Electrical Engineering and Computer Science


Smarter renewable power: six innovations

Innovations are helping renewable energy become more accessible, powerful and effective. Among these are solar cells inspired by ancient Japanese paper cutting. Using this technique allows the cells to flex and track the sun for increased effieciency. The concept was developed in part by Prof. Stephen Forrest, working with prof. Max Shtein in MSE and Matt Shlian in U-M Art and Design. [Full Story]

Related Topics:  Forrest, Stephen  Lab-Solid State Electronics (SSEL)  Solar Cell Technology  

Al Hero Receives 2015 IEEE Signal Processing Society Award

Alfred Hero, R. Jamison and Betty Williams Professor of Engineering, has received the 2015 IEEE Signal Processing Society Award, for contributions to the field of statistical signal and image processing and for sustained service to the Society. This is ahe highest award given by the Signal Processing Society, and honors outstanding technical contributions in the field, as well as outstanding leadership. [Full Story]

Related Topics:  Hero, Alfred  Lab-Software Systems  

2015 CSE Graduate Student Honors Competition Highlights Outstanding Research

Biruk Mammo was the winner of the 2015 CSE Graduate Student Honors Competition. The competition culminated on November 23, when four finalists presented on an area of their research, with a panel of CSE faculty and industry sponsors from Northrop Grumman ranking the presentations. [Full Story]

Related Topics:  Graduate Students  Lab-Computer Engineering (CE Lab)  

Irma Wyman (1928-2015), Alumna and Pioneer of Women in Engineering, Passed Away

Irma Wyman (BSE EngMath 49) passed away on Tuesday, November 17, 2015. Irma was a pioneer in the field of computers, beginning with her work on some of the earliest programmable machines ever made. As the first female vice president at Honeywell, she knew success - but she also knew firsthand how rare she was to succeed in a field where women were scarce. She became a strong advocate for equal opportunity for women, and established the Irma M. Wyman Scholarship at the University of Michigan's Center for the Education of Women. The scholarship supports women in engineering, computer science, and related fields. Irma passed away on Tuesday, November 17, 2015. [Read more about Irma Wyman's work and experiences.] [Full Story]

Related Topics:  Alumni  

Alumnus Benson Yeh Earns Overall 1st Place at Reimagine Education Awards for First Chinese MOOC

Prof. Benson Yeh (PhD EE:S 05) of the National Taiwan University competed in the 2014 Wharton-QS Stars: Reimagine Education Awards, earning a 1st Place Overall Award and E-Learning Award. Yeh's group created a multi-student social gaming platform called PaGamO, the first ever MOOC made in Chinese. This platform allows thousands of students to compete on the same map by occupying territory through problem solving. [Full Story]

Related Topics:  Alumni  

Creating a formula to detect lies in the face (Spanish)

This article reports on research conducted by Prof. Rada Mihalcea and her collaborators in the area of deception detection. The researchers have produced a computer algorithm that is significantly better at spotting lies in courtroom testimony than humans are. [Full Story]

Related Topics:  Computational Linguistics  Lab-Artificial Intelligence  Machine Learning  Mihalcea, Rada  

Fairy Door in CSE is First at U-M

Fairies have for the first time ventured onto the Michigan campus and have taken up residence in a computer located in the Bob and Betty Beyster Building, which is home to CSE. Next time you're here, look for them in the first-floor atrium. [Full Story]

Related Topics:  Hacks  Mihalcea, Rada  

Winter 2016: Information Retrieval and Web Search

Course No.: EECS 498-001
Credit Hours: 4 credits
Instructor: Rada Mihalcea
Prerequisites: EECS 281

Course Description:
This course will cover traditional material, as well as recent advances in Information Retrieval (IR), the study of indexing, processing, querying, and classifying data. Basic retrieval models, algorithms, and IR system implementations will be covered. [More Info]

