Matrix Information Geometry

Download or Read eBook Matrix Information Geometry PDF written by Frank Nielsen and published by Springer Science & Business Media. This book was released on 2012-08-07 with total page 454 pages. Available in PDF, EPUB and Kindle.
Matrix Information Geometry
Author :
Publisher : Springer Science & Business Media
Total Pages : 454
Release :
ISBN-10 : 9783642302329
ISBN-13 : 3642302327
Rating : 4/5 (29 Downloads)

Book Synopsis Matrix Information Geometry by : Frank Nielsen

Book excerpt: This book presents advances in matrix and tensor data processing in the domain of signal, image and information processing. The theoretical mathematical approaches are discusses in the context of potential applications in sensor and cognitive systems engineering. The topics and application include Information Geometry, Differential Geometry of structured Matrix, Positive Definite Matrix, Covariance Matrix, Sensors (Electromagnetic Fields, Acoustic sensors) and Applications in Cognitive systems, in particular Data Mining.


Matrix Information Geometry Related Books

Matrix Information Geometry
Language: en
Pages: 454
Authors: Frank Nielsen
Categories: Technology & Engineering
Type: BOOK - Published: 2012-08-07 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

This book presents advances in matrix and tensor data processing in the domain of signal, image and information processing. The theoretical mathematical approac
Information Geometry and Its Applications
Language: en
Pages: 378
Authors: Shun-ichi Amari
Categories: Mathematics
Type: BOOK - Published: 2016-02-02 - Publisher: Springer

DOWNLOAD EBOOK

This is the first comprehensive book on information geometry, written by the founder of the field. It begins with an elementary introduction to dualistic geomet
Information Geometry
Language: en
Pages: 355
Authors: Geert Verdoolaege
Categories: Juvenile Nonfiction
Type: BOOK - Published: 2019-04-04 - Publisher: MDPI

DOWNLOAD EBOOK

This Special Issue of the journal Entropy, titled “Information Geometry I”, contains a collection of 17 papers concerning the foundations and applications o
Methods of Information Geometry
Language: en
Pages: 220
Authors: Shun-ichi Amari
Categories: Computers
Type: BOOK - Published: 2000 - Publisher: American Mathematical Soc.

DOWNLOAD EBOOK

Information geometry provides the mathematical sciences with a fresh framework of analysis. This book presents a comprehensive introduction to the mathematical
Geometric Structures of Information
Language: en
Pages: 395
Authors: Frank Nielsen
Categories: Technology & Engineering
Type: BOOK - Published: 2018-11-19 - Publisher: Springer

DOWNLOAD EBOOK

This book focuses on information geometry manifolds of structured data/information and their advanced applications featuring new and fruitful interactions betwe