Course covers the fundamental design principles of automatic speech recognition systems, including speech detection, time alignment and normalization (including dynamic time warping methods), distortion measures, the Hidden Markov Model (HMM), grammar networks and the use of Finite State Network representations. (offered alternate years)
Score: 4.808741 Details | Listing | Web page
Energy levels in atoms, ions, and molecules. Interaction between radiation and quantized systems. Stimulated emission devices. Optical resonators. Lasers.
Score: 4.808741 Details | Listing | Web page
Nonlinear susceptibilities; generation of electromagnetic radiation; harmonic generation and parametric amplification. Quantization of the radiation field; quantum noise and squeezed states of light; quantum measurements.
Score: 4.808741 Details | Listing | Web page
The properties of 1D, 2D and 3D confined electrons in semiconductor are reviewed. Properties of photons in microcavities and photonic crystals are introduced. Applications of photonic crystals to light extraction and modifications of the emitter properties are developed.
Score: 4.808741 Details | Listing | Web page
Some fundamental technologies that enable the Internet and the World Wide Web including media formats and data representation, server architecture. http, internet services and a substantial course project of building and deploying an Internet-scale service prototype.
Score: 4.808741 Details | Listing | Web page
Linear programming: simplex and revised simplex method, duality theory, primal-dual algorithms, Karmarkar's algorithm. Network flow problems: max-flow/min-cut theorem, Ford-Fulkerson algorithm, shortest path algorithms. Complexity and NP-completeness theory: the classes of P and NP,reductions between np-complete problems, pseudopolynomial and approximationalgorithms.
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Unconstrained nonlinear problems: basic properties of solutions and algorithms, global convergence, convergence rate, and complexity considerations. Constrained nonlinear problems: basic properties of solutions and algorithms. Primal, penalty and barrier, cutting plane and dual methods. Computer implementations.
Score: 4.808741 Details | Listing | Web page
Calculus of variations and Gateaux and Frechet derivatives. Optimization in dynamic systems and Pontryagin's principle. Invariant Imbedding and deterministic and stochastic Dynamic Programming. Numerical solutions of optimal control problems. Min-max problems and differential games. Extensive treatment of Linear Quadratic Problems.
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Discrete and continuous feedback (Hopfield) models. Feedforward models. Capacity bounds and estimates. Supervised learning: perceptrons, backpropogation, Boltzmann machine. Unsupervised learning: self- organization and hierarchical clustering by stochastic and deterministic methods. Generalizing from examples and the Vapnik-Chervonenkis dimension.
Score: 4.808741 Details | Listing | Web page
Principles and design of pattern recognition systems. Statistical classifiers: discriminant functions; bayes, miminum risk, k-nearest neighbors, perceptrons. Clustering and estimation; criteria; k-means, fuzzy, hierarchal, graph-theoretic, simulated and determininstic annealing;maximum likelihood and bayesian methods: nonparametric methods. Overview ofapplications.
Score: 4.808741 Details | Listing | Web page
Two-dimensional signals and systems. Two-dimension al fourier and z-transforms. Discrete fourier transform, two-dimensional digital filters. Image processing basics, image enhancement and restoration. Special image processing software available for laboratory experimentation.
Score: 4.808741 Details | Listing | Web page
Generalized holography, backward techniques, resolution limit, x-ray tomography, diffraction tomography, NMR imaging, synthetic-aperture radar, active sonar imaging, acoustic microscopy, imaging algorithms, motion estimation and tracking.
Score: 4.808741 Details | Listing | Web page
Overview of the evaluation of comput er system performance. Measurement, simulation, and analytic techniques for performance analysis. System work load characterization. Examples of performance evaluation for system selection, tuning, and design. Evaluation of program performance.
Score: 4.808741 Details | Listing | Web page
Discrete- and continuous-time Markov chains birth-death processes, birth-death queuing systems in equilibrium, Markovian queues in equilibrium, results from M/G/1,G/M/M, and G/G/1 queues.
Score: 4.808741 Details | Listing | Web page
Advanced topics in computer vision: image sequence analysis, spatio- temporal filtering, camera calibration and hand-eye coordination, robot navigation, shape representation, physically-based modeling, multi- sensory fusion, biological models, expert vision systems, and other topics selected from recent research papers.
Score: 4.808741 Details | Listing | Web page
Principles and techniques for combating channel errors in data transmissionor storage. Introduction to galois fields. Linear blockcodes (particularly hamming, BCH, reed-solomon). Convolutional codes. Encoding and decoding algorithms (including spectral methods, maximum likelihood and viterbi decoding.)
Score: 4.808741 Details | Listing | Web page
Case study/analysis format addressing ethical issues in research conduct: moral reasoning; authorship; scholarship; copyright; misconduct; fraud; falsification; mentor/protege relationships; confidentiality; patents; consulting; conflicts of interest; funding and control of research; reviewing and editing; sexual relationships in the workplace.
Score: 4.808741 Details | Listing | Web page
Special projects for selected students. Offered in conjunction with engineering practice in selected industrial and research firms, under direct faculty supervision.
Score: 4.808741 Details | Listing | Web page
A series of weekly lectures given by university staff and outside experts in the fields of control systems, dynamical systems, and computation.
Score: 4.808741 Details | Listing | Web page
Special projects for selected students. Offered in conjunction with engineering practice in selected industrial and research firms, under direct faculty supervision.
Score: 4.808741 Details | Listing | Web page
Procedures and techniques for teaching electrical engineering or computer engineering gained through actual teaching of lecture courses, leading discussion sections, and/or teaching engineering laboratories. Meetings will be held as needed to discuss problems, methods, and procedures.
Score: 4.808741 Details | Listing | Web page
Instruction in these variable unit courses may be carried out by lecture, by laboratory, or by a combination of these. These courses provide a study of topics of current interest in various areas of electrical and computer engineering.
Score: 4.808741 Details | Listing | Web page
Instruction in these variable unit courses may be carried out by lecture, by laboratory, or by a combination of these. These courses provide a study of topics of current interest in various areas of electrical and computer engineering.
Score: 4.808741 Details | Listing | Web page
Instruction in these variable unit courses may be carried out by lecture, by laboratory, or by a combination of these. These courses provide a study of topics of current interest in various areas of electrical and computer engineering.
Score: 4.808741 Details | Listing | Web page
Instruction in these variable unit courses may be carried out by lecture, by laboratory, or by a combination of these. These courses provide a study of topics of current interest in various areas of electrical and computer engineering.
Score: 4.808741 Details | Listing | Web page
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