Winter 2016: Introduction to Autonomous Robotics

Course No.: EECS 398-002
Credit Hours: 3 credits
Instructor: Chad Jenkins
Prerequisites: Linear algebra (MATH 214, 217, 417, 419) and data structures (EECS 281 or equivalent)

Course Description:
This course will cover the essentials of robot modeling and autonomy. See flyer website for more details. [More Info]

Winter 2016: Social Computing Systems

Course No.: EECS 498-008
Credit Hours: 4 credits
Instructor: Walter Lasecki
Prerequisites: EECS 493 or permission of instructor

Course Description:
Computation rarely exists in isolation. From social media, to collaboration and coordination tools, to crowdsourcing and collective intelligence, technology has risen from use as an individual tool for focused domains to play a role in or even mediate a majority of social interactions today. Social Computing is the study of this interplay between social processes and the computation that supports and augments them. This course will cover topics including social media, systems for supporting collective action, data mining and analysis, crowdsourcing, human computation, and peer production. [More Info]

Winter 2016: Computing for Computer Scientists

Course No.: EECS 398-003
Credit Hours: 1 credit
Instructor: Pat Pannuto
Prerequisites: None

Course Description:
Learn the tools that every computer scientist should know: Shells, Scripting, Makefiles, Version Control, Compilers, Text Editors, Debugging. This class is a 1 credit seminar meeting weekly on Fridays from 1:30-2:30, designed for early-career EECS students. [More Info]

Winter 2016: Power System Markets & Optimization

Course No.: EECS 598-003
Credit Hours: 3 credits
Instructor: Johanna Mathieu
Prerequisites: EECS 463

Course Description:
This course covers the fundamentals of electric power system markets, and the optimization methods required to solve planning and operational problems including economic dispatch, optimal power flow, and unit commitment. The course will highlight recent advances including convex relaxations of the optimal power flow problem, and formulations/solutions to stochastic dispatch problems. Problems will be placed in the context of actual electricity markets, and new issues, such as incorporation of renewable resources and demand response into markets, will be covered. All students will conduct an individual research project. [More Info]

Winter 2016: Intelligent Interactive Systems (IIS)

Course No.: EECS 498-002
Credit Hours: 4 credits
Instructor: Emily Mower Provost
Prerequisites: EECS 280 or permission of instructor

Course Description:
Today's world is becoming increasingly automated. This includes not only explicit interactions with automated systems, but also implicit sensing that accompanies many popular technologies. Explicit interactions include speech-based question answering with Siri and Google Voice. But what can we learn implicitly? How can we take advantage of the wealth of pervasive and ubiquitous computing platforms? How can we leverage distributed sensor environments? These are the questions that increasingly underlie Intelligent Interactive Systems (IIS). The focus of this class will be on providing methods that can be used to answer these questions and a semester-long project that ties these questions together through a new interactive technology. [More Info]

Winter 2016: Learn To Be A Software Consultant By Doing Consulting!

Course No.: EECS 498-009
Credit Hours: 3 credits
Instructor: Elliot Soloway
Prerequisites: Senior status in CSE

Course Description:
As part of UMichs Innovate Blue, the School of Information offers a Design Clinic (see description below) where budding entrepreneurs come with software projects and receive UI/UX consulting from SI students. However, the entrepreneurs oftentimes have questions about software design and development (questions about prototyping tools, underlying architecture, etc.).

