The Resource Adaptation in dynamical systems, Ivan Tyukin

Adaptation in dynamical systems, Ivan Tyukin

Label
Adaptation in dynamical systems
Title
Adaptation in dynamical systems
Statement of responsibility
Ivan Tyukin
Creator
Author
Subject
Language
eng
Summary
In the context of this book, adaptation is taken to mean a feature of a system aimed at achieving the best possible performance, when mathematical models of the environment and the system itself are not fully available. This has applications ranging from theories of visual perception and the processing of information, to the more technical problems of friction compensation and adaptive classification of signals in fixed-weight recurrent neural networks. Largely devoted to the problems of adaptive regulation, tracking and identification, this book presents a unifying system-theoretic view on the problem of adaptation in dynamical systems. Special attention is given to systems with nonlinearly parameterized models of uncertainty. Concepts, methods and algorithms given in the text can be successfully employed in wider areas of science and technology. The detailed examples and background information make this book suitable for a wide range of researchers and graduates in cybernetics, mathematical modelling and neuroscience
Cataloging source
UkCbUP
http://library.link/vocab/creatorName
Tyukin, Ivan
Dewey number
515/.39
Index
index present
LC call number
QA845
LC item number
.T94 2011
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/subjectName
  • Dynamics
  • Control theory
  • Neurosciences
Label
Adaptation in dynamical systems, Ivan Tyukin
Link
https://doi.org/10.1017/CBO9780511973437
Instantiates
Publication
Note
Title from publisher's bibliographic system (viewed on 05 Oct 2015)
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Part I: Introduction and preliminaries -- Introduction -- Preliminaries -- The problem of adaptation in dynamical systems -- Part II: Theory -- Input-output analysis of uncertain dynamical systems -- Adaptive regulation in dynamical systems in presence of nonlinear parametrization and unstable target dynamics -- Part III: Applications -- Adaptive behaviour in recurrent neural networks with fixed weights -- Adaptive template matching in systems for processing of visual information -- State and parameter estimation of neural oscillators
Extent
1 online resource (xvii, 410 pages)
Form of item
online
Isbn
9780511973437
Isbn Type
(ebook)
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
digital, PDF file(s).
Specific material designation
remote
System control number
(UkCbUP)CR9780511973437
Label
Adaptation in dynamical systems, Ivan Tyukin
Link
https://doi.org/10.1017/CBO9780511973437
Publication
Note
Title from publisher's bibliographic system (viewed on 05 Oct 2015)
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Part I: Introduction and preliminaries -- Introduction -- Preliminaries -- The problem of adaptation in dynamical systems -- Part II: Theory -- Input-output analysis of uncertain dynamical systems -- Adaptive regulation in dynamical systems in presence of nonlinear parametrization and unstable target dynamics -- Part III: Applications -- Adaptive behaviour in recurrent neural networks with fixed weights -- Adaptive template matching in systems for processing of visual information -- State and parameter estimation of neural oscillators
Extent
1 online resource (xvii, 410 pages)
Form of item
online
Isbn
9780511973437
Isbn Type
(ebook)
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
digital, PDF file(s).
Specific material designation
remote
System control number
(UkCbUP)CR9780511973437

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