More precisely, we show that using the well known perceptron learning algorithm, a linear threshold element can learn the input vectors that are provably learnable, and identify those vectors that cannot be learned without committing errors. Cited by. Comparisons are made with the outer product rule, spectral methods, and recurrent back-propagation. Simon Ramo Founders Award
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See search results for this author. Linear Systems - Kailath Addeddate 2016-10-20 09:39:50 Coverleaf 0 Identifier LinearSystemsThomasKailath_201610 Identifier-ark ark:/13960/t49p80r0g Ocr Thomas Kailath.
Next he turned his attention to state space estimation and control. Simulation results and comparisons are presented.BE, College of Engineering in Pune, India, Telecom (1956)MIMO linear equalization with an H-infinity criterionThe Schur algorithm applied to the design of optical multi-mirror structuresCharacterizing photolithographic linewidth sensitivity to process temperature variations for advanced resists using a thermal arraySchaper, C. D., El-Awady, K., KAILATH, T., Tay, A., Lee, L. L., Ho, W. K., Fuller, S. E.Displacement structure approach to discrete-trigonometric-transform based preconditioners of G.Strang type and of T.Chan typeOn robust signal reconstruction in noisy filter banksVikalo, H., Hassibi, B., Erdogan, A. T., KAILATH, T.Iterative decoding for MIMO channels via modified sphere decodingOn the capacity of frequency-selective channels in training-based transmission schemesDesign of feedforward filters for improving tracking performances of existing feedback control systemsProgrammable thermal processing module for semiconductor substratesMIMO decision feedback equalization from an H-infinity perspectiveProcessing chemically amplified resists on advanced photomasks using a thermal arraySchaper, C. D., El-Awady, K., KAILATH, T., Tay, A., Lee, L. L., Ho, W. K., Fuller, S. E.Maximum likelihood detection in Gaussian channels can have polynomial complexityTemperature cycling and control system for photosensitive materials processingA nonlinear estimation algorithm and its optical implementation for target tracking in clutter environmentPivoting and backward stability of fast algorithms for solving Cauchy linear equationsInverse scattering experiments, structured matrix inequalities, and tensor algebraA fast parallel Bjorck-Pereyra-type algorithm for solving Cauchy linear equationsControl of spatial and transient temperature trajectories for photoresist processingDecentralized control of wafer temperature for multizone rapid thermal processing systemsEstimation of multiple 2-D uniform motions by SLIDE: Subspace-based line detectionA recursive method for solving unconstrained tangential interpolation problemsUplink channel capacity of Space-Division-Multiple-Access schemesThe asymptotic stability of nonlinear (Lur'e) systems with multiple slope restrictionsDesign of optimal mixed H-2/H-infinity static state feedback controllersDisplacement-structure approach to polynomial vandermonde and related matricesConvergence of the DRE solution to the ARE strong solutionDiagonal pivoting for partially reconstructible Cauchy-like matrices, with applications to Toeplitz-like linear equations and to boundary rational matrix interpolation problemsEfficient estimation of closely spaced sinusoidal frequencies using subspace-based methodsState-space structure of finite horizon optimal mixed H-2/H-infinity filtersLinearly combined suboptimal mixed H-2/H-infinity controllersGuaranteed level-gamma H-infinity control in uncertain linear systems via linear matrix inequalitiesScheduling in and out forests in the presence of communication