In this 498, then, CSE students would serve two 2.5 hour/week shifts in the Design Clinic providing software design/development consulting to entrepreneurs and they would create template apps as demos; in addition, CSE students will participate in learning sessions with the other consultants. CSE students will develop consulting skills as they provide real consulting to users of the Design Clinic. [More Info]

Four Tips to Making the Most of Your Data

Too often, retailers hear, You should use big data in your retail operation, and immediately start analyzing data to figure out what lessons can be learned. Unfortunately, without a game plan in advance, this practice is more like searching for needles in haystacks. Brandon Levey (BSE MSE EE 04 06) offers tips for retailers' overall strategy to help them dive into the pool.
Related Topics:  Alumni  

Bioengineering professor featured in Top 100 list on African-American influential site

Bioengineer Todd Coleman (BSE EE CE 00), now at the University of California - San Diego, has been named one of 100 outstanding individuals for 2015 by The Root, a premier news, opinion, and culture site for African-American influencers. Coleman's research brings together electronics for medical use, machine learning and public health. His research group develops multi-functional, flexible bio-electronics and new analytics methods to help patients and medical decision makers. [Full Story]

Related Topics:  Alumni  

Ford, Michigan Researchers Test First Autonomous Vehicle at Mcity

Profs. Edwin Olson and Ryan Eustice, working with Ford Motor Company, have been the first to test a fully autonomous vehicle at the University's Mcity test facility. The Ford vehicle features sensing and AI technology developed at Michigan. [Full Story]

Related Topics:  Autonomous Vehicles   Lab-Artificial Intelligence  Olson, Edwin  Transportation  

NREL research honored with R&D 100 awards

A technology developed at the Energy Department's National Renewable Energy Laboratory (NREL), led by ECE alumnus Christ Deline (BSE MSE PhD EE 03 05 08), has been honored by R&D Magazine as a winner of a coveted R&D 100 award as well as an Editor's Choice award. The team's research into using a strain of cyanobacteria to produce bioethylene won both awards in the category of Mechanical Devices/Materials. [Full Story]

Related Topics:  Alumni  

The Promise and Perils of Predictive Policing Based on Big Data

Given our ability to sift through big data and to make predictions from it, we should not be surprised to learn that police departments are using data analysis to move toward "predictive policing." In this article, Prof. HV Jagadish comments on the potential benefits and pitfalls of such approaches. [Full Story]

Related Topics:  Big Data  Jagadish, HV  Lab-Software Systems  

New Research: Encouraging trends and emerging threats in email security

This Google security blog entry highlights recent findings from an analysis of email delivery security. Google will leverage the findings to improve the security provided through its Gmail service and to warn its users when messages are not secure. The study was conducted by Michigan researchers J. Alex Halderman, Zakir Durumeric, David Adrian, Ariana Mirian, and James Kasten along with rsearchers from the University of Illinois and Google. [Full Story]

Related Topics:  Graduate Students  Halderman, J. Alex  Lab-Software Systems  Security (Computing)  

Gmail Will Soon Warn Users When Emails Arrive Over Unencrypted Connections

This article in Tech Crunch highlights recent findings from an analysis of email delivery security. Google will leverage the findings to improve the security provided through its Gmail service and to warn its users when messages are not secure. The study was conducted by Michigan researchers J. Alex Halderman, Zakir Durumeric, David Adrian, Ariana Mirian, and James Kasten along with rsearchers from the University of Illinois and Google. [Full Story]

Related Topics:  Graduate Students  Halderman, J. Alex  Lab-Software Systems  Security (Computing)  

Winter 2016: Advanced Topics and Design of Power Electronics

Course No.: EECS 598-007
Credit Hours: 3 credits
Instructor: Al-Thaddeus Avestruz
Prerequisites: EECS 418 and EECS 460 or equivalents

Course Description:
This class will address some advanced topics and techniques in power electronics and the craft of design through case studies. Topics may include switched capacitor circuits, resonant power conversion, magnetics, wireless power transfer, and instrumentation, among other. Advanced methods in the analysis, manufacturing, and control of power electronics will also be discussed. [More Info]

Winter 2016: Topics in Optoexcitonic Engineering

Course No.: EECS 598-009
Credit Hours: 3 credits
Instructor: Parag Deotare
Prerequisites: Introductory electromagnetics and solid state physics or permission of instructor

