Independent Component Analysis: A Tutorial Introduction (A Bradford Book)

3,75 valoración promedio
( 12 valoraciones por Goodreads )
 
9780262693158: Independent Component Analysis: A Tutorial Introduction (A Bradford Book)

Book by Stone James V

"Sinopsis" puede pertenecer a otra edición de este libro.

Críticas:

"Independent component analysis is a recent and powerful addition to the methods that scientists and engineers have available to explore large data sets in high-dimensional spaces. This book is a clearly written introduction to the foundations of ICA and the practical issues that arise in applying it to a wide range of problems." Terrence J. Sejnowski, Howard Hughes Medical Institute, Salk Institute for Biological Studies, and University of California, San Diego

Reseña del editor:

Independent component analysis (ICA) is becoming an increasingly important tool for analyzing large data sets. In essence, ICA separates an observed set of signal mixtures into a set of statistically independent component signals, or source signals. In so doing, this powerful method can extract the relatively small amount of useful information typically found in large data sets. The applications for ICA range from speech processing, brain imaging, and electrical brain signals to telecommunications and stock predictions. In Independent Component Analysis, Jim Stone presents the essentials of ICA and related techniques (projection pursuit and complexity pursuit) in a tutorial style, using intuitive examples described in simple geometric terms. The treatment fills the need for a basic primer on ICA that can be used by readers of varying levels of mathematical sophistication, including engineers, cognitive scientists, and neuroscientists who need to know the essentials of this evolving method. An overview establishes the strategy implicit in ICA in terms of its essentially physical underpinnings and describes how ICA is based on the key observations that different physical processes generate outputs that are statistically independent of each other. The book then describes what Stone calls "the mathematical nuts and bolts" of how ICA works. Presenting only essential mathematical proofs, Stone guides the reader through an exploration of the fundamental characteristics of ICA. Topics covered include the geometry of mixing and unmixing; methods for blind source separation; and applications of ICA, including voice mixtures, EEG, fMRI, and fetal heart monitoring. The appendixes provide a vector matrix tutorial, plus basic demonstration computer code that allows the reader to see how each mathematical method described in the text translates into working Matlab computer code.

"Sobre este título" puede pertenecer a otra edición de este libro.

Comprar nuevo Ver libro

Gastos de envío: GRATIS
De Reino Unido a Estados Unidos de America

Destinos, gastos y plazos de envío

Añadir al carrito

Los mejores resultados en AbeBooks

1.

James V. Stone
Editorial: MIT Press Ltd, United States (2004)
ISBN 10: 0262693151 ISBN 13: 9780262693158
Nuevos Paperback Cantidad: 1
Librería
The Book Depository
(London, Reino Unido)
Valoración
[?]

Descripción MIT Press Ltd, United States, 2004. Paperback. Estado de conservación: New. 224 x 178 mm. Language: English . Brand New Book. Independent component analysis (ICA) is becoming an increasingly important tool for analyzing large data sets. In essence, ICA separates an observed set of signal mixtures into a set of statistically independent component signals, or source signals. In so doing, this powerful method can extract the relatively small amount of useful information typically found in large data sets. The applications for ICA range from speech processing, brain imaging, and electrical brain signals to telecommunications and stock predictions. In Independent Component Analysis, Jim Stone presents the essentials of ICA and related techniques (projection pursuit and complexity pursuit) in a tutorial style, using intuitive examples described in simple geometric terms. The treatment fills the need for a basic primer on ICA that can be used by readers of varying levels of mathematical sophistication, including engineers, cognitive scientists, and neuroscientists who need to know the essentials of this evolving method. An overview establishes the strategy implicit in ICA in terms of its essentially physical underpinnings and describes how ICA is based on the key observations that different physical processes generate outputs that are statistically independent of each other. The book then describes what Stone calls the mathematical nuts and bolts of how ICA works. Presenting only essential mathematical proofs, Stone guides the reader through an exploration of the fundamental characteristics of ICA. Topics covered include the geometry of mixing and unmixing; methods for blind source separation; and applications of ICA, including voice mixtures, EEG, fMRI, and fetal heart monitoring. The appendixes provide a vector matrix tutorial, plus basic demonstration computer code that allows the reader to see how each mathematical method described in the text translates into working Matlab computer code. Nº de ref. de la librería AAZ9780262693158

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 37,28
Convertir moneda

Añadir al carrito

Gastos de envío: GRATIS
De Reino Unido a Estados Unidos de America
Destinos, gastos y plazos de envío

2.

