ELEN E1101x or y The Digital Information Age 3 pts. Lect: 3. An introduction to information transmission and storage, including technological issues. Binary numbers; elementary computer logic; digital speech and image coding; basics of compact disks, telephones, modems, faxes, UPC bar codes, and the World Wide Web. Projects include implementing simple digital logic systems and Web pages. Intended primarily for students outside the School of Engineering and Applied Science. The only prerequisite is a working knowledge of elementary algebra.

ELEN E1201y Introduction to electrical engineering Lect: 3. Lab:1. 3.5 pts. Prerequisites: MATH V1101. Basic concepts of electrical engineering. Exploration of selected topics and their application. Electrical variables, circuit laws, nonlinear and linear elements, ideal and real sources, transducers, operational amplifiers in simple circuits, external behavior of diodes and transistors, first order RC and RL circuits. Digital representation of a signal, digital logic gates, flipflops. A lab is an integral part of the course. Required of electrical engineering and computer engineering majors.

ELEN E3043x Solid state, microwave, and fiber optics laboratory Lect:1. Lab: 6. 3 pts. Prerequisites: ELEN E3106 and ELEN E3401. Optical electronics and communications. Microwave circuits. Physical electronics.

ECBM E3060x Introduction to genomic information science and technology Lect: 3. 3 pts. Introduction to the information system paradigm of molecular biology. Representation, organization, structure, function and manipulation of the biomolecular sequences of nucleic acids and proteins. The role of enzymes and gene regulatory elements in natural biological functions as well as in biotechnology and genetic engineering. Recombination and other macromolecular processes viewed as mathematical operations with simulation and visualization using simple computer programming. This course shares lectures with ECBM E4060, but the work requirements differ somewhat.

ELEN E3081x Circuit analysis laboratory Lab: 3. 1 pt. Prerequisites: ELEN E1201 or equivalent. Corequisites: ELEN E3201. Companion lab course for ELEN E3201. Experiments cover such topics as: use of measurement instruments; HSPICE simulation; basic network theorems; linearization of nonlinear circuits using negative feedback; opamp circuits; integrators; second order RLC circuits. The lab generally meets on alternate weeks.

ELEN E3082y Digital systems laboratory 1 pt. Lab: 3. Corequisites: CSEE W3827 Recommended preparation: ELEN E1201 or the equivalent. Companion lab course for CSEE W3827. Experiments cover such topics as logic gates; flip-flops; shift registers; counters; combinational logic circuits; sequential logic circuits; programmable logic devices. The lab generally meets on alternate weeks.

ELEN E3083y Electronic circuits laboratory 1 pt. Lab: 3. Prerequisites: ELEN E3081. Corequisites: ELEN E3331. Companion lab course for ELEN E3331. Experiments cover such topics as macromodeling of nonidealities of opamps using SPICE; Schmitt triggers and astable multivibrations using opamps and diodes; logic inverters and amplifiers using bipolar junction transistors; logic inverters and ring oscillators using MOSFETs; filter design using opamps. The lab generally meets on alternate weeks.

ELEN E3084x Signals and systems laboratory Lab: 3. 1 pt. Corequisites: ELEN E3801. Companion lab course for ELEN E3801. Experiments cover topics such as: introduction and use of MATLAB for numerical and symbolic calculations; linearity and time invariance; continuous-time convolution; Fourier-series expansion and signal reconstruction; impulse response and transfer function; forced response. The lab generally meets on alternate weeks.

ELEN E3106x Solid-state devices and materials Lect: 3. Recit. 1. 3.5 pts. Prerequisites: MATH V1201 or the equivalent. Corequisites: PHYS C1403 or PHYS C2601 or equivalent. Crystal structure and energy band theory of solids. Carrier concentration and transport in semiconductors. P-n junction and junction transistors. Semiconductor surface and MOS transistors. Optical effects and optoelectronic devices.

ELEN E3201x Circuit analysis Lect:3. Recit:1. 3.5 pts. Prerequisites: ELEN E1201 or the equivalent. Corequisites: MATH V1201. A course on analysis of linear and nonlinear circuits and their applications. Formulation of circuit equations. Network theorems. Transient response of first and second order circuits. Sinusoidal steady state-analysis. Frequency response of linear circuits. Poles and zeros. Bode plots. Two-port networks.

ELEN E3331y Electronic circuits Lect. 3. 3 pts. Prerequisites: ELEN E3201. Operational amplifier circuits. Diodes and diode circuits. MOS and bipolar junction transistors. Biasing techniques. Small-signal models. Single-stage transistor amplifiers. Analysis and design of CMOS logic gates. A/D and D/A converters.

ELEN E3390y Electronic circuit design laboratory Lab 6. 3 pts. Prerequisites: ELEN E3082, E3083, E3331, E3401, E3801. Advanced circuit design laboratory. Students work in teams to specify, design, implement and test an engineering prototype. The work involves technical as well as non-technical considerations, such as manufacturability, impact on the environment, and economics. The project is chosen by the instructor and may change from year to year.

ELEN E3399x Electrical Engineering Practice 1 pt. Design project planning, written and oral technical communication, practical aspects of engineering as a profession, such as career development and societal and environmental impact.

ELEN E3401y Electromagnetics Lect: 3. 4 pts. Prerequisites: MATH V1201, PHYS C1402 or PHYS C1602, or equivalents. Basic field concepts. Interaction of time-varying electromagnetic fields. Field calculation of lumped circuit parameters. Transition from electrostatic to quasistatic and electromagnetic regimes. Transmission lines. Energy transfer, dissipation, and storage. Waveguides. Radiation.

EEME E3601x Classical control systems Lect. 3. 3 pts. Prerequisites: MATH E1210. Analysis and design of feedback control systems. Transfer functions; block diagrams; proportional, rate, and integral controllers; hardware; implementation. Routh stability criterion, root locus, Bode and Nyquist plots, compensation techniques.

ELEN E3701y Introduction to communication systems Lect: 3. 3 pts. Prerequisites: ELEN E3801. Corequisites: SIEO W3658. A basic course in communication theory, stressing modern digital communication systems. Nyquist sampling, PAM and PCM/DPCM systems, time division multipliexing, high frequency digital (ASK, OOK, FSK, PSK) systems, and AM and FM systems are among the topics covered. Also included is an introduction to noise processes, detecting signals in the presence of noise, Shannon's theorem on channel capacity, and elements of coding theory.

ELEN E3801x Signals and systems Lect: 3. 3.5 pts. Corequisites: MATH V1201. Modeling, description, and classification of signals and systems. Continuous-time systems. Time domain analysis, convolution. Frequency domain analysis, transfer functions. Fourier series. Fourier and Laplace transforms. Discrete-time systems and the Z transform.

CSEE W3827x and y Fundamentals of computer systems 3 pts. Lect: 3. Prerequisites: An introductory programming course (COMS W1007 or COMS W1009 or the equivalent). Fundamentals of computer organization and digital logic. Boolean algebra, Karnaugh maps, basic gates and components, flipflops and latches, counters and state machines, basics of combinational and sequential digital design. Assembly language, instruction sets, ALU�s, single-cycle and multi-cycle processor design, introduction to pipelined processors, caches, and virtual memory.

