisite: EE 457

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30964R	048	Lecture	12:30-1:50pm	Tue, Thu	26 of 72	Young Cho	LVL17

EE 538: Computing Principles for Electrical Engineers (2.0 units)

Survey of computing principles and practice of software design: object-oriented and non object-oriented, testing, template libraries, time-space complexity, data structures, algorithms, and dynamic programming.

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus
31245R	048	Lecture	2:30-4:20pm	Friday	37 of 50	Arash Saifhashemi	SLH102	PDF (354193 KB)
31246R	048	Lecture	4:30-6:20pm	Friday	30 of 50	Arash Saifhashemi	SLH102
31247R	048	Discussion	4:00-5:20pm	Tuesday	32 of 50		GFS116
31248R	048	Discussion	4:00-5:20pm	Thursday	35 of 50		GFS118

EE 540: Introduction to Quantum Electronics (4.0 units)

Fundamentals of light amplification; laser amplifiers and oscillators; atomic pumping; maser and laser systems; definitions of coherence; measurements in quantum electronics.

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30959R	048	Lecture	1:00-2:50pm	Wed, Fri	12 of 25	Mercedeh Khajavikhan	GFS213

EE 541: A Computational Introduction to Deep Learning (2.0 units)

Deep learning frameworks for training multilayer perceptrons, convolutional and recurrent neural networks; Python, virtual environments, linux and shell scripting, cloud computing, including GPUs and datasets.

Corequisite: EE 503 and EE 510

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
31249R	048	Lecture	3:00-4:50pm	Monday	18 of 30	Brandon Franzke	KDC241	PDF (107544 KB)

Crosslist EE 545: Robotics (4.0 units)

Fundamental skills for modeling and controlling of dynamic systems for robotic applications and graphics animations; control theory; kinematics; dynamics; sensor processing; real-time operating systems; robot labs. Recommended preparation: Basic knowledge in linear algebra (matrices and vectors), calculus, programming in C/C++ or any another language or permission of the instructor.

Crosslist: This course is offered by the CSCI department but may qualify for major credit in EE. To register, enroll in CSCI 545.

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30398D	048	Lecture	4:00-5:50pm	Mon, Wed	41 of 60	Daniel Seita	ZHS352	PDF (367228 KB)
30064R	048	Lab	4:00-5:50pm	Tuesday	41 of 60		RTH419

EE 547: Applied and Cloud Computing for Electrical Engineers (2.0 units)

Introduction to cloud applications; software development and deployment within cloud platforms; interactive user-facing interfaces; API development; databases, virtualization, asynchronous execution, testing and scalability.

Prerequisite: EE 538

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
31250R	048	Lecture	3:30-5:20pm	Tuesday	25 of 60	Brandon Franzke	THH114	PDF (117114 KB)
30404R	048	Discussion	2:00-2:50pm	Friday	25 of 60		DMC156

EE 549: Nanotechnology for Materials, Electronics, and Circuits (4.0 units)

Nanotechnology for advanced nanomaterials, nanoelectronics devices, and circuits, including the rigorous treatment of electronic band structures of carbon nanotubes, graphene, and two-dimensional materials.

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30955R	048	Lecture	2:00-3:50pm	Tue, Thu	28 of 30	Chongwu Zhou	THH112

EE 550: Data Networks: Design and Analysis (4.0 units)

Applications of stochastic modeling and optimization techniques to communication network design and analysis. Data link control; performance models; multi-access channels; routing and flow control.

Prerequisite: EE 503

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30948R	048	Lecture	2:00-3:50pm	Tue, Thu	6 of 34	Michael Neely	WPHB36	PDF (95798 KB)
30949R	048	Discussion	12:00-12:50pm	Monday	6 of 34	Michael Neely	DMC151

EE 552: Asynchronous VLSI Design (4.0 units)

Asynchronous channels and architectures; implementation design styles; controller synthesis; hazards, and races; Petri-nets; performance analysis, and optimization; globally asynchronous, locally synchronous design.

Prerequisite: EE 477
Restriction: Registration open to the following class level(s): Doctoral Student, Master Student
Note: Register for lecture and discussion

Section	Session	Type	Time	Days	Registered	Instructor	Location
30702R	048	Lecture	10:00-11:50am	Tue, Thu	33 of 82	Peter Beerel	OHE132
30703R	048	Discussion	1:00-1:50pm	Friday	33 of 82		OHE122
30700D	034	Lecture	10:00-11:50am	Tue, Thu	2 of 20	Peter Beerel	DEN@Viterbi
30701D	034	Discussion	1:00-1:50pm	Friday	2 of 20		DEN@Viterbi

EE 554: Cyber-Physical Systems: A Computing Perspective (4.0 units)

Cyber-physical systems; models of computation; programming models; compiler analysis; automatic parallelization; heterogeneous computing and memory systems; multicores; interconnect; mapping; scheduling; real-time operating systems; reliability; fault-tolerance.

