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Deep Learning and Neural Networks
滿額折
出版日:2015/10/28 作者:Jeff Heaton  出版社:Createspace Independent Pub  裝訂:平裝
Neural networks have been a mainstay of artificial intelligence since its earliest days. Now, exciting new technologies such as deep learning and convolution are taking neural networks in bold new dir
優惠價: 1 1200
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Signal Transforms in Dynamic Measurements
90 折
出版日:2015/01/08 作者:Edward Layer; Krzysztof Tomczyk  出版社:Springer Verlag  裝訂:精裝
This book is devoted to the analysis of measurement signals which requires specific mathematical operations like Convolution, Deconvolution, Laplace, Fourier, Hilbert, Wavelet or Z transform which are
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Fractional Calculus
滿額折
出版日:2012/01/27 作者:Dumitru Baleanu; Kai Diethelm; Enrico Scalas; Juan J. Trujillo  出版社:World Scientific Pub Co Inc  裝訂:精裝
The subject of fractional calculus and its applications (that is, convolution-type pseudo-differential operators including integrals and derivatives of any arbitrary real or complex order) has gained
優惠價: 9 4253
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The Wavelet Transform
滿額折
出版日:2010/01/30 作者:Ram Shankar Pathak  出版社:World Scientific Pub Co Inc  裝訂:精裝
This book contains many important new results on the theory of wavelet transform, such as its relations with Hilbert transform and other fractional integral operators, convolution for wavelet transfor
優惠價: 9 3825
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An Introduction to Iterative Toeplitz Solvers
90 折
出版日:2007/11/22 作者:Raymond Hon-Fu Chan ; Xiao-Qing Jin  出版社:Cambridge University Press  裝訂:平裝
A frequent feature of numerical partial and ordinary differential equations, numerical solutions of convolution-type integral equations, stationary retrogressive time series in statistics, minimal rea
優惠價: 9 3321
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出版日:2006/09/15 作者:Don Koks  出版社:Springer Verlag  裝訂:精裝
Have you ever wondered why the language of modern physics centres on geometry? Or how quantum operators and Dirac brackets work? What a convolution really is? What tensors are all about? Or what field
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Introduction To Fourier Analysis
90 折
出版日:1994/10/20 作者:Morrison  出版社:John Wiley & Sons Inc  裝訂:精裝
Contains 36 lectures solely on Fourier analysis and the FFT. Time and frequency domains, representation of waveforms in terms of complex exponentials and sinusoids, convolution, impulse response and t
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Signals And Linear Systems, 3Rd Edition
90 折
出版日:1986/10/16 作者:Gabel  出版社:John Wiley & Sons Inc  裝訂:精裝
Unifies the various approaches used to characterize the interaction of signals with systems. Stresses their commonality, and contrasts difference/differential equation models, convolution, and state v
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Attractors of Hamiltonian Nonlinear Partial Differential Equations
90 折
出版日:2021/10/31 作者:Alexander Komech  出版社:Cambridge Univ Pr  裝訂:精裝
This monograph is the first to present the theory of global attractors of Hamiltonian partial differential equations. A particular focus is placed on the results obtained in the last three decades, with chapters on the global attraction to stationary states, to solitons, and to stationary orbits. The text includes many physically relevant examples and will be of interest to graduate students and researchers in both mathematics and physics. The proofs involve novel applications of methods of harmonic analysis, including Tauberian theorems, Titchmarsh's convolution theorem, and the theory of quasimeasures. As well as the underlying theory, the authors discuss the results of numerical simulations and formulate open problems to prompt further research.
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出版日:2021/09/30 作者:Hui Jiang  出版社:Cambridge Univ Pr  裝訂:平裝
This lucid, accessible introduction to supervised machine learning presents core concepts in a focused and logical way that is easy for beginners to follow. The author assumes basic calculus, linear algebra, probability and statistics but no prior exposure to machine learning. Coverage includes widely used traditional methods such as SVMs, boosted trees, HMMs, and LDAs, plus popular deep learning methods such as convolution neural nets, attention, transformers, and GANs. Organized in a coherent presentation framework that emphasizes the big picture, the text introduces each method clearly and concisely “from scratch” based on the fundamentals. All methods and algorithms are described by a clean and consistent style, with a minimum of unnecessary detail. Numerous case studies and concrete examples demonstrate how the methods can be applied in a variety of contexts.