James V Stone
Editorial: MIT Press (2004)
ISBN 10: 0262693151 ISBN 13: 9780262693158
Nuevos Cantidad: > 20
Librería
Books2Anywhere
(Fairford, GLOS, Reino Unido)
Valoración
[?]

Descripción MIT Press, 2004. PAP. Estado de conservación: New. New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. Nº de ref. de la librería WM-9780262693158

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 30,36
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 10,31
De Reino Unido a Estados Unidos de America
Destinos, gastos y plazos de envío

3.

James V. Stone
Editorial: MIT Press Ltd, United States (2004)
ISBN 10: 0262693151 ISBN 13: 9780262693158
Nuevos Paperback Cantidad: 1
Librería
The Book Depository US
(London, Reino Unido)
Valoración
[?]

Descripción MIT Press Ltd, United States, 2004. Paperback. Estado de conservación: New. 224 x 178 mm. Language: English . Brand New Book. Independent component analysis (ICA) is becoming an increasingly important tool for analyzing large data sets. In essence, ICA separates an observed set of signal mixtures into a set of statistically independent component signals, or source signals. In so doing, this powerful method can extract the relatively small amount of useful information typically found in large data sets. The applications for ICA range from speech processing, brain imaging, and electrical brain signals to telecommunications and stock predictions. In Independent Component Analysis, Jim Stone presents the essentials of ICA and related techniques (projection pursuit and complexity pursuit) in a tutorial style, using intuitive examples described in simple geometric terms. The treatment fills the need for a basic primer on ICA that can be used by readers of varying levels of mathematical sophistication, including engineers, cognitive scientists, and neuroscientists who need to know the essentials of this evolving method. An overview establishes the strategy implicit in ICA in terms of its essentially physical underpinnings and describes how ICA is based on the key observations that different physical processes generate outputs that are statistically independent of each other. The book then describes what Stone calls the mathematical nuts and bolts of how ICA works. Presenting only essential mathematical proofs, Stone guides the reader through an exploration of the fundamental characteristics of ICA. Topics covered include the geometry of mixing and unmixing; methods for blind source separation; and applications of ICA, including voice mixtures, EEG, fMRI, and fetal heart monitoring. The appendixes provide a vector matrix tutorial, plus basic demonstration computer code that allows the reader to see how each mathematical method described in the text translates into working Matlab computer code. Nº de ref. de la librería AAZ9780262693158

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 41,40
Convertir moneda

Añadir al carrito

Gastos de envío: GRATIS
De Reino Unido a Estados Unidos de America
Destinos, gastos y plazos de envío

4.

James V. Stone
ISBN 10: 0262693151 ISBN 13: 9780262693158
Nuevos Cantidad: 1
Librería
Speedy Hen LLC
(Sunrise, FL, Estados Unidos de America)
Valoración
[?]

Descripción Estado de conservación: New. Bookseller Inventory # ST0262693151. Nº de ref. de la librería ST0262693151

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 41,40
Convertir moneda

Añadir al carrito

Gastos de envío: GRATIS
A Estados Unidos de America
Destinos, gastos y plazos de envío

5.

James V. Stone
Editorial: MIT Press Ltd
ISBN 10: 0262693151 ISBN 13: 9780262693158
Nuevos Paperback Cantidad: 1
Librería
THE SAINT BOOKSTORE
(Southport, Reino Unido)
Valoración
[?]