ELEN E3998x and y Projects In electrical engineering 0 to 3 pts. May be repeated for credit, but no more than 3 total points may be used for degree credit. Prerequisite: approval by a faculty member who agrees to supervise the work. Independent project involving laboratory work, computer programming, analytical investigation, or engineering design.

BMEB W4011x Computational Neuroscience: Circuits In the Brain Lect: 3. 3 pts. Prerequisites: ELEN E3801 or BIOL W3004. Biophysics of computation, the Hodgkin-Huxley neuron, modeling and analysis of ion channels, basic dendritic integration. Integrate-and-fire and other spiking neuron models, stimulus representation and the neural code, time encoding and stimulus recovery, information representation with time encoding machines, fast algorithms for stimulus recovery, elements of spike processing and neural computation. Modeling synapses and synaptic transmission, synaptic plasticity and learning algorithms. Projects in Matlab.

ECBM E4060x Introduction to genomic information science and technology Lect: 3. 3 pts. Introduction to the information system paradigm of molecular biology. Representation, organization, structure, function and manipulation of the biomolecular sequences of nucleic acids and proteins. The role of enzymes and gene regulatory elements in natural biological functions as well as in biotechnology and genetic engineering. Recombination and other macromolecular processes viewed as mathematical operations with simulation and visualization using simple computer programming. This course shares lectures with ECBM E3060, but the work requirements differ somewhat.

CSEE W4119x and y Computer Networks 3 pts. Lect: 3. Corequisites: SIEO W3658 or W3600 or the equivalent. Introduction to computer networks and the technical foundations of the Internet, including applications, protocols, local area networks, algorithms for routing and congestion control, security, elementary performance evaluation. Several written and programming assignments required.

CSEE W4140x or y Networking Laboratory 4 pts. Lect: 3. Prerequisites: CSEE W4119 or the equivalent. In this course, students will learn how to put "principles into practice," in a hands-on-networking lab course. The technologies and protocols of the internet will be covered, using equipment currently available to large internet service providers such as CISCO routers and end-systems. A set of laboratory experiments will provide hands-on experience with engineering wide-area networks and will familiarize students with the Internet Protocol (IP), Address Resolution Protocol (ARP), Internet Control Message Protocol (ICMP), User Datagram Protocol (UDP) and Transmission Control Protocol (TCP), the Domain Name System (DNS), routing protocols (RIP, OSPF, BGP), network management protocols (SNMP), and application-level protocols (FTP, TELNET, SMTP).

ELEN E4193 Modern Display Science and Technology Lect: 3. 3 pts. Prerequisites: Linear algebra, differential equations, and basic semiconductor physics. Introduction to modern display systems in an engineering context. The basis for visual perception, image representation, color space, metrics of illumination. Physics of luminescence, propagation and manipulation of light in anisotropic media, emissive displays, and spatial light modulators. Fundamentals of display addressing, the Alt-Pleshko theorem, multiple line addressing. Large area electronics, fabrication, and device integration of commercially important display types. A series of short laboratories will reinforce material from the lectures. Enrollment may be limited.

ELEN E4301y Introduction to semiconductor devices Lect. 3. 3 pts. Prerequisites: ELEN E3106 or the equivalent. Semiconductor physics. Carrier injection and recombination. P-n junction and diodes: Schottky barrier and heterojunctions, solar cells and light-emitting diodes. Junction and MOS field-effect transistors, bipolar transistors. Tunneling and charge-transfer devices.

ELEN E4312x Analog electronic circuits Lect. 3. 3 pts. Prerequisites: ELEN E3331 and ELEN E3801. Differential and multistage amplifiers; small-signal analysis; biasing techniques; frequency response; negative feedback; stability criteria; frequency compensation techniques. Analog layout techniques. An extensive design project is an integral part of the course.

ELEN E4314y Communication circuits Lect: 3. 3 pts. Prerequisites: ELEN E4312. Principles of electronic circuits used in the generation, transmission, and reception of signal waveforms, as used in analog and digital communication systems. Nonlinearity and distortion; power amplifiers; tuned amplifiers; oscillators; multipliers and mixers; modulators and demodulators; phase-locked loops. An extensive design project is an integral part of the course.

ELEN E4321x Digital VLSI circuits Lect: 3. 3 pts. Recommended Preparation ELEN E3331, CSEE W3827, and ELEN E3106. Design and analysis of high speed logic and memory. Digital CMOS and BiCMOS device modeling. Integrated circuit fabrication and layout. Interconnect and parasitic elements. Static and dynamic techniques. Worst-case design. Heat removal and I/O. Yield and circuit reliability. Logic gates, pass logic, latches, PLAs, ROMs, RAMs, receivers, drivers, repeaters, sense amplifiers.

EECS E4340x Computer hardware design Lect: 2. Lab: 3. 3 pts. Prerequisites: ELEN E3331 and CSEE W3827. Practical aspects of computer hardware design through the implementation, simulation, and prototyping of a PDP-8 processor. High-level and assembly languages, I/O, interrupts, datapath and control design, pipelining, busses, memory architecture. Programmable logic and hardware prototyping with FPGAs. Fundamentals of VHDL for register-transfer level design. Testing and validation of hardware. Hands-on use of industry CAD tools for simulation and synthesis.

ELEN E4401x Wave transmission and fiber optics Lect: 3. 3 pts. Prerequisites: ELEN E3401 or the equivalent. Waves and Maxwell's equations. Field energetics, dispersion, complex power. Waves in dielectrics and in conductors. Reflection and refraction. Oblique incidence and total internal reflection. Transmission lines and conducting waveguides. Planar and circular dielectric waveguides; integrated optics and optical fibers. Hybrid and LP modes. Graded-index fibers. Mode coupling; wave launching.

ELEN E4411x Fundamentals of photonics Lect: 3. 3 pts. Prerequisites: ELEN E3401 or the equivalent. Planar resonators. Photons and photon streams. Photons and atoms: energy levels and band structure; interactions of photons with matter; absorption, stimulated and spontaneous emission; thermal light, luminescence light. Laser amplifiers: gain, saturation, and phase shift; rate equations; pumping. Lasers: theory of oscillation; laser output characteristics. Photons in semiconductors: generation, recombination, and injection; heterostructures; absorption and gain coefficients. Semiconductor photon sources: LEDs; semiconductor optical amplifiers; homojunction and heterojunction laser diodes. Semiconductor photon detectors: p-n, p-i-n, and heterostructure photo diodes; avalanche photodiodes.

ELEN E4488x Optical Systems 3 pts. Prerequisites: ELEN E3401 or the equivalent. Introduction to optical systems based on physical design and engineering principles. Fundamental geometrical and wave optics with specific emphasis on developing analytical and numerical tools used in optical engineering design. Focus on applications that employ optical systems and networks, including examples in holographic imaging, tomography, Fourier imaging, confocal microscopy, optical signal processing, fiber optic communication systems, optical interconnects and networks.