優惠價: 1 1280
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Machine Learning Fundamentals:A Concise Introduction
90 折
出版日:2021/09/30 作者:Hui Jiang  出版社:Cambridge Univ Pr  裝訂:精裝
This lucid, accessible introduction to supervised machine learning presents core concepts in a focused and logical way that is easy for beginners to follow. The author assumes basic calculus, linear algebra, probability and statistics but no prior exposure to machine learning. Coverage includes widely used traditional methods such as SVMs, boosted trees, HMMs, and LDAs, plus popular deep learning methods such as convolution neural nets, attention, transformers, and GANs. Organized in a coherent presentation framework that emphasizes the big picture, the text introduces each method clearly and concisely “from scratch” based on the fundamentals. All methods and algorithms are described by a clean and consistent style, with a minimum of unnecessary detail. Numerous case studies and concrete examples demonstrate how the methods can be applied in a variety of contexts.
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Continuous Semigroups in Banach Algebras
90 折
出版日:1982/06/17 作者:Allan M. Sinclair  出版社:Cambridge Univ Pr  裝訂:平裝
In these notes the abstract theory of analytic one-parameter semigroups in Banach algebras is discussed, with the Gaussian, Poisson and fractional integral semigroups in convolution Banach algebras serving as motivating examples. Such semigroups are constructed in a Banach algebra with a bounded approximate identity. Growth restrictions on the semigroup are linked to the structure of the underlying Banach algebra. The Hille-Yosida Theorem and a result of J. Esterle's on the nilpotency of semigroups are proved in detail. The lecture notes are an expanded version of lectures given by the author at the University of Edinburgh in 1980 and can be used as a text for a graduate course in functional analysis.
優惠價: 9 2222
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Mathematical Foundations of Infinite-Dimensional Statistical Models
滿額折
出版日:2021/04/30 作者:Evarist Giné  出版社:Cambridge Univ Pr  裝訂:平裝
In nonparametric and high-dimensional statistical models, the classical Gauss–Fisher–Le Cam theory of the optimality of maximum likelihood estimators and Bayesian posterior inference does not apply, and new foundations and ideas have been developed in the past several decades. This book gives a coherent account of the statistical theory in infinite-dimensional parameter spaces. The mathematical foundations include self-contained 'mini-courses' on the theory of Gaussian and empirical processes, approximation and wavelet theory, and the basic theory of function spaces. The theory of statistical inference in such models - hypothesis testing, estimation and confidence sets - is presented within the minimax paradigm of decision theory. This includes the basic theory of convolution kernel and projection estimation, but also Bayesian nonparametrics and nonparametric maximum likelihood estimation. In a final chapter the theory of adaptive inference in nonparametric models is developed, includi
優惠價: 9 2339
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From Categories to Homotopy Theory
90 折
出版日:2020/04/30 作者:Birgit Richter  出版社:Cambridge Univ Pr  裝訂:精裝
Category theory provides structure for the mathematical world and is seen everywhere in modern mathematics. With this book, the author bridges the gap between pure category theory and its numerous applications in homotopy theory, providing the necessary background information to make the subject accessible to graduate students or researchers with a background in algebraic topology and algebra. The reader is first introduced to category theory, starting with basic definitions and concepts before progressing to more advanced themes. Concrete examples and exercises illustrate the topics, ranging from colimits to constructions such as the Day convolution product. Part II covers important applications of category theory, giving a thorough introduction to simplicial objects including an account of quasi-categories and Segal sets. Diagram categories play a central role throughout the book, giving rise to models of iterated loop spaces, and feature prominently in functor homology and homology
優惠價: 9 3131
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Mathematical Foundations of Infinite-Dimensional Statistical Models
90 折
出版日:2015/12/31 作者:Evarist Giné  出版社:Cambridge Univ Pr  裝訂:精裝