delaysVarvarigou, T. A., Roychowdhury, V. P., KAILATH, T., Lawler, E.Norbert Wiener and the development of mathematical engineeringImprovements in C-pk using real-time feedback controlUnconditional maximum likelihood approach for blind estimation of digital signalsThermal model validation for rapid thermal chemical vapor deposition of polysiliconA least-squares approach to blind channel identificationA lattice algorithm dual to the extended inverse QR algorithmFAST GAUSSIAN-ELIMINATION WITH PARTIAL PIVOTING FOR MATRICES WITH DISPLACEMENT STRUCTUREON LOSSLESS CASCADES IN STRUCTURED MATRIX FACTORIZATIONRoychowdhury, V., Siu, K. Y., Orlitsky, A., KAILATH, T.PATTERN-RECOGNITION OF TRENCH WIDTH USING A CONFOCAL MICROSCOPEIMPROVEMENT OF PYROMETRIC SENSING IN RAPID THERMAL-PROCESSING VIA ADAPTIVE CANCELLATION OF LAMPLIGHT INTERFERENCEDISPLACEMENT STRUCTURE APPROACH TO CHEBYSHEV-VANDERMONDE AND RELATED MATRICESFAST ALGORITHMS FOR GENERALIZED DISPLACEMENT STRUCTURES AND LOSSLESS SYSTEMSA LOOK-AHEAD BLOCK SCHUR-ALGORITHM FOR TOEPLITZ-LIKE MATRICESCLASSIFICATION OF LINEARLY NONSEPARABLE PATTERNS BY LINEAR THRESHOLD ELEMENTSSpatio-temporal channel estimation techniques for multiple access spread spectrum systems with antenna arraysA PROPAGATION DIVERSITY ENHANCEMENT TO THE SUBSPACE-BASED LINE DETECTION ALGORITHMDISTORTION COMPENSATION FOR ACCURATE OVERLAY IN LITHOGRAPHY OF QUASI-PERIODIC PATTERNSQ-parametrization for unstable plants: An interpolation approachAUTOMATED DESIGN OF HALFTONED DOUBLE-EXPOSURE PHASE-SHIFTING MASKSWang, Y. T., Pati, Y. C., Watanabe, H., KAILATH, T.MODELING, IDENTIFICATION, AND CONTROL OF RAPID THERMAL-PROCESSING SYSTEMSSchaper, C. D., Moslehi, M. M., Saraswat, K. C., KAILATH, T.FAST IDENTIFICATION OF STATE-SPACE MODELS VIA EXPLOITATION OF DISPLACEMENT STRUCTURERECURSIVE SOLUTIONS OF RATIONAL INTERPOLATION PROBLEMS VIA FAST MATRIX FACTORIZATIONSayed, A. H., KAILATH, T., LEVARI, H., Constantinescu, T.PHASE-SHIFTING MASKS FOR MICROLITHOGRAPHY - AUTOMATED DESIGN AND MASK REQUIREMENTSCAPACITY IMPROVEMENT WITH BASE-STATION ANTENNA-ARRAYS IN CELLULAR CDMAA RECURSIVE SCHUR-BASED SOLUTION OF THE 4-BLOCK PROBLEMFAST ESTIMATION OF PRINCIPAL EIGENSPACE USING LANCZOS-ALGORITHMAPPLICATION OF FAST SUBSPACE DECOMPOSITION TO SIGNAL-PROCESSING AND COMMUNICATION PROBLEMSTIME-VARIANT DISPLACEMENT STRUCTURE AND TRIANGULAR ARRAYSCONTROL OF MMST RTP - REPEATABILITY, UNIFORMITY, AND INTEGRATION FOR FLEXIBLE MANUFACTURINGSchaper, C., MOSLEHI, M., Saraswat, K., KAILATH, T.STRUCTURED MATRICES AND UNCONSTRAINED RATIONAL INTERPOLATION PROBLEMSTIME-VARIANT DISPLACEMENT STRUCTURE AND INTERPOLATION PROBLEMSON THE PERCEPTRON LEARNING ALGORITHM ON DATA WITH HIGH-PRECISIONFAST TRIANGULAR FACTORIZATION AND INVERSION OF HANKEL AND RELATED MATRICES WITH ARBITRARY RANK PROFILEBLIND IDENTIFICATION AND EQUALIZATION BASED ON 2ND-ORDER STATISTICS - A TIME-DOMAIN APPROACHRATIONAL APPROXIMATION TECHNIQUES FOR ANALYSIS OF NEURAL NETWORKSCONSISTENT ESTIMATION OF THE CYCLIC AUTOCORRELATIONDISPLACEMENT STRUCTURE APPROACH TO SINGULAR ROOT DISTRIBUTION PROBLEMS - THE IMAGINARY AXIS CASEXu, G. H., Silverstein, S. D., ROY, R. H., KAILATH, T.A CONTRIBUTION TO OPTIMAL LAMP DESIGN IN RAPID THERMAL-PROCESSINGTRANSIENT SIGNAL DETECTION USING HIGH-RESOLUTION LINE DETECTION ON WAVELET TRANSFORMSFAST RECURSIVE-IDENTIFICATION OF STATE-SPACE MODELS VIA EXPLOITATION OF DISPLACEMENT STRUCTUREDETECTION OF NUMBER OF SOURCES VIA EXPLOITATION OF CENTRO-SYMMETRY PROPERTYA MULTIPLE ACCESS TECHNIQUE FOR CELLULAR PACKET NETWORKS WITH ADMISSION CONTROLChang, C. Y., Liang, J. W., Paulraj, A. J., KAILATH, T.A BROADBAND PACKET SWITCH ARCHITECTURE WITH INPUT AND OUTPUT QUEUEINGESTIMATION OF MULTIPLE 2D