ELEN E4501x Electromagnetic Devices and Energy Conversion Lect: 3. 3 pts. Prerequisites: ELEN E3401. Linear and nonlinear magnetic circuits. Electric and magnetic energy storage, loss, and transfer. Circuit behavior of energy storage and transfer devices. Field theory of moving bodies. Dynamical equations of an electromechanical system. Electromechanical and thermo-electric sensors and actuators. Rotating electric energy converters. Superconductivity and applications.

ELEN E4503x Sensors, actuators, and electromechanical systems Lect: 3. 3 pts. Prerequisites: ELEN E3201 and E3401, or the equivalents. Electromagnetic energy storage, loss, and transfer. Dynamics of electromechanical systems. Linearization of nonlinear coupled dynamical equations and equivalent circuits. Electromechanical actuators: acoustic, IC processed micromachines. Electromechanical sensors: acoustic, pressure, and acceleration. Thermal sensors: polysilicon thermopiles and bipolar transistor temperature sensors. Electro-optic sensors: visible light, infrared, and x-ray.

EEME E4601y Digital control systems Lect: 3. 3 pts. Prerequisites: ELEN E3801 or EEME E3601, or the equivalent. Real-time control using digital computers. Solving scalar and state-space difference equations. Discrete equivalents of continuous systems fed by holds. Z-transfer functions. Creating closed-loop difference equation models by Z-transform and state variable approaches. The Nyquist frequency and sample rate selection. Classical- and modern-based digital control laws. Digital system identification.

ELEN E4702x or y Digital Communications Lect: 3. 3 pts. Prerequisites: ELEN E3701 or the equivalent. Digital communications for both point-to-point and switched applications is further developed. Optimum receiver structures and transmitter signal shaping for both binary and M-ary signal transmission. An introduction to block codes and convolutional codes, with application to space communications.

ELEN E4703y Wireless communications Lect: 3. 3 pts. Prerequisites: ELEN E3701 or the equivalent. Wireless communication systems. System design fundamentals. Trunking theory. Mobile radio propagation. Reflection of radio waves. Fading and multipath. Modulation techniques; signal space; probability of error, spread spectrum. Diversity. Multiple access.

ELEN E4810x Digital signal processing Lect: 3. 3 pts. Prerequisites: ELEN E3801. Digital filtering in time and frequency domain, including properties of discrete-time signals and systems, sampling theory, transform analysis, system structures, IIR and FIR filter design techniques, the Discrete Fourier Transform, Fast Fourier Transforms.

ELEN E4815y Random signals and noise Lect: 3. 3 pts. Prerequisites: SIEO W3658 or the equivalent. Characterization of stochastic processes as models of signals and noise; stationarity, ergodicity, correlation functions, and power spectra. Gaussian processes as models of noise in linear and nonlinear systems; linear and nonlinear transformations of random processes; orthogonal series representations. Applications to circuits and devices, to communication, control, filtering, and prediction.

CSEE W4823x or y Advanced logic design Lect: 3. 3 pts. Prerequisites: CSEE W3827 or the equivalent. An introduction to modern digital system design. Advanced topics in digital logic: controller synthesis (Mealy and Moore machines); adders and multipliers; structured logic blocks (PLDs, PALs, ROMs); iterative circuits. Modern design methodology: register transfer level modeling (RTL); algorithmic state machines (ASMs); introduction to hardware description languages (VHDL or Verilog); system-level modeling and simulation; design examples.

CSEE W4824x or y Computer Architecture 3 pts. Lect: 3. Prerequisites: CSEE W3827 or the equivalent. Focuses on advanced topics in modern computer architecture, illustrated by recent case studies. Fundamentals of quantitative analysis. Pipelined, out-of-order, and speculative execution. Superscalar, VLIW and vector processors. Embedded processors. Memory hierarchy design. Multiprocessors and thread-level parallelism. Synchronization and cache coherence protocols. Interconnection networks.

ELEN E4830y Digital image processing Lect: 3. 3 pts. Introduction to the mathematical tools and algorithmic implementation for representation and processing of digital still and moving pictures. Topics include image representation, thresholding, halftoning, linear and nonlinear filtering, edge detection, image transforms, enhancement, restoration, segmentation, motion analysis, and coding for data compression.

CSEE W4840y Embedded systems 3 pts. Lect: 3. Prerequisites: CSEE W4823 or the equivalent. Embedded system design and implementation combining hardware and software. I/O, interfacing, and peripherals. Weekly laboratory sessions and term project on design of a microprocessor-based embedded system including at least one custom peripheral. Knowledge of C programming and digital logic required.

CSEE E4861y Computer-aided design for digital systems Lect: 3. 3 pts. Prerequisites: CSEE W3827 plus COMS W3133, W3137, W3139, or the equivalent. Topics include hands-on design projects using commercial CAD tools; the theory behind the tools; modern digital system design (the VHDL lenguage, register-transfer level modeling, algorithmic state machines, designing a microarchitecture); controller synthesis and optimization (FSMs); exact and heuristic two-level logic minimization; multilevel logic optimization; technology mapping; binary decision diagrams (BDDs), and introduction to testability.

ELEN E4896y Music signal processing Lect: 3. 3 pts. Prerequisites: A course on discrete-time signal processing (at the level of ELEN E3801 or, preferable, E4810). An introductory course on the applications of signal processing to music, suitable to seniors and first-year graduate students in electrical engineering, computer science, or music. Emphasis is placed on the signal processing operations in both recording and live environments. Topics covered include audio and room acoustics; microphones and loudspeakers; A/D conversion, dithering, and digital audio formats; analog and digital audio mixers; audio effects algorithms; sequences, samplers, and effects algorithms; sequences, samplers, and Digital Audio Workstations (DAW); mastering for CD and DVD production; and sound synthesis algorithms. Throughout the course case studies of real systems will be examined in detail. The course includes a site visit to a state-of-the-art professional recording facility.

ELEN E4998x or y Intermediate projects in electrical engineering 0 to 3 pts. Prerequisites: The instructor's permission. May be repeated for credit, but no more than 3 total points may be used for degree credit. Substantial independent project involving laboratory work, computer programming, analytical investigation, or engineering design.

ELEN E6001x-E6002y Advanced projects in electrical engineering 1-4 pts. May be repeated for up to 6 points of credit. Graduate-level projects in various areas of electrical engineering and computer science. In consultation with an instructor, each student designs his or her project depending on the student's previous training and experience. Students should consult with a professor in their area for detailed arrangements no later than the last day of registration.

ELEN E6010y Systems Biology: Design Principles for Biological Circuits Lect: 3. 4.5 pts. Prerequisites: ECBM E4060 or the instructor's permission. Beyond bioinformatics, cells as systems. Metabolic networks, transcription regulatory networks, signaling networks. Deterministic and stochastic kinetics. Mathematical representation of reconstructed networks. Network motifs. Signal transduction and neuronal networks. Robustness. Bacterial chemotaxis and patterning in fruit fly development. Kinetic proofreading. Optimal gene circuit design. Rules for gene regulation. Random networks and multiple time scales. Biological information processing. Numerical and simulation techniques. Major project(s) in Matlab.