Section	Session	Type	Time	Days	Registered	Instructor	Location
30665R	048	Lecture	8:00-9:50am	Mon, Wed	31 of 48	Paul Bogdan	LVL16
30662R	048	Discussion	TBA	TBA	31 of 48		TBA
30663R	048	Lab	9:00-10:50am	Friday	31 of 48		THH118

EE 557: Computer Systems Architecture (4.0 units)

Computer architecture from a design perspective: Pipelined processors, speculative execution, VLIW, vector processors, GPU/GPGPU, memory technology and systems, interconnection networks, shared-memory and message-passing multiprocessors, chip multiprocessors.

Prerequisite: EE 457
Note: Prerequisite taken at USC or placement exam required. Register for lecture and discussion

Section	Session	Type	Time	Days	Registered	Instructor	Location
30820R	048	Lecture	2:00-3:50pm	Tue, Thu	76 of 95	Murali Annavaram	OHE122
30722R	048	Discussion	3:00-3:50pm	Friday	76 of 95		OHE122
30716D	034	Lecture	2:00-3:50pm	Tue, Thu	6 of 20	Murali Annavaram	DEN@Viterbi
30718D	034	Discussion	3:00-3:50pm	Friday	6 of 20		DEN@Viterbi

EE 559: Machine Learning I: Supervised Methods (4.0 units)

Distribution-free and probabilistic methods for supervised classification and regression; learning algorithms; optimization techniques; feature-space transformations; parametric and nonparametric methods; Bayes decision theory; artificial neural networks.

Corequisite: EE 503 and EE 510

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus
30490R	048	Lecture	4:00-5:50pm	Mon, Wed	101 of 115	Keith Jenkins	OHE122	PDF (405498 KB)
30561D	034	Lecture	4:00-5:50pm	Mon, Wed	9 of 20	Keith Jenkins	DEN@Viterbi	PDF (405498 KB)
30565R	048	Discussion	11:00-11:50am	Friday	101 of 115	Keith Jenkins	OHE122
30489D	034	Discussion	11:00-11:50am	Friday	9 of 20	Keith Jenkins	DEN@Viterbi

Crosslist EE 561: Foundations of Artificial Intelligence (4.0 units)

Foundations of symbolic intelligent systems, search, logic, knowledge representation, planning, learning.

Crosslist: This course is offered by the CSCI department but may qualify for major credit in EE. To register, enroll in CSCI 561.

Section	Session	Type	Time	Days	Registered	Instructor	Location
30071D	048	Lecture	3:00-4:50pm	Mon, Wed	197 of 330	Laurent Itti	SGM123
30070R	048	Discussion	TBA	TBA	197 of 330		OFFICE
30034R	048	Quiz	TBA	TBA	197 of 330		OFFICE
29936D	034	Lecture	3:00-4:50pm	Mon, Wed	23 of 30	Laurent Itti	DEN@Viterbi
30030R	034	Discussion	TBA	TBA	23 of 30		DEN@Viterbi
30035R	034	Quiz	TBA	TBA	23 of 30		DEN@Viterbi

EE 562: Random Processes in Engineering (4.0 units)

Probability Axioms. Random vectors and processes, their convergence and limit theorems. Stationary processes, Markov chains, Martingales, Gaussian processes. Basic calculus of random processes. Wiener filtering.

Prerequisite: EE 503 and 1 from (EE 441 or EE 510)

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus
30867D	034	Lecture	10:00-11:50am	Mon, Wed	1 of 20	Ashutosh Nayyar	DEN@Viterbi	PDF (131388 KB)
30991R	048	Lecture	10:00-11:50am	Mon, Wed	34 of 53	Ashutosh Nayyar	OHE100D	PDF (131388 KB)
30865D	034	Discussion	4:00-4:50pm	Tuesday	1 of 20		DEN@Viterbi
30891R	048	Discussion	4:00-4:50pm	Tuesday	32 of 53		RTH109

EE 563: Inference and Estimation: Theory and Algorithms (4.0 units)

Bayesian and non-Bayesian hypothesis testing and estimation, sufficient statistics, exponential families, expectation-maximization, approximations, Kalman filtering and smoothing, recursive Bayesian tracking.