Course Description:
This seminar course will review recent research and developments on topics in Nanophotonics and Excitonic Engineering with potential applications in data communication and processing. Topics covered will be related to engineering interaction of light with nanoscale systems, optical interactions between nanosystems and resonance phenomenon. Students read research papers followed by a brief lecture introducing the important related concepts before the papers are open for discussion in the class. Students/teams will also spend last 4 weeks investigating a current research problem posed by a faculty member. This will entail reading and spending time in the faculty lab and will be followed by a presentation to the full class. [More Info]

Soon We Will Hunt Like Predator With This New Night-Vision Sensor

Graphene could make it possible to build ultra-thin, flexible thermal sensors for built-in night vision technology just like that lethal alien in the Predator franchise. Last year, Zhaohui Zhong created a prototype graphene-based contact lens that could image IR at room-temperature. That device is about the size of a fingernail and could be scaled down further, making it suitable for contact lenses or arrays of infrared camera sensors for wearable electronics. [Full Story]

Related Topics:  Graphene  Lab-Solid State Electronics (SSEL)  Zhong, Zhaohui  

Samsung President and CMO, WP Hong, Ph.D., to Keynote at CES 2016

The Consumer Electronics Association (CEA) announced that Dr. Won-Pyo Hong (MSE PhD EE 84 88), President and CMO of Samsung Electronics, will deliver a keynote address at the 2016 Consumer Electronics Show (CES). The keynote is scheduled for Thursday, January 7. CES is the worlds gathering place for all who thrive on the business of consumer technologies, and will run January 6-9, 2016, in Las Vegas, Nevada. [Full Story]

Related Topics:  Alumni  

San Diego Alumni Connect and Celebrate at ECE Event

ECE@Michigan hosted an alumni reception for graduates living in the San Diego area on Wednesday, October 28. There were 40 alumni in attendance, with graduation years ranging from 1965 to 2014. Khalil Najafi, ECE Chair, and Yogesh Gianchandani, Director of the Center for Wireless Integrated Microsensing and Systems (WIMS2), shared updates about the division. [Full Story]

Related Topics:  Alumni  

Students and alumni celebrate research and progress at the 2015 Engineering Graduate Symposium

ECE students presented on a broad range of topics at 2015's Graduate Symposium. The College of Engineerings annual event to highlight research and engage prospective graduate students gave ECE presenters the chance to demonstrate their work to prospective and fellow students. Posters and presentations were judged by faculty and a visiting group of 14 returning ECE alumni, and winners were chosen in each area of study. Fifteen ECE students were recognized as 1st or 2nd Place in their division, and two of the three Towner PhD Research Awards went to ECE nominees. [Full Story]

Related Topics:  Alumni  Graduate Students  

First-Ever ECE Career Fair Builds Student Careers and Alumni Connections

The ECE division hosted its very first career fair on October 29, the day before the College-wide graduate symposium. Local companies of all sizes and from many industries set up stands in the EECS Atrium to recruit from over 200 registered graduate and undergraduate students. Over 15 companies were in attendance, many of them either founded or led by alumni. In addition to these were several large local companies representing the local automotive and energy sectors. [Full Story]

Related Topics:  Alumni  Graduate Students  Undergraduate Students  

Dick Daniel's awarded for his lifelong work bringing jobs to Arkansas

Dick Daniels (BSE EE 1948) was honored with the newly created Dick Daniel Distinguished Citizen Award by the city of Rogers, AK. Recipients are those who contributed to the community over a long period of time. Mr. Daniels helped bring Daisy Manufacturing, and 500 new jobs, to Rogers, AK. Though he meant to establish the business and return to Michigan, he stayed after seeing the dedication of the residents to their community. [Full Story]

Related Topics:  Alumni  

Mina Rais-Zadeh Receives 2015 IEEE Sensors Council Technical Achievement Award for Research in N/MEMS