EEBM E6020y Methods of Computational Neuroscience Lect: 3. 4.5 pts. Prerequisites: BMEB W4011 or the instructor's permission. Formal methods in computational neuroscience including methods of signal processing, communications theory, information theory, systems and control, system identification and machine learning. Molecular models of transduction pathways. Robust adaptation and integral feedback. Stimulus representation and groups. Stochastic and dynamical systems models of spike generation. Neural diversity and ensemble encoding. Time encoding machines and neural codes. Stimulus recovery with time decoding machines. MIMO models of neural computation. Synaptic plasticity and learning algorithms. Major project(s) in Matlab.

BMEE E6030y Neural Modeling and Neuroengineering Lect: 3. 3 pts. Prerequisites: APMA E3101, ELEN E3801, and BMEB W4011, or the equivalent, or the instructor's permission. Engineering perspective on the study of multiple levels of brain organization, from single neurons to cortical modules and systems. Mathematical models of spiking neurons, neural dynamics, neural coding, and biologically-based computational learning. Architectures and learning principles underlying both artificial and biological neural networks. Computational models of cortical processing, with an emphasis on the visual system. Applications of principles in neuroengineering; neural prostheses, neuromorphic systems and biomimetics. Course will include a computer simulation laboratory.

ELEN E6080x or y Topics in systems biology (6080 to 6089) Lect: 2. 3 pts. Prerequisites: The instructor's permission. Selected advanced topics in systems biology. Content varies from year to year, and different topics rotate through the course numbers 6080 to 6089.

ELEN E6084 Topics In Systems Biology (see ELEN E6080) Prerequisites: The instructor's permission.

EEBM E6090x or y Topics in Computational Neuroscience and Neuroengineering (6090-6099) Lect: 2. 3 pts. Prerequisites: The instructor's permission. Selected advanced topics in computational neuroscience and neuroengineering. Content varies from year to year, and different topics rotate through the course numbers 6090-6099.

CSEE E6180x or y Modeling and performance evaluation Lect: 2. 3 pts. Prerequisites: COMS W4118 and SIEO W4150 or permission of the instructor. Introduction to queuing analysis and simulation techniques. Evaluation of time-sharing and multiprocessor systems. Topics include priority queuing, buffer storage, and disk access, interference and bus contention problems, and modeling of program behaviors.

ELEN E6201x Linear system theory Lect: 3. 3 pts. Prerequisites: ELEN E3801 and APMA E3101, or the equivalents. Abstract objects, the concepts of state. Definition and properties of linear systems. Characterization of linear continuous-time and discrete-time, fixed, and time-varying systems. State-space description; fundamental matrix, calculation by computer and matrix methods. Modes in linear systems. Adjoint systems. Controllability and observability. Canonical forms and decompositions. State estimators. Lyapunov's method and stability.

ELEN E6312y Advanced analog integrated circuits Lect: 3. 4.5 pts. Prerequisites: ELEN E4312. Previously ELEN E6303. Integrated circuit device characteristics and models; temperature- and supply-independent biasing; IC operational amplifier analysis and design; feedback amplifiers, stability and frequency compensation techniques; noise in circuits; low-noise design. Computer-aided analysis techniques are extensively used. An extensive design project is an integral part of the course.

ELEN E6314x Advanced Communication Circuits Lect: 3. 4.5 pts. Prerequisites: ELEN E4314 and ELEN E6312. Previously ELEN E6306. Overview of communication systems, modulation and detection schemes. Receiver and transmitter architectures. Noise, sensitivity, and dynamic range. Nonlinearity and distortion. Low-noise amplifiers, mixers, and oscillators. Phase-locked loops and frequency synthesizers. Power amplifiers. Typical applications include wireless transceivers and optical links. Computer-aided analysis techniques are extensively used. An extensive design project is an integral part of the course.

ELEN E6318x or y Microwave circuit design Lect: 3. 3 pts. Prerequisites: ELEN E3331 and E3401, or the equivalents. Introduction to microwave engineering and microwave circuit design. Review of transmission lines. Smith chart, S-parameters, microwave impedance matching, transformation and power combining networks, active and passive microwave devices, S-parameter-based design of RF and microwave amplifiers. A microwave circuit design project. (using microwave CAD) is an integral part of the course.

ELEN E6321y Advanced digital electronic circuits Lect: 3. 4.5 pts. Prerequisites: ELEN E4321. Advanced topics in the design of digital integrated circuits. Clocked and non-clocked combinational logic styles. Timing circuits: latches and flip-flops, phase-locked loops, delay-locked loops. SRAM and DRAM memory circuits. Modeling and analysis of on-chip interconnect. Power distribution and power-supply noise. Clocking, timing, and synchronization issues. Circuits for chip-to-chip electrical communication. Advanced technology issues that affect circuit design. The class may include a team circuit design project.

ELEN E6331y Principles of semiconductor physics, I Lect: 2. 3 pts. Prerequisites: ELEN E4301. Designed for students interested in research in semiconductor materials and devices. Topics include energy bands: nearly free electron and tight-binding approximations, the k.p. method, quantitative calculation of band structures and their applications to quantum structure transistors, photodetectors, and lasers; semiconductor statistics, Boltzmann transport equation, scattering processes, quantum effect in transport phenomena, properties of heterostructures. Quantum mechanical treatment throughout.

ELEN E6332y Principles of Semiconductor Physics, II Lect: 2. 3 pts. Prerequisites: ELEN E6331. Optical properties including absorption and emission of radiation, electron-phonon interactions, radiative and phonon-mediated processes, excitons, plasmons, polaritons, carrier recombination and generation, and related optical devices, tunneling phenomena, superconductivity. Quantum mechanical treatment throughout, heavy use of perturbation theory.

ELEN E6333y Semiconductor device physics Lect: 2. 3 pts. Prerequisites: ELEN E4301 or the equivalent. Physics and properties of semiconductors. Transport and recombination of excess carriers. Schottky, P-N, MOS, and heterojunction diodes. Field effect and bipolar junction transistors. Dielectric and optical properties. Optical devices including semiconductor lamps, lasers, and detectors.

ELEN E6412y Lightwave devices Lect: 2. 3 pts. Prerequisites: ELEN E4411. Electro-optics: principles; electro-optics of liquid crystals and photo-refractive materials. Nonlinear optics: second-order nonlinear optics; third-order nonlinear optics; pulse propagation and solitons. Acousto-optics: interaction of light and sound; acousto-optic devices. Photonic switching and computing: photonic switches; all-optical switches; bistable optical devices. Introduction to fiber-optic communications: components of the fiber-optic link; modulation, multiplexing and coupling; system performance; receiver sensitivity; coherent optical communications.

ELEN E6413y Lightwave systems Lect: 2. 3 pts. Prerequisites: ELEN E4411. Recommended preparation: ELEN E6412. Fiber optics. Guiding, dispersion, attenuation, and nonlinear properties of fibers. Optical modulation schemes. Photonic components, optical amplifiers. Semiconductor laser transmitters. Receiver design. Fiber optic telecommunication links. Nonregenerative transmission using erbium-doped fiber amplifier chains. Coherent detection. Local area networks. Advanced topics in light wave networks.

