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Digital Signal Processing with Kernel Methods, Rojo-?lvarez


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Цена: 17733.00р.
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Автор: Rojo-?lvarez
Название:  Digital Signal Processing with Kernel Methods
ISBN: 9781118611791
Издательство: Wiley
Классификация:


ISBN-10: 1118611799
Обложка/Формат: Hardback
Страницы: 672
Вес: 1.22 кг.
Дата издания: 26.01.2018
Серия: Electronics & communications engineering,Computer hardware
Язык: English
Размер: 244 x 179 x 32
Читательская аудитория: Professional & vocational
Ключевые слова: Electronics & communications engineering,Computer hardware
Основная тема: Signal Processing
Ссылка на Издательство: Link
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Поставляется из: Англии
Описание: A realistic and comprehensive review of joint approaches to machine learning and signal processing algorithms, with application to communications, multimedia, and biomedical engineering systems

Digital Signal Processing with Kernel Methods reviews the milestones in the mixing of classical digital signal processing models and advanced kernel machines statistical learning tools. It explains the fundamental concepts from both fields of machine learning and signal processing so that readers can quickly get up to speed in order to begin developing the concepts and application software in their own research.

Digital Signal Processing with Kernel Methods provides a comprehensive overview of kernel methods in signal processing, without restriction to any application field. It also offers example applications and detailed benchmarking experiments with real and synthetic datasets throughout. Readers can find further worked examples with Matlab source code on a website developed by the authors: http: //github.com/DSPKM

- Presents the necessary basic ideas from both digital signal processing and machine learning concepts
- Reviews the state-of-the-art in SVM algorithms for classification and detection problems in the context of signal processing
- Surveys advances in kernel signal processing beyond SVM algorithms to present other highly relevant kernel methods for digital signal processing

An excellent book for signal processing researchers and practitioners, Digital Signal Processing with Kernel Methods will also appeal to those involved in machine learning and pattern recognition.



Digital Signal Processing with Field Programmable Gate Arrays

Автор: Meyer-Baese
Название: Digital Signal Processing with Field Programmable Gate Arrays
ISBN: 3540726128 ISBN-13(EAN): 9783540726128
Издательство: Springer
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Цена: 12571.00 р.
Наличие на складе: Поставка под заказ.

Описание: Field-Programmable Gate Arrays (FPGAs) are revolutionizing digital signal processing as novel FPGA families are replacing ASICs and PDSPs for front-end digital signal processing algorithms. So the efficient implementation of these algorithms is critical and is the main goal of this book. It starts with an overview of today's FPGA technology, devices, and tools for designing state-of-the-art DSP systems. A case study in the first chapter is the basis for more than 40 design examples throughout. The following chapters deal with computer arithmetic concepts, theory and the implementation of FIR and IIR filters, multirate digital signal processing systems, DFT and FFT algorithms, advanced algorithms with high future potential, and adaptive filters. Each chapter contains exercises. The VERILOG source code and a glossary are given in the appendices, while the accompanying CD-ROM contains the examples in VHDL and Verilog code as well as the newest Altera "Quartus II web edition" software. This edition has a new chapter on microprocessors, new sections on special functions using MAC calls, intellectual property core design and arbitrary sampling rate converters, and over 100 new exercises.

Streamlining Digital Signal Processing: A Tricks of the Trade Guidebook, 2nd Edition

Автор: Lyons
Название: Streamlining Digital Signal Processing: A Tricks of the Trade Guidebook, 2nd Edition
ISBN: 1118278380 ISBN-13(EAN): 9781118278383
Издательство: Wiley
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Цена: 12030.00 р.
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Описание: Now in an updated second edition, this easily accessible book presents recent advances in digital signal processing (DSP) that simplify or increase the computational speed of common signal processing operations. The material is practical, real-world, with clever DSP tricks of the trade not covered in conventional DSP textbooks.

Kernel Adaptive Filtering

Автор: Principe Jose C
Название: Kernel Adaptive Filtering
ISBN: 0470447532 ISBN-13(EAN): 9780470447536
Издательство: Wiley
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Цена: 16782.00 р.
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Описание: * On-line learning is a fundamental tool in adaptive signalprocessing * Presents on-line learning from a signal processingperspective.

Data-Variant Kernel Analysis

Автор: Motai Yuichi
Название: Data-Variant Kernel Analysis
ISBN: 111901932X ISBN-13(EAN): 9781119019329
Издательство: Wiley
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Цена: 17891.00 р.
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Описание: Describes and discusses the variants of kernel analysis methods for data types that have been intensely studied in recent years This book covers kernel analysis topics ranging from the fundamental theory of kernel functions to its applications.

Digital design of signal processing systems

Название: Digital design of signal processing systems
ISBN: 047074183X ISBN-13(EAN): 9780470741832
Издательство: Wiley
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Цена: 15674.00 р.
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Описание: Digital Design of Signal Processing Systems offers a practical guide to designing efficient digital systems, covering the complete spectrum of digital design from a DSP (digital signal processing) perspective.

Digital Signal Processing with CD

Автор: Mitra Sanjit
Название: Digital Signal Processing with CD
ISBN: 0071289461 ISBN-13(EAN): 9780071289467
Издательство: McGraw-Hill
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Цена: 8921.00 р.
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Описание: Suitable for a two-semester course on digital signal processing for seniors or first-year graduate students, this book introduces the tools used in the analysis and design of discrete-time systems for signal processing. It features the use of MATLAB-based examples illustrating the program`s capability to solve signal processing problems.

Real-Time Digital Signal Processing from MATLAB® to C with the TMS320C6x DSPs, Second Edition

Автор: Welch, Iii
Название: Real-Time Digital Signal Processing from MATLAB® to C with the TMS320C6x DSPs, Second Edition
ISBN: 1439883033 ISBN-13(EAN): 9781439883037
Издательство: Taylor&Francis
Цена: 9798.00 р.
Наличие на складе: Поставка под заказ.

Описание: Cell phones, GPS receivers, and CD players are just some of the products that rely on real-time digital signal processing (DSP). This book bridges theory and application of DSP using a step-by-step transition approach. It builds a practical framework that reinforces basic DSP theory using demonstrations, exercises, and projects, exploring MATLAB and real-time DSP hardware. The authors provide downloadable access to source code, example files, test signals, and executable programs required for presented examples, exercises, and projects. The book also offers solutions and challenges throughout.

Mathematical methods in time series analysis and digital image processing

Автор: Dahlhaus
Название: Mathematical methods in time series analysis and digital image processing
ISBN: 3540756310 ISBN-13(EAN): 9783540756316
Издательство: Springer
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Цена: 16769.00 р.
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Описание: Intends to bring together research directions in theoretical signal and imaging processing developed rather independently in electrical engineering, theoretical physics, mathematics and the computer sciences. This book summarizes work carried out in the field of theoretical signal and image processing.


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