In nonparametric and high-dimensional statistical models, the classical Gauss-Fisher-Le Cam theory of the optimality of maximum likelihood estimators and Bayesian posterior inference does not apply, and new foundations and ideas have been developed in the past several decades. This book gives a coherent account of the statistical theory in infinite-dimensional parameter spaces. The mathematical foundations include self-contained 'mini-courses' on the theory of Gaussian and empirical processes, on approximation and wavelet theory, and on the basic theory of function spaces. The theory of statistical inference in such models - hypothesis testing, estimation and confidence sets - is then presented within the minimax paradigm of decision theory. This includes the basic theory of convolution kernel and projection estimation, but also Bayesian nonparametrics and nonparametric maximum likelihood estimation. In the final chapter, the theory of adaptive inference in nonparametric models is deve
若需訂購本書,請電洽客服 02-25006600[分機130、131]。
A Student's Guide to Fourier Transforms
90 折
出版日:2011/05/09 作者:J. F. James  出版社:Cambridge Univ Pr  裝訂:平裝
Fourier transform theory is of central importance in a vast range of applications in physical science, engineering and applied mathematics. Providing a concise introduction to the theory and practice of Fourier transforms, this book is invaluable to students of physics, electrical and electronic engineering, and computer science. After a brief description of the basic ideas and theorems, the power of the technique is illustrated through applications in optics, spectroscopy, electronics and telecommunications. The rarely discussed but important field of multi-dimensional Fourier theory is covered, including a description of Computer Axial Tomography (CAT scanning). The book concludes by discussing digital methods, with particular attention to the Fast Fourier Transform and its implementation. This new edition has been revised to include new and interesting material, such as convolution with a sinusoid, coherence, the Michelson stellar interferometer and the van Cittert–Zernike theorem,
優惠價: 9 1462
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Number Theory in the Spirit of Liouville
90 折
出版日:2010/11/30 作者:Kenneth S. Williams  出版社:Cambridge Univ Pr  裝訂:平裝
Joseph Liouville is recognised as one of the great mathematicians of the nineteenth century, and one of his greatest achievements was the introduction of a powerful new method into elementary number theory. This book provides a gentle introduction to this method, explaining it in a clear and straightforward manner. The many applications provided include applications to sums of squares, sums of triangular numbers, recurrence relations for divisor functions, convolution sums involving the divisor functions, and many others. All of the topics discussed have a rich history dating back to Euler, Jacobi, Dirichlet, Ramanujan and others, and they continue to be the subject of current mathematical research. Williams places the results in their historical and contemporary contexts, making the connection between Liouville's ideas and modern theory. This is the only book in English entirely devoted to the subject and is thus an extremely valuable resource for both students and researchers alike.
優惠價: 9 2573
無庫存
Number Theory in the Spirit of Liouville
90 折
出版日:2010/11/30 作者:Kenneth S. Williams  出版社:Cambridge Univ Pr  裝訂:精裝
Joseph Liouville is recognised as one of the great mathematicians of the nineteenth century, and one of his greatest achievements was the introduction of a powerful new method into elementary number theory. This book provides a gentle introduction to this method, explaining it in a clear and straightforward manner. The many applications provided include applications to sums of squares, sums of triangular numbers, recurrence relations for divisor functions, convolution sums involving the divisor functions, and many others. All of the topics discussed have a rich history dating back to Euler, Jacobi, Dirichlet, Ramanujan and others, and they continue to be the subject of current mathematical research. Williams places the results in their historical and contemporary contexts, making the connection between Liouville's ideas and modern theory. This is the only book in English entirely devoted to the subject and is thus an extremely valuable resource for both students and researchers alike.