ELEN E6488y Optical Interconnects and Interconnection Networks Lect: 2. 3 pts. Prerequisites: ELEN E4411 or ELEN E3488 or an equivalent photonics course. Introduction to optical interconnects and interconnection networks for digital systems. Fundamental optical interconnects technologies, optical interconnection network design, characterization, and performance evaluation. Enabling photonic technologies including free-space structures, hybrid and monolithic integration platforms for photonic on-chip, chip-to-chip, backplane, and node-to-node interconnects, as well as photonic networks on-chip.

EEME E6601x Introduction to control theory Lect: 3. 3 pts. Prerequisites: MATH E1210. A graduate-level introduction to classical and modern feedback control that does not presume an undergraduate background in control. Scalar and matrix differential equation models, and solutions in terms of state transition matrices. Transfer functions and transfer function matrices, block diagram manipulations, closed-loop response. Proportional, rate, and integral controllers, and compensators. Design by root locus and frequency response. Controllability, observability. Luenberger observers, pole placement, and linear-quadratic cost controllers.

EEME E6602y Modern control theory Lect: 3. 3 pts. Prerequisites: EEME E6601 or EEME E4601 or ELEN E6201, or the instructor's permission. Singular value decomposition. ARX model and state-space model system identification. Recursive least squares filters and Kalman filters. LQR, H, linear robust control, predictive control. Learning control, repetitive control, adaptive control. Liapunov and Popov stability. Nonlinear adaptive control, nonlinear robust control, sliding mode control.

ELEN E6711x Stochastic models in information systems Lect: 3. 4.5 pts. Prerequisites: SIEO W3658. Fundations: probability review, Poisson processes, discrete-time Markow models, continuous-time Markov models, stationarity, and ergodicity. The course presents a sample-path (time domain) treatment of stochastic models arising in information systems, including at least one of the following areas: communications networks (queueing systems), biological networks (hidden Markov models), Bayesian restoration of images (Gibbs fields), and electric networks (random walks).

ELEN E6712x Communication theory Lect: 3. 3 pts. Prerequisites: ELEN E4815, or the equivalent, or the instructor's permission. Representation of bandlimited signals and systems. Coherent and incoherent communications over Gaussian channels. Basic digital modulation schemes. Intersymbol inference channels. Fading multipath channels. Carrier and clock synchronization.

ELEN E6717x Information theory Lect: 2. 3 pts. Prerequisites: SIEO W3658 or a course in stochastic processes. Corequisites: ELEN E4815. Mutual information and entropy. The source coding theorem. The capacity of discrete memoryless channels and the noisy channel coding theorem. The rate distortion function. Discrete memoryless sources and single-letter distortion measures. Bhattacharya bounds, convolutional codes, and the Viterbi algorithm.

ELEN E6718y Algebraic coding theory Lect: 2. 3 pts. Prerequisites: SIEO W3658. Elementary concepts of error control codes. Linear block codes. Elements of algebra: Galois fields. Cyclic codes: BCH, Reed Solomon, Goppa codes. Coder, decoder implementation. Decoding algorithms based on spectral techniques. Convolutional codes.

ELEN E6761x Computer communication networks, I Lect: 3. 3 pts. Prerequisites: SIEO W3658 and CSEE W4119 or the equivalent, or the instructor's permission. Focus on architecture protocols and performance evaluation of geographically distributed and local area data networks. Emphasis on layered protocols. Data link layer. Network layer: flow and congestion control routing. Transport layer. Typical Local and Metropolitan Area Network standards: Ethernet, DQDB, FDDI. Introduction to internetting. Review of relevant aspects of queueing theory to provide the necessary analytical background.

ELEN E6770x or y Topics in telecommunication networks (6770-6779) Lect: 2. 3 pts. Further study of areas such as communication protocols and architectures, flow and congestion control in data networks, performance evaluation in integrated networks. Content varies from year to year, and different topics rotate through the course numbers 6770 to 6779.

ELEN E6771 Topics In Telecommunication Networks (see ELEN E6770).

ELEN E6772 Topics In Telecommunication Networks (see ELEN E6770).

ELEN E6773 Topics In Telecommunication Networks (see ELEN E6770).

ELEN E6820y Speech and audio processing and recognition Lect: 3. 4.5 pts. Prerequisites: ELEN E4810 or the instructor's permission. Fundamentals of digital speech processing and audio signals. Acoustic and perceptual basics of audio. Short-time Fourier analysis. Analysis and filterbank models. Speech and audio coding, compression, and reconstruction. Acoustic feature extraction and classification. Recognition techniques for speech and other sounds, including hidden Markov models.

CSEE E6847y Distributed Embedded Systems 3 pts. Lect: 2. Prerequisites: Any course numbered in the COMS4110s, CSEE4800s, or ELEN4300s, or the instructor's permission. An inter-disciplinary graduate-level seminar on the design of distributed embedded systems. System robustness in the presence of highly variable communication delays and heterogeneous component behaviors. The study of the enabling technologies (VLSI circuits, communication protocols, embedded processors, RTOSs), models of computation, and design methods. The analysis of modern domain-specific applications including on-chip micro-networks, multiprocessor systems, fault-tolerant architectures, and robust deployment of embedded software. Research challenges such as design complexity, reliability, scalability, safety, and security. The course requires substantial reading, class participation and a research project.

ELEN E6850x Visual information systems Lect: 2. 3 pts. Prerequisites: ELEN E4830 or the instructor's permission. Introduction to critical image technologies in advanced visual information systems, such as content-based image databases, video servers, and desktop video editors. Intended for graduate students. Topics include visual data representation and compression, content-based visual indexing and retrieval, storage system design (data placement, scheduling, and admission control), compressed video editing, and synchronization issues of stored video/audio signals. Programming projects and final presentations are required.

ELEN E6860y Advanced digital signal processing Lect: 2. 3 pts. Prerequisites: ELEN E4810. This course is designed as an extension to ELEN E4810, with emphasis on emerging techniques in the area of digital signal processing. Topics include multirate signal processing, multidimensional signal processing, short-time Fourier transform, signal expansion in discrete and continuous time, filter banks, multiresolution analysis, wavelets, and their applications to image compression and understanding. Other topics may be included to reflect developments in the field.

EECS E6870x or y Speech Recognition Lect: 2. 3 pts. Prerequisites: Basic probability and statistics. Theory and practice of contemporary automatic speech recognition. Gaussian mixture distributions, hidden Markov models, pronunciation modeling, decision trees, finite-state transducers, and language modeling. Selected advanced topics will be covered in more depth.

ELEN E6880x or y Topics in signal processing (6880 to 6889) Lect: 2. 3 pts. Prerequisites: ELEN E4810. Advanced topics in signal processing, such as multidimensional signal processing, image feature extraction, image/video editing and indexing, advanced digital filter design, multirate signal processing, adaptive signal processing, and wave-form coding of signals. Content varies from year to year, and different topics rotate through the course numbers 6880 to 6889.

ELEN E6881 Topics in Signal Processing (see ELEN E6880) Prerequisites: ELEN E4810.

ELEN E6883 Topics in Signal Processing (see ELEN E6880) Prerequisites: ELEN E4810.