UNIFORM MOTIONS BY SENSOR ARRAY-PROCESSING TECHNIQUESLOW-COMPLEXITY SUBSPACE-BASED ESTIMATION OF AXIS OF SYMMETRY FOR LITHOGRAPHIC ALIGNMENTBLIND IDENTIFICATION OF FIR CHANNELS WITH MULTIPLE USERS VIA SPATIO-TEMPORAL PROCESSINGAghajan, H., Hassibi, B., Khalaj, B., Paulraj, A., KAILATH, T.H infinity BOUNDS FOR THE RECURSIVE LEAST-SQUARES ALGORITHMWang, Y. T., Pati, Y. C., Liang, J. W., KAILATH, T.PATTERNED WAFER INSPECTION BY HIGH-RESOLUTION SPECTRAL ESTIMATION TECHNIQUESESTIMATION OF SKEW ANGLE IN TEXT-IMAGE ANALYSIS BY SLIDE - SUBSPACE-BASED LINE DETECTIONPERFORMANCE OF CDMA CELLULAR NETWORKS WITH BASE-STATION ANTENNA-ARRAYS - THE DOWNLINKPHASE-SHIFTING MASKS - AUTOMATED DESIGN AND MASK REQUIREMENTSPati, Y. C., Wang, Y. T., Liang, J. W., KAILATH, T.ANALYTIC INTERPOLATION PROBLEMS AND LATTICE FILTER DESIGNSQUARE-ROOT ARRAYS AND CHANDRASEKHAR RECURSIONS FOR H infinity PROBLEMSON A CLOSED FORM SOLUTION TO THE CONSTANT MODULUS FACTORIZATION PROBLEMA MODIFIED QR ADAPTIVE FILTERING ALGORITHM - ELEMENTARY APPROACHSIGNAL-PROCESSING TECHNIQUES FOR DEFECT INSPECTION OF DISTORTED PATTERNED WAFERSKhalaj, B. H., Aghajan, H., Paulraj, A., KAILATH, T.CONTROL OF RAPID THERMAL PROCESSING - A SYSTEM THEORETIC APPROACHGYUGYI, P. J., Cho, Y. M., Franklin, G., KAILATH, T.THE SCHUR-ALGORITHM FOR MATRIX-VALUED MEROMORPHIC FUNCTIONSGENERALIZED DISPLACEMENT STRUCTURE FOR BLOCK-TOEPLITZ, TOEPLITZ-BLOCK, AND TOEPLITZ-DERIVED MATRICESDEFECT INSPECTION OF PERIODIC PATTERNS WITH LOW-ORDER DISTORTIONSKhalaj, B. H., Aghajan, H., Paulraj, A., KAILATH, T.ADAPTIVE CHANNEL EQUALIZATION FOR TDMA DIGITAL CELLULAR COMMUNICATIONS USING ANTENNA ARRAYSNaguib, A. F., Khalaj, B., Paulraj, A., KAILATH, T.A CLOSE-FORM PERFORMANCE APPROXIMATION FOR NONBLOCKING ATM SWITCHES WITH CHANNEL GROUPINGRECONFIGURING PROCESSOR ARRAYS USING MULTIPLE-TRACK MODELS - THE 3-TRACK-1-SPARE-APPROACHVarvarigou, T. A., Roychowdhury, V. P., KAILATH, T.FAST TRIANGULAR FACTORIZATION AND INVERSION OF HERMITIAN, TOEPLITZ, AND RELATED MATRICES WITH ARBITRARY RANK PROFILESensor array processing techniques for super resolution multi-line-fitting and straight edge detectionFAST TRIANGULAR FACTORIZATION OF THE SUM OF QUASI-TOEPLITZ AND QUASI-HANKEL MATRICESA PERFORMANCE ANALYSIS OF SUBSPACE-BASED METHODS IN THE PRESENCE OF MODEL ERRORS - .2.
But Thomas Kailath is an exception. (1959) and Sc.D. As I mentioned earlier, the analysis of LPC turned out to be close to the mathematics that we had hit upon through our work in control. It formulates the multi-line-fitting problem in a special parameter estimation framework such that a signal structure similar to the sensor array processing signal representation is obtained. Sort by citations Sort by year Sort by title. The signal representation used can be generalized to handle problems of line fitting and of straight edge detection. (Telecom) degree in 1956 from the College of Engineering, Pune, India, and S.M. In the 1980s he led a large research group in four major areas: smart antenna array processing, adaptive filtering theory, special purpose VLSI architectures for signal processing, and displacement structure theory for fast matrix and linear algebra computations.
2-D STATE-SPACE MODELS - REALIZATION AND NOTIONS OF CONTROLLABILITY, OBSERVABILITY, AND MINIMALITYORTHOGONAL FUNCTIONALS OF INDEPENDENT-INCREMENT PROCESSESSCATTERING THEORY AND LINEAR LEAST-SQUARES ESTIMATION .1. For transformative contributions to the fields of information and system science, for distinctive and sustained mentoring of young scholars, and for translation of scientific ideas into entrepreneurial ventures that have had …
For example, vertical bands will correspond to objects with zero velocity.