Professor Mina Rais-Zadeh has been awarded the 2015 IEEE Sensors Council Technical Achievement Award, "For pioneering research in sensors technology: adaptable nano/micro-electromechanical systems (N/MEMS)." This early career award honors individuals with outstanding technical contributions within the scope of the IEEE Sensors Council. [Full Story]

Related Topics:  Diversity and Outreach  Lab-Solid State Electronics (SSEL)  Rais-Zadeh, Mina  

Lie-detecting algorithm spots fibbing faces better than humans

This article in New Scientist highlights the work of postdoctoral fellows Veronica Perez-Rosas and Mohamed Abouelenien, Prof. Rada Mihalcea, and Prof. Mihai Burzo in using machine learning to detect whether a person is being deceptive or not. The system outperforms the best human interrogators. [Full Story]

Related Topics:  Computational Linguistics  Lab-Artificial Intelligence  Machine Learning  Mihalcea, Rada  

Ashraf Dahod: 2015 CoE Alumni Medal Award Winner

Ashraf Dahod (BSE EE ), co-founder, Chairman, and CEO of Altiostar Networks, Inc., was awarded this year's College of Engineering Alumni Medal, the highest alumni award offered by the college. Dahod has combined an understanding of technology with a knack for recognizing market opportunities on the horizon and built a string of successful technology companies. Based on his latest venture, Altiostar Networks, look for interesting days ahead for LTE communication. [Full Story]

Related Topics:  Alumni  

Rick Wallace (CEO and President, KLA-Tencore): A Chat With our Alumni

Rick Wallace (BSE EE ) serves as the CEO and president of KLA-Tencor Corporation as well as a member of the companys board of directors. He came to campus as this year's ECE Merit Award winner. He also offered a talk on campus about his life as a controls engineer. Watch his talk here. [Full Story]

Related Topics:  Alumni  Control Systems  

Garlin Gilchrist II: Innovation for the People

Garlin Gilchrist II (BSE CE/CS 05) is on a lifelong mission to bring engineering solutions to communities in need. As Detroit's Deputy Technology Director for Civic Community Engagement, he's vital to restoring trust in Michigan's biggest city. [Full Story]

Related Topics:  Alumni  Lab-Solid State Electronics (SSEL)  

Five U-M Programming Teams Compete in ACM Regional Contest

Five University of Michigan programming teams have competed in the 2015 ACM East Central North America Regional Programming Contest, with two teams, the Valiant and the Conquering Heroes, placing in first and second place. The East Central North America Regional Programming Contest was held October 31st and took place simultaneously at four sites: Cincinnati, Grand Valley, Windsor, and Youngstown, and the U-M teams competed at the Grand Valley site. [Full Story]

Related Topics:  Compton, Kevin  Lab-Theory of Computation  Programming  

Winter 2016: Hands On Robotics

Course No.: EECS 498-003
Credit Hours: 4 credits
Instructor: Shai Revzen
Prerequisites: Engineering and science seniors and grad students

Course Description:
Hands On Robotics is a robotics course based on building robots using the CKBot modular robot system. The course will cover basic concepts in robotics: kinematics, control, programming and design.

Open to EECS seniors and up; all other engineering and science seniors and graduate students with permission of instructor. [More Info]

U-M Leading International Neurotechnology 'Dream Team' for Brain Research and Education

A "dream team" of experts in sensors, electronics, data analysis and neuroscience has been awarded a $5 million grant to help unravel the mysteries of the brain and cross-train an international group of neuroscientists and engineers. The project is directed by Prof. Euisik Yoon, and includes experts and partner institutions around the world. [Full Story]

Related Topics:  Brain  International Prog. for the Adv. of Neurotechnology  Lab-Solid State Electronics (SSEL)  Sensors  Solid-State Devices and Nanotechnology  Wise, Kensall  Yoon, Euisik  

Winter 2016: Carbon Nanoelectronics and Nanophotonics

Course No.: EECS 598-005
Credit Hours: 3 credits
Instructor: Zhaohui Zhong
Prerequisites: EECS 520 or permission of instructor