Prerequisite: EE 503

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30587R	048	Lecture	9:00-10:50am	Tue, Thu	7 of 25	Maryam Shanechi	WPH207
31122R	048	Discussion	12:00-12:50pm	Friday	7 of 45		KAP156

EE 565: Information Theory and Its Application to (Big) Data Science (4.0 units)

Entropy and mutual information. Variable and fixed-length, lossless and lossy compression. Universal compression. Text and multimedia compression. Channel capacity. Error-correcting codes. Erasure and Gaussian channels.

Prerequisite: EE 503

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30890R	048	Lecture	10:00-11:50am	Mon, Wed	Canceled	Urbashi Mitra		PDF (109187 KB)

EE 569: Introduction to Digital Image Processing (4.0 units)

Image sampling, 2-D image transform, image enhancement, geometric image modification, morphologic processing, edge detection, texture analysis, image filtering and restoration.

Section	Session	Type	Time	Days	Registered	Instructor	Location
30744D	034	Lecture	8:00-9:50am	Mon, Wed	2 of 20	Jay Kuo	DEN@Viterbi
30903D	034	Discussion	10:00-10:50am	Friday	2 of 20		DEN@Viterbi
30499R	048	Lecture	8:00-9:50am	Mon, Wed	39 of 121	Jay Kuo	OHE122
30981R	048	Discussion	10:00-10:50am	Friday	39 of 121		OHE122

EE 570a: Advanced Electromagnetic Theory (4.0 units)

Classical electromagnetic field theory and its usage in understanding and analytically modelling advanced applied electrical engineering devices.

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30788R	048	Lecture	9:00-10:50am	Tue, Thu	8 of 28	Aluizio Prata	VHE210	PDF (287541 KB)
30958R	048	Discussion	2:00-3:50pm	Tuesday	7 of 28		OHE230

EE 577a: VLSI System Design (4.0 units)

MOS logic; system design; memory design; datapath subsystem design; circuit simulation; basic device physics; simple device layout: structured chip design; timing; project chip; silicon compilers.

Prerequisite: EE 477
Note: Prerequisite taken at USC or placement exam required.

Section	Session	Type	Time	Days	Registered	Instructor	Location
30758D	034	Lecture	10:00-11:50am	Mon, Wed	7 of 20	Shahin Nazarian	DEN@Viterbi
30680D	034	Discussion	9:00-9:50am	Friday	7 of 20	Shahin Nazarian	DEN@Viterbi
30759R	048	Lecture	10:00-11:50am	Friday	58 of 62	Sandeep Gupta,	THH208
			4:00-5:50pm	Friday		Sridhar Narayanan	THH208
30881R	048	Discussion	9:00-9:50am	Monday	58 of 62	Sandeep Gupta, Sridhar Narayanan	THH210
30402R	048	Quiz	TBA	TBA	57 of 62	Sandeep Gupta	OFFICE
30760D	048	Lecture	10:00-11:50am	Mon, Wed	24 of 40	Shahin Nazarian	OHE120
30679R	048	Discussion	9:00-9:50am	Friday	24 of 60	Shahin Nazarian	OHE132
30401R	048	Quiz	TBA	TBA	32 of 150	Shahin Nazarian	OFFICE

EE 577b: VLSI System Design (4.0 units)

Semi-custom ASIC VLSI design flow; RTL coding, logic synthesis, automatic placement & routing, memory and interface design, signal integrity solutions, hardware acceleration and approximation

Prerequisite: EE 577A

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30911R	048	Lecture	8:00-10:50am	Saturday	25 of 40	Moe Tabar	KAP158
30673R	048	Discussion	3:00-3:50pm	Friday	25 of 40		GFS207

EE 578: Computational Electromagnetics for Engineers (4.0 units)

Computational electromagnetics: numerical methods; partial differential equations, integral equations; finite difference and finite element methods; electromagnetic scattering, nanophotonics, waveguides, antennas; Maxwell, acoustic, and quantum simulation.

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30781R	048	Lecture	12:00-1:50pm	Tue, Thu	18 of 30	Constantine Sideris	VHE214

EE 581: Mathematical Foundations for System Design: Modeling, Analys (4.0 units)

Fundamental techniques underlying the methodologies for system design, from integrated circuits to cyber-physical systems. Design flows, fundamental classes of models, and verification and synthesis techniques.