ELEN E6900x or y Topics in electrical and computer engineering (6900-6909) Lect: 2. 3 pts. Prerequisites: The instructor's permission. Selected topics in electrical and computer engineering. Content varies from year to year, and different topics rotate through the course numbers 6900 to 6909.

ELEN E6909 Topics In Electrical and Computer Engineering (see ELEN E6900) Prerequisites: The instructor's permission.

ELEN E6945x or y Device nanofabrication Lect: 3. 3pts. Prerequisites: ELEN E3106 and E3401, or the equivalents. Recommended: ELEN E4944. This course provides an understanding of the methods used for structuring matter on the nanometer length: thin-film technology; lithographic patterning and technologies including photon, electron, ion and atom, scanning probe, soft lithography, and nanoimprinting; pattern transfer; self-assembly; process integration; and applications.

ELEN E6950x Wireless and mobile networking, I Lect: 2. Lab: 1. 4.5 pts. Corequisites: ELEN E6761 or the instructor's permission. Overview of mobile and wireless networking. Fundamental concepts in mobile wireless systems: propagation and fading, cellular systems, channel assignment, power control, handoff. Examples of second-generation circuits-switched systems and standards. Quantitative homework assignments may require use of a mathematical software package.

ELEN E6951y Wireless and mobile networking, II Lect: 2. Lab: 1. 3 pts. Prerequisites: CSEE W4119, ELEN E6761 or the instructor's permission. Third-generation packet switched systems, wireless LANs, mobile computing and communications. Study of some current research topics. Quantitative homework assignments may require use of a mathematical software package. A project based on readings from the literature will be required. Lab Required.

ELEN E6999 Curricular Practical Training 1-3 pts. May be repeated for up to 3 pts. of total credit. Prerequisites: Obtained internship and approval from a faculty advisor. Only for Electrical Engineering and Computer Engineering graduate students who include relevant off-campus work experience as part of their approved program of study. Final report required. May not be taken for pass/fail credit or audited.

EEME E8601x Advanced topics in control theory Lect: 2. 3 pts. See entry under "Courses in Mechanical Engineering" for description.

ELEN E9001x and y-E9002x an Research 0 to 6 pts. Points of credit to be approved by the department. Prerequisites: submission of an outline of the proposed research for approval by the faculty member who is to supervise the work of the student. The research facilities of the department are available to qualified students interested in advanced study.

ELEN E9011x and y-E9012x an Doctoral research 0 to 6 pts. Points of credit to be approved by the department. Open only to doctoral students who have passed the qualifying examinations. submission of an outline of the proposed research for the approval of the faculty member who is to supervise the work of the student. submission of an outline of the proposed research for the approval of the faculty member who is to supervise the work of the student.

ELEN E9800x and y Doctoral research instruction 3, 6, 9 or 12 pts. A candidate for the Eng.Sc.D. degree in electrical engineering must register for 12 points of doctoral research instruction. Registration in ELEN E9800 may not be used to satisfy the minimum residence requirement for the degree.

ELEN E9900x and y-9900 Doctoral dissertation 0 pts. A candidate for the doctorate may be required to register for this course every term after the student's course work has been completed, and until the dissertation has been accepted.

ELEN E3000x Introduction to circuits, systems, and electronics Lect: 3. Recit: 1. 3.5 pts. Introductory course in electrical circuits, systems, electronics, and digital information processing for non-electrical engineers.

EEHS E3900y History of telecommunications: from the telegraph to the Internet Lect. 3. 3 pts. Historical development of telecommunications from the telegraphy of the mid-1800s to the Internet at present. Included are the technologies of telephony, radio, and computer communications. The coverage includes both the technologies themselves and the historical events that shaped, and in turn were shaped by, the technologies. The historical development, both the general context and the particular events concerning communications, is presented chronologically. The social needs that elicited new technologies and the consequences of their adoption are examined. Throughout the course, relevant scientific and engineering principles are explained as needed. These include, among others, the concept and effective use of spectrum, multiplexing to improve capacity, digital coding, and networking principles. There are no prerequisites, and no prior scientific or engineering knowledge is required. SEAS students may not count this course as a technical elective. The course shares lectures with EEHS E4900, but the work requirements differ somewhat.

ELEN E4215y Analog Filter Synthesis and Design Lect: 3. 3 pts.Not offered in 2009-2010. Prerequisites: ELEN E3201 and ELEN E3801, or the equivalent. Approximation techniques for magnitude, phase, and delay specifications , transfer function realization sensitivity, passive LC filters, active RC filters, MOSFET-C filters, Gm-C filters, switched-capacitor filters, automatic tuning techniques for integrated filters. Filter noise. A design project is an integral part of the course.

ELEN E4302x or y Magnetic Sensors and Instruments for Medical Imaging Lect: 2. 5, Lab: 0.5. 3 pts.Not offered in 2009-2010. Prerequisites: ELEN E3106, ELEN E3401 or the instructor's permission. Physics of nuclear magnetic resonance (NMR) and superconducting quantum interference device (SQUID). Design and operation of superconducting DC magnet, RF receiver, Josephson junction, and integrated SQUID. Principles of biomedical sensoring systems including Magnetic Resonance Imaging (MRI), SQUID magnetometer, and NMR spectroscopy. Medical image formation and processing.

ELEN E4332y VLSI Design Laboratory Lab: 3. 3 pts. Prerequisites: ELEN E4321 or E6316 or EECS or E4340. Design of a large-scale deep submicron CMOS integrated circuit. The class may divide up into teams to work on different aspects of a single mixed-signal circuit. The chip(s) is fabricated for testing the following term. Lectures cover use of computer-aided design tools, design issues specific to the project(s), and chip integration issues.

ELEN E4405x Classical nonlinear optics 3 pts. Lect: 3. Prerequisites: ELEN E4401. Waves in anisotropic media. Maxwell's equations and constitutive relations. Fresnel equations. Optical waves in anisotropic crystals. Birefringence. Waves in nonlinear media. Plasma model. Electro-optic, Pockels, and Kerr effects. Second harmonic generation and phase matching. Parametric amplification. Backward-wave oscillator. Acousto-optic beam deflection and light modulation.

ELEN E4420x Topics In Electromagnetics Lect: 3. 3 pts.Not offered in 2009-2010. Prerequisites: knowledge of undergraduate electromagnetic theory. Selected topics in the theory and practice of electromagnetics, varying from year to year. Topic for current term will be available in the department office one month before registration. This course may be taken more than once when topics are different. Possible topics: microwave theory and design (generalized waveguides, excitation and coupling of waveguides, junctions, microwave networks, periodic structures, optical fibers); antennas (filamentary antennas, arrays, aperture radiation, system properties, pattern synthesis); electrodynamics (special relativity, radiation by charged particles, relativistic beams, free electron lasers).

ELEN E4720y Networking laboratory Lab: 3. 3 pts. Prerequisites: Knowledge of computer programming plus CSEE W4119 or the equivalent. Covers practical experience in network programming and systems. Weekly laboratory sessions on network programming and systems leading to a term project on design, implementation, debugging and integration of network protocols on IP routers. Emphasis on practical experience with (1) networking equipment including Intel IXP network processor-based routers, PC-based routers and commercial routers; and (2) the ns-2 simulator. Laboratory topics include socket programming, setting up a commercial router/PC-routers and wireless networks, setting routing tables, programming network processors, deploying network algorithms, and debugging UDP and TCP protocols.

