The Resource Cellular Neural Networks : Chaos, Complexity and VLSI Processing, by Gabriele Manganaro, Paolo Arena, Luigi Fortuna, (electronic resource)

Cellular Neural Networks : Chaos, Complexity and VLSI Processing, by Gabriele Manganaro, Paolo Arena, Luigi Fortuna, (electronic resource)

Label
Cellular Neural Networks : Chaos, Complexity and VLSI Processing
Title
Cellular Neural Networks
Title remainder
Chaos, Complexity and VLSI Processing
Statement of responsibility
by Gabriele Manganaro, Paolo Arena, Luigi Fortuna
Creator
Contributor
Author
Author
Subject
Language
  • eng
  • eng
Summary
This book presents a comprehensive description of the emerging technology of cellular neural networks (CNNs), the first general purpose analog microprocessors with applications including real-time image and audio processing, image recognition, and the solution of partial differential equations. It discusses some realistic industrial applications of CNNs (including automatic fruit classification, nuclear magnetic resonance spectra image processing, environmental modeling and simulation for pollution distribution forecast). Particular attention is paid to the study of CNNs in the context of nonlinear circuit theory. Emphasis is also given to chaotic oscillators and their application in secure communication and spread-spectrum systems. Discussed in addition is the subject of spatio-temporal dynamic phenomena in two-dimensional CNNs. It is shown how traveling wavefronts, spirals, and Turing patterns can develop in a regular and topologically simple array. The book is completed by the description of a real CMOS discrete-time switched-current chip implementation of a CNN. The book offers thorough discussions that range from issues at the system-level, which are characterized by a rigorous analytic approach, to the technological and IC design aspects. Examples, simulation studies and experimental results complement the theoretical results throughout
Member of
http://library.link/vocab/creatorName
Manganaro, Gabriele
Dewey number
006.3
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
  • GJHMWzIcjy8
  • -zEC5PrDwG4
  • Ov6DgiyTM7E
Image bit depth
0
Language note
English
LC call number
Q334-342
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Arena, Paolo.
  • Fortuna, Luigi.
Series statement
Springer Series in Advanced Microelectronics,
Series volume
1
http://library.link/vocab/subjectName
  • Artificial intelligence
  • Electronics
  • Computer hardware
  • Artificial Intelligence
  • Electronics and Microelectronics, Instrumentation
  • Computer Hardware
Label
Cellular Neural Networks : Chaos, Complexity and VLSI Processing, by Gabriele Manganaro, Paolo Arena, Luigi Fortuna, (electronic resource)
Instantiates
Publication
Note
"With 164 Figures."
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Color
not applicable
Content category
text
Content type code
txt
Contents
I. Circuit Theory and Applications of CNNs -- 1. CNN Basics -- 2. Some Applications of CNNs -- 3. The CNN as a Generator of Nonlinear Dynamics -- 4. Synchronization -- 5. Spatio-temporal Phenomena -- 6. Experimental CNN Setup and Applications to Motion Control -- II. Implementation and Design -- 7. A Four Quadrant S2I Switched-Current Multiplier -- 8. A One-Dimensional Discrete-Time CNN Chip for Audio Signal Processing -- A. Mathematical Background -- A.1 Topology -- A.2 Operations and Functions -- A.3 Matrices -- A.4 Dimension -- A.5 Dynamical Systems: Basic Definitions -- A.6 Steady-State Behavior -- A.6.1 Classification of Asymptotic Behavior -- A.7 Stability -- A.7.1 Stability of equilibrium points -- A.7.2 Stability of Limit Cycles -- A.7.3 Lyapunov Exponents -- A.8 Topological Equivalence and Conjugacy, Structural Stability and Bifurcations -- A.9 Silnikov Method -- A.10 Particular Results for Two-Dimensional Flows -- B. Library of Templates -- References
Dimensions
unknown
Edition
1st ed. 1999.
Extent
1 online resource (XIV, 273 p.)
File format
multiple file formats
Form of item
online
Isbn
9783642600449
Level of compression
uncompressed
Media category
computer
Media type code
c
Other control number
10.1007/978-3-642-60044-9
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)3400000000104882
  • (SSID)ssj0001007499
  • (PQKBManifestationID)11660027
  • (PQKBTitleCode)TC0001007499
  • (PQKBWorkID)10968488
  • (PQKB)10435246
  • (DE-He213)978-3-642-60044-9
  • (MiAaPQ)EBC3092608
  • (EXLCZ)993400000000104882
Label
Cellular Neural Networks : Chaos, Complexity and VLSI Processing, by Gabriele Manganaro, Paolo Arena, Luigi Fortuna, (electronic resource)
Publication
Note
"With 164 Figures."
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Color
not applicable
Content category
text
Content type code
txt
Contents
I. Circuit Theory and Applications of CNNs -- 1. CNN Basics -- 2. Some Applications of CNNs -- 3. The CNN as a Generator of Nonlinear Dynamics -- 4. Synchronization -- 5. Spatio-temporal Phenomena -- 6. Experimental CNN Setup and Applications to Motion Control -- II. Implementation and Design -- 7. A Four Quadrant S2I Switched-Current Multiplier -- 8. A One-Dimensional Discrete-Time CNN Chip for Audio Signal Processing -- A. Mathematical Background -- A.1 Topology -- A.2 Operations and Functions -- A.3 Matrices -- A.4 Dimension -- A.5 Dynamical Systems: Basic Definitions -- A.6 Steady-State Behavior -- A.6.1 Classification of Asymptotic Behavior -- A.7 Stability -- A.7.1 Stability of equilibrium points -- A.7.2 Stability of Limit Cycles -- A.7.3 Lyapunov Exponents -- A.8 Topological Equivalence and Conjugacy, Structural Stability and Bifurcations -- A.9 Silnikov Method -- A.10 Particular Results for Two-Dimensional Flows -- B. Library of Templates -- References
Dimensions
unknown
Edition
1st ed. 1999.
Extent
1 online resource (XIV, 273 p.)
File format
multiple file formats
Form of item
online
Isbn
9783642600449
Level of compression
uncompressed
Media category
computer
Media type code
c
Other control number
10.1007/978-3-642-60044-9
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)3400000000104882
  • (SSID)ssj0001007499
  • (PQKBManifestationID)11660027
  • (PQKBTitleCode)TC0001007499
  • (PQKBWorkID)10968488
  • (PQKB)10435246
  • (DE-He213)978-3-642-60044-9
  • (MiAaPQ)EBC3092608
  • (EXLCZ)993400000000104882

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