Descripción MIT Press Ltd. Paperback. Estado de conservación: new. BRAND NEW, Independent Component Analysis: A Tutorial Introduction, James V. Stone, Independent component analysis (ICA) is becoming an increasingly important tool for analyzing large data sets. In essence, ICA separates an observed set of signal mixtures into a set of statistically independent component signals, or source signals. In so doing, this powerful method can extract the relatively small amount of useful information typically found in large data sets. The applications for ICA range from speech processing, brain imaging, and electrical brain signals to telecommunications and stock predictions. In Independent Component Analysis, Jim Stone presents the essentials of ICA and related techniques (projection pursuit and complexity pursuit) in a tutorial style, using intuitive examples described in simple geometric terms. The treatment fills the need for a basic primer on ICA that can be used by readers of varying levels of mathematical sophistication, including engineers, cognitive scientists, and neuroscientists who need to know the essentials of this evolving method. An overview establishes the strategy implicit in ICA in terms of its essentially physical underpinnings and describes how ICA is based on the key observations that different physical processes generate outputs that are statistically independent of each other. The book then describes what Stone calls "the mathematical nuts and bolts" of how ICA works. Presenting only essential mathematical proofs, Stone guides the reader through an exploration of the fundamental characteristics of ICA. Topics covered include the geometry of mixing and unmixing; methods for blind source separation; and applications of ICA, including voice mixtures, EEG, fMRI, and fetal heart monitoring. The appendixes provide a vector matrix tutorial, plus basic demonstration computer code that allows the reader to see how each mathematical method described in the text translates into working Matlab computer code. Nº de ref. de la librería B9780262693158

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 36,09
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 6,80
De Reino Unido a Estados Unidos de America
Destinos, gastos y plazos de envío

6.

James V. Stone
Editorial: MIT Press
ISBN 10: 0262693151 ISBN 13: 9780262693158
Nuevos Cantidad: > 20
Librería
INDOO
(Avenel, NJ, Estados Unidos de America)
Valoración
[?]

Descripción MIT Press. Estado de conservación: New. Brand New. Nº de ref. de la librería 0262693151

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 42,85
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 3,13
A Estados Unidos de America
Destinos, gastos y plazos de envío

7.

James V. Stone
ISBN 10: 0262693151 ISBN 13: 9780262693158
Nuevos Cantidad: 1
Librería
BWB
(Valley Stream, NY, Estados Unidos de America)
Valoración
[?]

Descripción Estado de conservación: New. Depending on your location, this item may ship from the US or UK. Nº de ref. de la librería 97802626931580000000

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 46,63
Convertir moneda

Añadir al carrito

Gastos de envío: GRATIS
A Estados Unidos de America
Destinos, gastos y plazos de envío

8.

Stone, James V.
Editorial: MIT Press Ltd (2004)
ISBN 10: 0262693151 ISBN 13: 9780262693158
Nuevos Tapa blanda Cantidad: 1
Librería
Valoración
[?]

Descripción MIT Press Ltd, 2004. Estado de conservación: New. 2004. Paperback. A tutorial-style introduction to a class of methods for extracting independent signals from a mixture of signals originating from different physical sources; includes MatLab computer code examples. Num Pages: 200 pages, 57. BIC Classification: UYQN. Category: (G) General (US: Trade); (P) Professional & Vocational; (U) Tertiary Education (US: College). Dimension: 229 x 181 x 26. Weight in Grams: 350. . . . . . . Nº de ref. de la librería V9780262693158

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 47,52
Convertir moneda

Añadir al carrito

Gastos de envío: GRATIS
De Irlanda a Estados Unidos de America
Destinos, gastos y plazos de envío

9.

James V. Stone
Editorial: The MIT Press (2004)
ISBN 10: 0262693151 ISBN 13: 9780262693158
Nuevos Paperback Cantidad: 1
Librería
Ergodebooks
(RICHMOND, TX, Estados Unidos de America)
Valoración
[?]

Descripción The MIT Press, 2004. Paperback. Estado de conservación: New. Nº de ref. de la librería SONG0262693151

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 44,55
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 3,57
A Estados Unidos de America
Destinos, gastos y plazos de envío

10.

Stone, James V.
ISBN 10: 0262693151 ISBN 13: 9780262693158
Nuevos Cantidad: > 20
Librería
Paperbackshop-US
(Wood Dale, IL, Estados Unidos de America)
Valoración
[?]

Descripción 2004. PAP. Estado de conservación: New. New Book. Shipped from US within 10 to 14 business days. Established seller since 2000. Nº de ref. de la librería TM-9780262693158

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 44,88
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 3,57
A Estados Unidos de America
Destinos, gastos y plazos de envío

Existen otras copia(s) de este libro

Ver todos los resultados de su búsqueda