ELEN E4741x Introduction To Biological Sensory Systems Lect: 3. 3 pts.Not offered in 2009-2010. Corequisites: SIEO W3658. Introduction to vision and hearing using engineering principles. Nature of sound and light; minimum detectable energy for human observers; excitation of the visual and hearing systems; rods, cones, and hair-cell receptors; the experiment of Hecht, Shlaer, and Pirenne; Poisson counting statistics; stimulus-based modeling; detection and false-alarm probabilities; de Vries-Rose square-root law; Weber's law; relation of sensory and communication systems.

CSEE W4825y Digital systems design 3 pts. Lect: 3. Prerequisites: CSEE W3827. Dynamic logic, field programmable gate arrays, logic design languages, multipliers. Special techniques for multilevel NAND and NOR gate circuits. Clocking schemes for one- and two-phase systems. Fault checking: scan method, built-in-test. Survey of logic simulation methods. Other topics to be added as appropriate.

EEHS E4900y History of telecommunications: from the telegraph to the Internet Lect: 3. 3 pts. Historical development of telecommunications from the telegraphy of the mid-1800s to the internet at present. Included are the technologies of telephony, radio and computer communications. The coverage includes both the technologies themselves and the historical events that shaped, and in turn were shaped by, the technologies. The historical development, both the general context and the particular events concerning communications, is presented chronologically. The social needs that elicited new technologies and the consequences of their adoption are examined. Throughout the course, relevant scientific and engineering principles are explained as needed. These include, among others, the concept and effective use of spectrum, multiplexing to improve capacity, digital coding, and networking principles. There are no prerequisites, and no prior scientific or engineering knowledge is required. SEAS students may not include this as a technical elective. This course shares lectures with EEHS E3900, but the work requirements differ somewhat.

ELEN E4944x Principles of Device Microfabrication Lect: 3. 3 pts.Not offered in 2009-2010. Science and technology of conventional and advanced microfabrication techniques for electronics, integrated and discrete components. Topics include diffusion; ion implantation, thin-film growth including oxides and metals, molecular beam and liquid-phase epitaxy; optical and advanced lithography; and plasma and wet etching.

ELEN E6140x Gallium Arsenide Materials Processing Lect: 3. 3 pts.Not offered in 2009-2010. Prerequisites: ELEN E4301 or the instructor's permission. Materials and device aspects of GaAs and compound technologies, electronic properties of GaAs, growth techniques (bulk and epitaxial), surface and etching properties, implantation, MESFETS, transferred electron devices, Impatt diodes, HEMTS, HBTs.

ELEN E6151y Surface Physics and Analysis of Electronic Materials Lect: 2. 3 pts.Not offered in 2009-2010. Prerequisites: The instructor's permission. Basic physical principles of methods of surface analysis, surfaces of electronic materials including structure and optical properties (auger electron spectroscopy, x-ray photoemission, ultraviolet photoelectron spectroscopy, electron energy loss spectroscopy, inverse photoemission, photo stimulated desorption, and low energy electron diffraction), physical principles of each approach.

ELEN E6211x or y Circuit Theory Lect: 3. 3 pts.Not offered in 2009-2010. Prerequisites: ELEN E3331 and ELEN E3801. An axiomatic development of circuit theory. Circuit theorems, circuit topology, general methods of circuit analysis. Normal form characterizations. Scattering characterization and sensitivity function. Basic network synthesis methods: immittance and transfer function realization, multiport realization, approximation techniques.

ELEN E6261y Computational Methods of Circuit Analysis Lect: 3. 3 pts.Not offered in 2009-2010. Prerequisites: ELEN E3331 and APMA E3101. Computational algorithms for DC, transient, and frequency analysis of linear and nonlinear circuits. Formulation of equations: state equations, hybrid equations, sparse tableaux. Solution techniques: iterative methods to solve nonlinear algebraic equations; piecewise linear methods; sparse matrix techniques; numerical integration of stiff, nonlinear differential equations, companion network models; waveform relaxation.

ELEN E6302x or y MOS Transistors Lect: 2. 3 pts.Not offered in 2009-2010. Prerequisites: ELEN E3106 or the equivalent. Operation and modelling of MOS transistors. MOS two- and three-terminal structures. The MOS transistor as a four-terminal device; general charge-sheet modelling; strong, moderate, and weak inversion models; short-and-narrow-channel effects; ion-implanted devices; scaling considerations in VLSI; charge modelling; large-signal transient and small-signal modelling for quasistatic and nonquasistatic operation.

ELEN E6304x or y Topics In Electronic Circuits Lect: 3. 3 pts.Not offered in 2009-2010. Prerequisites: The instructor's permission. State-of-the-art techniques in integrated circuits. Topics may change from year to year.

ELEN E6316x Analog Systems In VLSI 3 pts. Prerequisites: ELEN E6312. Previously ELEN E4304. Analog-digital interfaces in very large scale integrated circuits. Precision sampling; A/D and D/A converter architectures; switched capacitor circuits; system considerations.

ELEN E6403y Classical electromagnetic theory 4.5 pts. Lect: 3. Prerequisites: One term of undergraduate electromagnetic theory. A mathematical physics approach to electromagnetic phenomena. Poisson, Laplace equations; Green's functions. Theorems of electrostatics. Multipole expansions. Energy relations and stress tensor. Maxwell's equations in stationary and moving media. The wave equation, energy and momentum theorems, potentials, choice of gauge.

ELEN E6414y Photonic Integrated Circuits Lect: 3. 3 pts.Not offered in 2009-2010. Photonic integrated circuits are important subsystem components for telecommunications, optically controlled radar, optical signal processing, and photonic local area networks. This course will introduce the student to the devices and the design of these circuits. Principle and modelling of dielectic waveguides (including silica on silicon and InP based materials), waveguide devices (simple and star couplers), and surface diffractive elements. Numerical techniques for modelling circuits will be discussed, including beam propagation and finite difference codes. Design of other devices will be discussed: optical isolators, demultiplexers.

EEME E6610x Optimal control theory 3 pts. Lect: 3. Prerequisites: ELEN E6201 or EEME E6601. Objectives of optimal control. Continuous and discrete control problems. Calculus of variations: Mayer and Bolza; Pontryagin's maximum principle. Bang-bang and singular controls. Existence of optimal control. Hamilton-Jacobi theory and dynamic programming. Numerical methods. Optimal feedback control regulatory problems. Linear-quadratic-Gaussian estimation. Applications.

EEME E6612x or y Control of Nonlinear Dynamic Systems 3 pts. Lect: 3. Prerequisites: EEME E6601 or ELEN E6201 and an undergraduate controls course. Fundamental properties of nonlinear systems; qualitative analysis of nonlinear systems; nonlinear controllability and observability; nonlinear stability; zero dynamics and inverse systems; feedback stabilization and linearization; sliding control theory; nonlinear observers; describing functions.

