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Course Criteria
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3.00 Credits
Combinational and sequential logic design, minimization of combinational and sequential circuits, functional decomposition, reliable design and fault diagnosis; incompletely specified sequential machine design, asynchronous sequential circuits and interactive methods. 3.000 Credit hours 3.000 Lecture hours Levels: Graduate, Rackham, Undergraduate Schedule Types: Lecture Electrical & Computer Engin Department
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3.00 Credits
Basic physical principles, physiological model, speech analysis and synthesis models, linear prediction model, synthesis by analysis, synthesis by rule, spectral analysis. Format estimation, vocoders, speech coding, speech and speaker recognition. 3.000 Credit hours 3.000 Lecture hours Levels: Graduate, Rackham, Undergraduate Schedule Types: Lecture, Internet/E-mail Electrical & Computer Engin Department
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3.00 Credits
Monochrome and color vision in man and machines, image quantization edge detection, image enhancement, image restoration, color analysis and processing, multispectral image processing, texture analysis, image coding and compression, morphology, geometrical image modifications. 3.000 Credit hours 3.000 Lecture hours Levels: Doctorate, Graduate, Rackham Schedule Types: Lecture Electrical & Computer Engin Department
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3.00 Credits
Multidimensional functions, Fourier transform, 2-D discrete Fourier transform and 2-D FFT algorithms, (z,w) transform. Casuality; 2-D recursive and nonrecursive systems. Stability and stabilization methods. FIR and IIR 2-D filters; spatial design techniques; frequency domain design methods. Spectral transformation design, wave transformations; structure implementation of 2-D filters. Applications in image processing. 3.000 Credit hours 3.000 Lecture hours Levels: Graduate, Rackham, Undergraduate Schedule Types: Lecture Electrical & Computer Engin Department
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3.00 Credits
NO DESCRIPTION AVAILABLE**** 3.000 Credit hours 3.000 Lecture hours Levels: Graduate, Rackham, Undergraduate Schedule Types: Lecture Electrical & Computer Engin Department
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3.00 Credits
Minimal state space models, on-line estimation schemes, parameter convergence for SISO and MIMO systems, direct and indirect adaptive prediction, minimum prediction error controllers (one-step ahead and model reference control), minimum prediction error adaptive controllers (direct and indirect approach), adaptive control algorithms for close-loop pole assignment, Kalman filter, extended Kalman filter. 3.000 Credit hours 3.000 Lecture hours Levels: Graduate, Rackham, Undergraduate Schedule Types: Lecture Electrical & Computer Engin Department
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3.00 Credits
Introduction to economic reasoning, basic economic concepts and theories used in microeconomics and macroeconomics. Economic techniques including graphing and marginal analysis will also be introduced and applied to practical problems in everyday life. In addition, this course will focus on the way economic concepts can be taught at the elementary and high school level in a way that integrates economics into a broader understanding of Michigan history, government and geography. (F). 3.000 Credit hours 3.000 Lecture hours Levels: Undergraduate Schedule Types: Lecture Social Sciences Department Course Attributes: Lower Division
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3.00 Credits
Together with ECON 202, this course serves to introduce the student to the basic ideas and concepts of modern economic analysis, and applies them to current economic problems, policies and issues. The focus of this course is on macroeconomics: income and wealth, employment, and prices at the national level in the United States economy. It is recommended that students take ECON 201 before ECON 202. MATH 105 is highly recommended but not required. (F,W,S). 3.000 Credit hours 3.000 Lecture hours Levels: Undergraduate Schedule Types: Lecture, Computer-aided Instruction Social Sciences Department Course Attributes: Lower Division
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3.00 Credits
Together with ECON 201, this course serves to introduce the student to the basic ideas and concepts of modern economic analysis, and applies them to current economic problems, policies, and issues. The focus of this course is on microeconomics, the behavior of consumers and firms and their interactions in specific markets. It is recommended that students take ECON 201 before ECON 202. MATH 104 or 105 is highly recommended but not required. (F,W,S). 3.000 Credit hours 3.000 Lecture hours Levels: Undergraduate Schedule Types: Lecture Social Sciences Department Course Attributes: Lower Division
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3.00 Credits
Examination of problems and issues in selected areas of economics. Title as listed in Schedule of Classes will change according to content. Course may be repeated for credit when specific topics differ. (OC). 3.000 Credit hours 3.000 Lecture hours Levels: Undergraduate Schedule Types: Lecture Social Sciences Department Course Attributes: Lower Division
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