Course Description:
Carbon based nanomaterials, in particular carbon nanotube and graphene, have generated great excitements over the past decade due to their unique electrical, optical and mechanical properties. This special topic course introduces theories and experimental works on carbon nanotube and graphene based electronic and photonics devices. The course will also have two student labs of testing graphene and nano electronics. [More Info]

Having Fun with ECE

Students, alumni, faculty, and friends came together to see ECE's fun side on September 25. In the division's first-ever Family Fun Night, 500 attendees of all ages brought the EECS atrium to life in an evening of lasers, science, games, and more. [Full Story]

Related Topics:  Alumni  Diversity and Outreach  

Email Encryption is Broken

This article in Motherboard highlights research which found that large chunks of email traffic are being deliberately stripped of their encryption, or just sent without any in the first place, leaving them totally open to passive eavesdroppers. Amongst the study's authors are Prof. J. Alex Halderman and CSE graduate students Zakir Durumeric, David Adrian, Ariana Mirian, and James Kasten. [Full Story]

Related Topics:  Graduate Students  Halderman, J. Alex  Lab-Software Systems  Security (Computing)  

Cynthia Finelli Earns Award at Frontiers in Education Conference for Being an Agent of Change

Prof. Cynthia Finelli was presented with the Frontiers in Education (FIE) Helen Plants Award at the 45th Annual Frontiers in Education Conference (FIE 2015) conference. This award is given for the best special (non-traditional) session at the conference. The award-winning session, titled "Agents for STEM change - Articulating the goals of our community," was presented by Prof. Finelli and five colleagues from around the country at the FIE 2014 conference. [Full Story]

Related Topics:  Engineering Education  Finelli, Cynthia  

Computer Scientists Win Best Paper Award at ACM Conference on CCS for Exposing the Vulnerabilities of the Diffie-Hellman Key Exchange

A team of researchers, including Prof. J. Alex Halderman and CSE graduate students Zakir Durumeric, David Adrian, Drew Springall, Benjamin VanderSloot, and Eric Wustrow, has won a Best Paper Award at the ACM Conference on Computer and Communications Security (CCS), which took place October 12-16, 2015 in Denver, Colorado. In the paper, Imperfect Forward Secrecy: How Diffie-Hellman Fails in Practice, the researchers investigate the security of Diffie-Hellman key exchange. [Full Story]

Related Topics:  Graduate Students  Halderman, J. Alex  Lab-Software Systems  Security (Computing)  Security (national and personal safety)  

Eric Michielssen Named Louise Ganiard Johnson Professor of Engineering

Eric Michielssen, an international leader in the field of computational electromagnetics, has been named the Louise Ganiard Johnson Professor of Engineering in recognition of his outstanding reputation and contributions in the areas of research, education, and leadership. In addition to being a professor in Electrical & Computer Engineering, he is Associate Vice President forAdvanced Research Computingand Director of theMichigan Institute for Computational Discovery and Engineering(MICDE). [Full Story]

Related Topics:  Lab-Radiation (RADLAB)  Michielssen, Eric  

The Future of Data Science: Kicking Off U-Ms Proactive Step into an Exploding Field

Researchers from around the nation gathered at Rackham on October 6 to celebrate the official launch of Michigans $100M Data Science Initiative. Central to this program is the new Michigan Institute for Data Science (MIDAS), which aims to make sense of the massive datasets researchers in every field now have at their disposal. The symposium, titled The Future of Data Science: A Convergence of Academia, Industry, and Government, was an all-day event featuring representatives of many major industries and academic institutions. [Full Story]

Related Topics:  Autonomous Vehicles   Big Data  Data Centers  Health  Hero, Alfred  Lab-Radiation (RADLAB)  Lab-Systems  Michielssen, Eric  

