Coverart for item
The Resource Adaptive blind signal and image processing : learning algorithms and applications, Andrzej Cichocki, Shun-ichi Amari, (electronic resource)

Adaptive blind signal and image processing : learning algorithms and applications, Andrzej Cichocki, Shun-ichi Amari, (electronic resource)

Label
Adaptive blind signal and image processing : learning algorithms and applications
Title
Adaptive blind signal and image processing
Title remainder
learning algorithms and applications
Statement of responsibility
Andrzej Cichocki, Shun-ichi Amari
Creator
Contributor
Subject
Language
eng
Action
digitized
http://library.link/vocab/creatorName
Cichocki, Andrzej
Dewey number
621.382/2
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Amari, Shunʼichi
http://library.link/vocab/subjectName
  • Adaptive signal processing
  • Machine learning
  • Algorithms
  • Electronic books
Label
Adaptive blind signal and image processing : learning algorithms and applications, Andrzej Cichocki, Shun-ichi Amari, (electronic resource)
Instantiates
Publication
Bibliography note
Includes bibliographical references (p. 453-534) and index
Color
multicolored
Contents
  • Nonlinear State Space Models--Semi-Blind Signal Processing
  • Why State Space Demixing Models?
  • Potential Applications of Blind and Semi-Blind Signal Processing
  • Biomedical Signal Processing
  • Blind Separation of Electrocardiographic Signals of Fetus and Mother
  • Enhancement and Decomposition of EMG Signals
  • EEG and Data MEG Processing
  • Application of ICA/BSS for Noise and Interference Cancellation in Multi-sensory Biomedical Signals
  • Cocktail Party Problem
  • Digital Communication Systems
  • Introduction to Blind Signal Processing: Problems and Applications
  • Why Blind?
  • Image Restoration and Understanding
  • Solving a System of Algebraic Equations and Related Problems
  • Formulation of the Problem for Systems of Linear Equations
  • Least-Squares Problems
  • Basic Features of the Least-Squares Solution
  • Weighted Least-Squares and Best Linear Unbiased Estimation
  • Basic Network Structure-Least-Squares Criteria
  • Iterative Parallel Algorithms for Large and Sparse Systems
  • Iterative Algorithms with Non-negativity Constraints
  • Problem Formulations--An Overview
  • Robust Circuit Structure by Using the Interactively Reweighted Least-Squares Criteria
  • Tikhonov Regularization and SVD
  • Generalized Blind Signal Processing Problem
  • Instantaneous Blind Source Separation and Independent Component Analysis
  • Independent Component Analysis for Noisy Data
  • Multichannel Blind Deconvolution and Separation
  • Blind Extraction of Signals
  • Generalized Multichannel Blind Deconvolution--State Space Models
Control code
ocm51738385
Dimensions
unknown
Extent
1 online resource (xxxi, 554 p.)
Form of item
online
Isbn
9780470845899
Isbn Type
(electronic bk.)
Note
Wiley
Other control number
10.1002/0470845899
Other physical details
ill
Reproduction note
Electronic reproduction.
Specific material designation
remote
System control number
(OCoLC)51738385
System details
Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.
Label
Adaptive blind signal and image processing : learning algorithms and applications, Andrzej Cichocki, Shun-ichi Amari, (electronic resource)
Publication
Bibliography note
Includes bibliographical references (p. 453-534) and index
Color
multicolored
Contents
  • Nonlinear State Space Models--Semi-Blind Signal Processing
  • Why State Space Demixing Models?
  • Potential Applications of Blind and Semi-Blind Signal Processing
  • Biomedical Signal Processing
  • Blind Separation of Electrocardiographic Signals of Fetus and Mother
  • Enhancement and Decomposition of EMG Signals
  • EEG and Data MEG Processing
  • Application of ICA/BSS for Noise and Interference Cancellation in Multi-sensory Biomedical Signals
  • Cocktail Party Problem
  • Digital Communication Systems
  • Introduction to Blind Signal Processing: Problems and Applications
  • Why Blind?
  • Image Restoration and Understanding
  • Solving a System of Algebraic Equations and Related Problems
  • Formulation of the Problem for Systems of Linear Equations
  • Least-Squares Problems
  • Basic Features of the Least-Squares Solution
  • Weighted Least-Squares and Best Linear Unbiased Estimation
  • Basic Network Structure-Least-Squares Criteria
  • Iterative Parallel Algorithms for Large and Sparse Systems
  • Iterative Algorithms with Non-negativity Constraints
  • Problem Formulations--An Overview
  • Robust Circuit Structure by Using the Interactively Reweighted Least-Squares Criteria
  • Tikhonov Regularization and SVD
  • Generalized Blind Signal Processing Problem
  • Instantaneous Blind Source Separation and Independent Component Analysis
  • Independent Component Analysis for Noisy Data
  • Multichannel Blind Deconvolution and Separation
  • Blind Extraction of Signals
  • Generalized Multichannel Blind Deconvolution--State Space Models
Control code
ocm51738385
Dimensions
unknown
Extent
1 online resource (xxxi, 554 p.)
Form of item
online
Isbn
9780470845899
Isbn Type
(electronic bk.)
Note
Wiley
Other control number
10.1002/0470845899
Other physical details
ill
Reproduction note
Electronic reproduction.
Specific material designation
remote
System control number
(OCoLC)51738385
System details
Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.

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