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30773R	048	Lecture	4:00-5:50pm	Tue, Thu	4 of 30	Pierluigi Nuzzo	LVL13
30800R	048	Lab	12:00-12:50pm	Wednesday	4 of 30		OFFICE

EE 587: Nonlinear Control Systems (4.0 units)

State-space Models. Equilibrium points. Limit Cycles. Linearization. Nonlinear Phenomena. Lyapunov Stability. Analysis and Design of Nonlinear Systems. Passivity. Backstepping. Feedback and Input-Output Linearization.

Prerequisite: EE 585

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30960R	048	Lecture	9:00-10:50am	Mon, Wed	5 of 30	Mihailo Jovanovic	THH213

EE 590: Directed Research (1.0-12.0 units)

Research leading to the master's degree. Maximum units which may be applied to the degree to be determined by the department. Graded CR/NC.

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30783D	048	Lecture	TBA	TBA	92 of 300	Richard Leahy,Tony Levi	OFFICE

EE 591: Magnetic Resonance Imaging and Reconstruction (3.0 units)

Principles of magnetic resonance imaging. Spin physics, Fourier-based acquisition and reconstruction, generation of tissue contrast, fast imaging, artifact correction, advanced image reconstruction. Prerequisite: EE 483. Recommended preparation: EE-441 and EE-503. Familiarity with MATLAB is required.

Prerequisite: EE 483

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
31118R	048	Lecture	2:00-3:20pm	Tue, Thu	9 of 30	Krishna Nayak	KAP158	PDF (105265 KB)

EE 592: Computational Methods for Inverse Problems (4.0 units)

A rigorous description of vector space and functional analysis concepts and tools that are useful for solving inverse problems in real-world applications.

Prerequisite: EE 483 and 1 from (EE 441 or EE 510)

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
31300R	048	Lecture	9:00-10:50am	Tue, Thu	5 of 50	Justin Haldar	KAP144	PDF (312002 KB)

EE 594a: Master's Thesis (2.0 units)

Credit on acceptance of Thesis. Graded CR/NC.

Restriction: Registration open to the following class level(s): Master Student

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30775D	048	Lecture	TBA	TBA	0 of 26		OFFICE

EE 594b: Master's Thesis (2.0 units)

For the Master's Degree. Credit on acceptance of Thesis. Graded CR/NC.

Prerequisite: EE 594A
Restriction: Registration open to the following class level(s): Master Student

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30777R	048	Lecture	TBA	TBA	0 of 25		OFFICE

EE 594z: Master's Thesis (0.0 units)

For the Master's Degree. Credit on acceptance of Thesis. Graded CR/NC.

Prerequisite: EE 594B
Restriction: Registration open to the following class level(s): Master Student

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30779R	048	Lecture	TBA	TBA	0 of 25		OFFICE

EE 597: Wireless Networks (4.0 units)

Introduction to wireless networking technologies; fundamental architectural and design principles used at all protocol layers; optimization, performance evaluation and implementation using mathematical analysis, simulations, and experiments.

Prerequisite: EE 450 and EE 503

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30516R	048	Lecture	10:00-11:50am	Mon, Wed	13 of 36	Bhaskar Krishnamachari	DMC207
30933R	048	Discussion	TBA	TBA	13 of 36		OFFICE

EE 598: Electrical Engineering Research Seminar (1.0 units, max 2)

Introduction to research in electrical engineering. Topics vary by semester. May be repeated for up to one unit of credit for MS students, two units of credit for PhD students. Open only to Masterâ€™s and Doctoral Students.

Restriction: Registration open to the following class level(s): Master Student, Doctoral Student

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30941D	048	Lecture	2:00-2:50pm	Wednesday	17 of 30	Pierluigi Nuzzo	EEB248

EE 599: Special Topics (1.0-8.0 units, max 9)

The course content will be selected each semester to reflect current trends and developments in the field of electrical engineering.