若需訂購本書,請電洽客服 02-25006600[分機130、131]。
Complex Polynomials
90 折
出版日:2009/03/12 作者:T. Sheil-Small  出版社:Cambridge Univ Pr  裝訂:平裝
This book studies the geometric theory of polynomials and rational functions in the plane. Any theory in the plane should make full use of the complex numbers and thus the early chapters build the foundations of complex variable theory, melding together ideas from algebra, topology and analysis. In fact, throughout the book, the author introduces a variety of ideas and constructs theories around them, incorporating much of the classical theory of polynomials as he proceeds. These ideas are used to study a number of unsolved problems, bearing in mind that such problems indicate the current limitations of our knowledge and present challenges for the future. However, theories also lead to solutions of some problems and several such solutions are given including a comprehensive account of the geometric convolution theory. This is an ideal reference for graduate students and researchers working in this area.
優惠價: 9 3509
無庫存
Automorphic Forms on SL2 (R)
90 折
出版日:2008/08/14 作者:Armand Borel  出版社:Cambridge Univ Pr  裝訂:平裝
This book provides an introduction to some aspects of the analytic theory of automorphic forms on G=SL2(R) or the upper-half plane X, with respect to a discrete subgroup G of G of finite covolume. The point of view is inspired by the theory of infinite dimensional unitary representations of G; this is introduced in the last sections, making this connection explicit. The topics treated include the construction of fundamental domains, the notion of automorphic form on G\G and its relationship with the classical automorphic forms on X, Poincare series, constant terms, cusp forms, finite dimensionality of the space of automorphic forms of a given type, compactness of certain convolution operators, Eisenstein series, unitary representations of G, and the spectral decomposition of L2 (G\G). The main prerequisites are some results in functional analysis (reviewed, with references) and some familiarity with the elementary theory of Lie groups and Lie algebras. Graduate students and researcher
優惠價: 9 2690
無庫存
Complex Polynomials
90 折
出版日:2002/11/07 作者:T. Sheil-Small  出版社:Cambridge Univ Pr  裝訂:精裝
This book studies the geometric theory of polynomials and rational functions in the plane. Any theory in the plane should make full use of the complex numbers and thus the early chapters build the foundations of complex variable theory, melding together ideas from algebra, topology and analysis. In fact, throughout the book, the author introduces a variety of ideas and constructs theories around them, incorporating much of the classical theory of polynomials as he proceeds. These ideas are used to study a number of unsolved problems, bearing in mind that such problems indicate the current limitations of our knowledge and present challenges for the future. However, theories also lead to solutions of some problems and several such solutions are given including a comprehensive account of the geometric convolution theory. This is an ideal reference for graduate students and researchers working in this area.
若需訂購本書,請電洽客服 02-25006600[分機130、131]。
Automorphic Forms on SL2 (R)
90 折
出版日:1997/08/28 作者:Armand Borel  出版社:Cambridge Univ Pr  裝訂:精裝
This book provides an introduction to some aspects of the analytic theory of automorphic forms on G=SL2(R) or the upper-half plane X, with respect to a discrete subgroup G of G of finite covolume. The point of view is inspired by the theory of infinite dimensional unitary representations of G; this is introduced in the last sections, making this connection explicit. The topics treated include the construction of fundamental domains, the notion of automorphic form on G\G and its relationship with the classical automorphic forms on X, Poincare series, constant terms, cusp forms, finite dimensionality of the space of automorphic forms of a given type, compactness of certain convolution operators, Eisenstein series, unitary representations of G, and the spectral decomposition of L2 (G\G). The main prerequisites are some results in functional analysis (reviewed, with references) and some familiarity with the elementary theory of Lie groups and Lie algebras. Graduate students and researcher
若需訂購本書,請電洽客服 02-25006600[分機130、131]。
數位信號處理應用MATLAB
95 折
出版日:2004/09/01 作者:蒙以正  出版社:旗標出版社  裝訂:平裝
1. 基本觀念介紹完整:DSP 的理論範圍雖廣泛, 基本的理論介紹詳盡, 涵蓋 Fourier 轉換、Z 轉換、Convolution (摺積)、系統穩定判斷、時域分析、頻域分析、濾波器規格、濾波器架構、IIR 濾波器設計、FIR 濾波器設計等。 2. 以 MATLAB 程式設計導向:本書含 MATLAB 的入門介紹,使完全不會 MATLAB 的讀者也能快速上手。本書完全以 MATLAB 程式來驗
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