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I am an assistant professor with the Electrical
and Computer Engineering Department, Michigan State University. I am also affiliated with the Communications
and Signal Processing Lab at
Research
My research focuses on the theory and applications of statistical signal processing, in particular non-stationary signal analysis. I am interested in developing methods for efficient signal representation, detection and classification. We have investigated the issue of sparsity for image classification. Some recent work in the area can be found in our NIPS paper.
My current research focuses on the study of the functional networks in the brain. This research addresses the problem of quantifying the interactions across the brain by developing a comprehensive signal processing framework to study the functionality of the brain as a complex system based on electroencephalogram (EEG) data for a better understanding of psychopathologies.
Current Projects
- Signal Processing
for Quantifying the Functional Integration in the Brain, NSF,
09/2007-08/2010
- CAREER:
Integrated Research and Education in Functional Brain Networks, NSF,
03/2008-02/2013
Current Students
·
Westley
Evans, M.S. student, phase synchrony measures for EEG
·
Rana
Hammid Raza, Ph.D. student, information-theoretic measures for EEG
Past Students
- Ke
Huang, Ph.D. 2007, currently at Google
- Mahmood
Al-Khassaweneh, Ph.D. 2007, currently Assistant Professor at Yarmouk
University, Jordan
- Zeyong
Shan, Ph.D. 2008
- Jacob
Swary, M.S. 2007
Teaching
· ECE 202, Circuits and Systems II (Spring 2007)
· ECE 360, Signals and Linear Systems (Fall 2002)
· ECE 366, Introduction to Signal Processing (Fall 2005,2006,2007)
·
ECE 457,
Communication Systems (Spring 2003, 2004, 2005)
·
ECE
802, Time-Frequency and Wavelet Analysis (Fall 2003, Spring 2006, Spring
2008)