Section	Session	Units	Type	Time	Days	Registered	Instructor	Location	Syllabus
Systems for Machine Learning
30683R	048	4.0	Lecture	6:30-8:20pm	Wednesday	35 of 40	Arash Saifhashemi	KAP146	PDF (318971 KB)
				9:00-10:50am 6:30-7:20pm	Saturday Monday			WPH207 KAP146
Robotic Mobility
31224D	048	4.0	Lecture	2:00-3:50pm	Tue, Thu	6 of 30	Feifei Qian	EEBB18	PDF (311301 KB)
Learning and Control for Safety-Critical Robotic Systems
31229D	048	4.0	Lecture	4:00-5:20pm	Mon, Wed	14 of 35	Somil Bansal	DMC205	PDF (323990 KB)
Analog, Mixed Signal, and RF Integrated Circuit Measurements
31236D	048	4.0	Lecture	12:00-1:50pm	Tue, Thu	11 of 20	Susan Schober	OHE230	PDF (98385 KB)
Intelligent Multimedia Systems
31238R	048	4.0	Lecture	2:00-3:50pm	Mon, Wed	Canceled	Feng Qian		PDF (309093 KB)
Bioelectronics
31322R	048	4.0	Lecture	12:00-1:50pm	Mon, Wed	9 of 35	Yasser Khan	DMC256	PDF (410978 KB)

EE 607: Microelectromechanical Systems (4.0 units)

Exploration of the technology methods and physical principles of MEMS, and survey various MEMS of current interest.

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30694R	048	Lecture	9:00-11:50am	Friday	10 of 25	Eun Kim	KAP165	PDF (1886357 MB)
			5:00-5:50pm	Monday			GFS104

Crosslist EE 626: Survey of Energy and Power for a Sustainable Future (4.0 units)

Power production includes conventional fossil fuels, synthetic fuels, hydroelectric, solar, wind, geothermal, biomass and nuclear. The environmental consequences of various energy sources are discussed.

Crosslist: This course is offered by the AME department but may qualify for major credit in EE. To register, enroll in AME 577.

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
28920D	034	Lecture	12:00-1:50pm	Mon, Wed	13 of 45	Wei Wu	DEN@Viterbi	PDF (291145 KB)
29084R	048	Lecture	12:00-1:50pm	Mon, Wed	16 of 30	Wei Wu	OHE100C	PDF (291145 KB)

EE 631: Mixed-Signal Integrated Circuits (4.0 units)

Fundamentals of sampling and discrete-time signals; analog to digital converters; digital to analog converters; switched-capacitor circuits.

Prerequisite: EE 536A

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30697R	048	Lecture	2:00-3:50pm	Mon, Fri	13 of 30	Mike Shuo-Wei Chen	MRF229

EE 632a: Integrated Communication Systems (4.0 units)

System- and transistor-level analysis and design of integrated circuits for wireless communications. Wireless communication concepts; radiofrequency transceiver architectures; low-noise amplifiers; mixers; oscillators; power amplifiers.

Prerequisite: EE 536A

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30667R	048	Lecture	10:00-11:50am	Mon, Wed	7 of 30	Hossein Hashemi	GFS222

EE 658: Diagnosis and Design of Reliable Digital Systems (4.0 units)

Fault models; test generation; fault simulation; self-checking and self-testing circuits; design for testability; fault tolerant design techniques; case studies; search techniques; memory testing.

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30883R	048	Lecture	11:00-2:50pm	Saturday	16 of 40	Moe Tabar	KAP158

EE 660: Machine Learning II: Mathematical Foundations and Methods (4.0 units)

Supervised, semi-supervised, and unsupervised machine learning; domain adaptation and transfer learning; human interpretability. Feasibility of learning, model complexity, and performance (error) on unseen data.

Prerequisite: EE 503 and EE 510 and EE 559

Section	Session	Type	Time	Days	Registered	Instructor	Location
30460R	048	Lecture	4:00-5:50pm	Mon, Wed	28 of 80	Stephen Tu	OHE136
31100R	048	Discussion	11:00-11:50am	Friday	28 of 80		OHE136
30877D	034	Lecture	4:00-5:50pm	Mon, Wed	0 of 20	Stephen Tu	DEN@Viterbi
31103D	034	Discussion	11:00-11:50am	Friday	0 of 20		DEN@Viterbi

EE 690: Directed Research (1.0-4.0 units)

Laboratory study of specific problems by candidates for the degree Engineer in Electrical Engineering. Graded CR/NC.

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30830D	048	Lecture	TBA	TBA	9 of 60	Richard Leahy,Michelle Povinelli	OFFICE

EE 790: Research (1.0-12.0 units)

Research leading to the doctorate. Maximum units which may be applied to the degree to be determined by the department. Graded CR/NC.

Section	Session	Type	Time	Days	Registered	Instructor	Location	Syllabus	Info
30831D	048	Lecture	TBA	TBA	187 of 200	Richard Leahy,Tony Levi	OFFICE