ELEN E6713y Topics in Communications 3 pts. Lect: 3. Prerequisites: ELEN E6712 or ELEN E4702 or ELEN E4703 or the equivalent, or the instructor's permission. Advanced topics in communications, such as turbo codes, LDPC codes, multiuser communications, network coding, cross-layer optimization, cognitive radio. Content may vary from year to year to reflect the latest development in the field.

ELEN E6731y Satellite Communication Systems Lect: 2. 3 pts.Not offered in 2009-2010. Prerequisites: ELEN E4702. Introduction to satellite communication, with emphasis on characterization and systems engineering of the transmission channel. Power budgets, antennas, transponders, multiple access, and frequency re-use techniques. Noise, intermodulation, interference, and propagation effects. Modulation methods, earth terminals, and standards. Digital transmission and advanced systems.

ELEN E6762y Computer communication networks, II 3 pts. Lect: 2. Prerequisites: ELEN E6761. Broadband ISDN--Services and protocols; ATM. Traffic characterization and modeling: Markov-modulated Poisson and Fluid Flow processes; application to voice, video, and images. Traffic Management in ATM networks: admission and access control, flow control. ATM switch architectures; input/output queueing. Quality of service (QoS) concepts.

ELEN E6763y Digital Circuit Switched Networks Lect: 2. 3 pts.Not offered in 2009-2010. Prerequisites: ELEN E6761 or the instructor's permission. Current topics in digital circuit switching: introduction to circuit switching, comparison with packet switching, elements of telephone traffic engineering, space and time switching, call processing in digital circuit-switched systems, overload control mechanisms, nonhierarchical routing, common channel signaling, introduction to integrated services digital networks. Examples of current systems are introduced throughout. Emphasis on modeling and quantitative performance analysis. Queueing models introduced where possible.

ELEN E6781y Topics in modeling and analysis of random phenomena 3 pts. Lect: 3. Prerequisites: ELEN E6711. Recommended preparation: a course on real analysis and advanced probability theory. Current methodology in research in stochastic processes applied to communication, control, and signal processing. Topics vary from year to year to reflect student interest and current developments in the field.

CSEE E6831y Sequential Logic Circuits 3 pts. Lect: 3. Prerequisites: CSEE W3827 or any introduction to logic circuits. Generation and manipulation of flow table descriptions to asynchronous sequential functions. Coding of flow tables to satisfy various design criteria. Delays, races, hazards, metastability. Analysis of latches to determine key parameters. Bounds of input rates. Clocking schemes for synchronous systems. Synthesis of self-timed systems using 4-phase or 2-phase handshakes.

CSEE E6832x or y Topics In Logic Design Theory 3 pts. Lect: 3. Prerequisites: CSEE W3827 or any introduction to logic circuits. A list of topics for each offering of the course is available in the department office one month before registration. May be taken more than once if topics are different. Iterative logic circuits applied to pattern recognition. Finite state machines; alternative representations, information loss, linear circuits, structure theory. Reliability and testability of digital systems.

ELEN E6920x or y Topics In VLSI Systems Design Lect: 2. 3 pts.Not offered in 2009-2010. Prerequisites: ELEN E4321. Design automation: layout, placement, and routing. Circuit simulation algorithms and optimization of performance and area. Multiprocessor computing systems. Verification of testing. Topics may change from year to year.

ELEN E8701y Point Processes In Information and Dynamical Systems Lect: 3. 3 pts.Not offered in 2009-2010. Prerequisites: ELEN E6711 or the equivalent. Recommended preparation: a course in measure theory or advanced probability theory. Probability and point processes. Random intensity rate, martingales, and the integral representation of point process martingales. Recursive estimation, the theory of innovations, state estimate for queues. Markovian queueing networks. Hypothesis testing, the separation between filtering and detection. Mutual information and capacity for the Poisson-type channel. Stochastic control, dynamic programming for intensity control.

ELEN E9060x or y Seminar in systems biology Lect: 2. 3 pts. Open to doctoral candidates, and to qualified M.S. candidates with the instructor's permission. Study of recent developments in the field of systems biology.

EEBM E9070x or y Seminar in Computational Neuroscience and Neuroengineering Lect: 2. 3pts. Prerequisites: Open to doctoral candidates and qualified M.S. candidates with the instructor's permission. Study of recent developments in computational neuroscience and neuroengineering.

ELEN E9101y Seminar In Physical Electronics Sem: 2. 3 pts.Not offered in 2009-2010. Prerequisites: Quantum electronics and ELEN E4944, or the instructor's permission. Advanced topics in classical and quantum phenomena that are based on ion and electron beams, gas discharges, and related excitation sources. Application to new laser sources and microelectronic fabrication.

ELEN E9201x or y Seminar In Circuit Theory Sem: 2. 3 pts.Not offered in 2009-2010. Open to doctoral candidates, and to qualified M.S. candidates with the instructor's permission. Study of recent developments in linear, nonlinear, and distributed circuit theory and analysis techniques important to the design of very large scale integrated circuits.

ELEN E9301y Seminar In Electronic Devices Sem: 2. 3 pts.Not offered in 2009-2010. Open to doctoral candidates, and to qualified M.S. candidates with the instructor's permission. Theoretical and experimental studies of semiconductor physics, devices, and technology.

ELEN E9303x or y Seminar In Electronic Circuits Sem: 2. 3 pts. Open to doctoral candidates, and to qualified M.S. candidates with the instructor's permission. Study of recent developments in electronic circuits.

ELEN E9402x and y Seminar In Quantum Electronics Sem: 2. 3 pts.Not offered in 2009-2010. Open to doctoral candidates, and to qualified M.S. candidates with the instructor's permission. Recent experimental and theoretical developments in various areas of quantum electronics research. Examples of topics that may be treated include novel nonlinear optics, lasers, transient phenomena, and detectors.

ELEN E9403x Seminar In Photonics Sem: 2. 3 pts.Not offered in 2009-2010. Prerequisites: ELEN E4411. Open to doctoral candidates, and to qualified M.S. candidates with the instructor's permission. Recent experimental and theoretical developments in various areas of photonics research. Examples of topics that may be treated include squeezed-light generation, quantum optics, photon detection, nonlinear optical effects, and ultrafast optics.

ELEN E9404x or y Seminar In Light Wave Communications Sem: 2. 3 pts.Not offered in 2009-2010. Open to doctoral candidates, and to qualified M.S. candidates with the instructor's approval. Recent theoretical and experimental developments in light wave communications research. Examples of topics that may be treated include information capacity of light wave channels, photonic switching, novel light wave network architectures, and optical neural networks.

ELEN E9701x Seminar In Information and Communication Theories Sem: 2. 3 pts.Not offered in 2009-2010. Open to doctoral candidates, and to qualified M.S. candidates with the instructor's permission. Recent developments in telecommunication networks, information and communication theories, and related topics.

ELEN E9801x or y Seminar in signal processing Lect: 2. 3 pts. Open to doctoral candidates, and to qualifies M.S. candidates with the instructor's approval. Recent developments in theory and applications of signal processing, machine learning, content analysis, and related topics.