Students help bioscience get a grip on technology

A team at University of California San Diego, led by ECE alum Dr. Todd Coleman, are designing thin, flexible sensors that integrate directly onto the human body. These sensors can have clinical applications from monitoring infants or brain injuries to measuring the electrical rhythms of the brain. With these and other bioscience projects, Coleman is helping his class to pursue cutting-edge ideas through experiential learning. [Full Story]

Related Topics:  Alumni  Health  Medical diagnosis  

Winter 2016: Organic Electronics: From Fundamentals to Applications

Course No.: EECS 598-001
Credit Hours: 3 credits
Instructor: Steve Forrest
Prerequisites: Senior level quantum physics, solid state physics, electricity and magnetism

Course Description:
In this course, we will trace the history, science and modern applications of organic electronic technology. The first half of the course is dedicated to understanding the fundamentals of organic semiconductor materials. This includes consideration of crystal structure, bonding forces, and structure-property relationships of both small molecule and polymer semiconductors. We then provide a comprehensive description of the physics leading to their unique optical and electrical properties. What are the characteristics that make organic semiconductors (sometimes known as excitonic materials) different from conventional semiconductors such as Si and GaAs? The second half of the course concentrates on applications that exploit the unique characteristics of organics. We focus particularly on light emission in OLEDs, and how electron spin plays a significant role in organics, particularly in contrast to inorganic semiconductors. Then we address light detection in photodetectors and solar cells. Will the potentially low cost of these devices ultimately lead to their widespread use? Finally, we will examine advances in thin film transistors, lasers, and even molecular electronic devices, and their prospect for use in new, and even traditional optoelectronic applications. [More Info]

Drones are coming soon to an apple orchard near you, farmers and students hope

Students were invited to a local orchard on Tuesday, Oct. 20 to explore how drones can help fruit growers maintain their harvest. From analyzing how sunlight hits the orchard, to giving temperature or pest readings, all agreed the technology could have a major impact on the business. EECS grad students Ivan Ma (CSE) and Haohuan Wang (ECE) offered drone demonstrations. [Full Story]

Related Topics:  Graduate Students  

Competitive Team in Data Science Launches at Michigan

The Michigan Data Science Team (MDST) has been formed to solve data prediction challenges in competitive venues. MDST is one of the first collegiate teams of its kind, with a mission to compete against professional and amateur data scientists from around the world in online prediction challenges. They've just completed their first competition with very good placement. [Full Story]

Related Topics:  Abernethy, Jake  Big Data  Lab-Artificial Intelligence  

Winter 2016: Random Matrix Theory

Course No.: EECS 598-004
Credit Hours: 3 credits
Instructor: Raj Rao Nadakuditi
Prerequisites: EECS 551 or linear algebra, basic probability

Course Description:
This course covers the theory and algorithms emerging from the study of random matrices as it is currently applied in signal processing, machine learning, statistics and science. Topics include random sample covariance matrices, random graphs, spectral limit theorems such as Wigner's semi-circle and Marcenko-Pastur laws, free probability, randomized numerical linear algebra, matrix statistics, passage to the continuum limit, moment methods, matrix completion and compressed sensing. [More Info]

Winter 2016: Information Science

Course No.: EECS 398-001
Credit Hours: 4 credits
Instructor: Clayton Scott
Prerequisites: MATH 116 and (ENGR 101 or equivalent)

Course Description:
This course will examine the basic mathematical theory of information, and apply that theory to understand several modern technologies for information processing and analysis.

Projected Syllabus: 4-5 weeks: Essentials of Shannons information theory, including entropy, data compression, transmission over noisy channels, and error correcting codes 2-3 weeks: Encryption, from historical ciphers to modern crypto systems 3-4 weeks: Extracting information from data: information retrieval and machine learning 3-4 weeks: Frequency concepts: Fourier analysis, AM and FM radio, sampling and reconstruction, spectrum spreading, and digital signal processing [More Info]

All EECS News for 2015