Information adaptation : the interplay between Shannon information and semantic information in cognition /: the interplay between Shannon information and semantic information in cognition. ([2014])

• Record Type: Book
• Further Information: Note: Hermann Haken, Juval Portugali.
• Authors: Haken, H; Portugali, Juval
• Contents: Prologue; Acknowledgments; Contents; Introduction; 1 Shannonian Versus Semantic Information and Cognition; 1.1 Shannonian Information; 1.2 Semantic Information; 1.3 Applications to Cognition; 1.4 Semantic Information Enters in Disguise; 1.5 Toward Information Adaptation; 2 Information Versus Data; 2.1 General Discussion; 2.1.1 On Knowledge; 2.2 Mathematical Formulation. Some Basic General Concepts; 2.2.1 Information Deflation; 2.2.1.1 Information Inflation; 2.3 Data, Information and Meaning. How Are These Related?; 3 The Empirical Basis of Information Adaptation; 3.1 Introduction. 3.2 Deconstruction & hx2013Reconstruction; 3.3 Analysis & hx2013; Synthesis; 3.4 Hybrid Images and the Meaning of the Deconstruction/Analysis Process; 3.4.1 Hybrid Images; 3.4.2 A Model of Hybrid Images; 3.5 Computational Models: Link Between Bottom-Up and Top-Down; 4 A Complexity Theory Approach to Information; 4.1 Complexity Theory; 4.2 Complexity and Information; 4.3 Forms of Communication; 4.3.1 Complexity, Cognition and Information Adaptation; 4.4 A Communication System of a Complex Adaptive Cognitive System; 5 On Synergetic Computers and Other Machines; 5.1 Can Machines Think? 5.2 Trivial Versus Non-Trivial Machines in Relation to Simple Versus Complex Systems5.3 The Synergetic Computer; 5.3.1 Motivation; 5.3.2 Self-organization; 5.3.3 From Pattern Formation to Pattern Recognition; 5.3.4 SIRN -- Synergetic Inter-Representation Networks; 6 Pattern Recognition as a Paradigm for Information Adaptation; 6.1 Pattern Recognition; 6.2 Pattern Recognition of Faces as Information Adaptation by Means of Deflation; 6.3 Pattern Recognition of Caricatures as Information Adaptation; 6.4 Pattern Recognition as Information Adaptation by Means of Inflation. 7 From General Principles of Information Adaptation to Concrete Specific Models7.1 Introductory Remarks; 7.2 Task: Define Probability of Patterns; 7.3 Information Deflation via Correlation Functions 2026; 7.4 Need for Models: Prototype Patterns; 7.5 Learning; 7.6 Recognition; 7.7 Some More Properties of the SC; 7.8 On Attention Parameters; 7.9 Time Dependent Data Set; 7.10 Machinery; 7.10.1 First Step: Preprocessing; 7.10.2 Second Step: Learning; 7.10.3 Third Step: Recognition; 7.11 The HMAX Model: Outline -- Relation to Information Adaptation; 7.11.1 The Invariance Problem. 7.11.2 The HMAX Model7.11.3 Information Adaptation; 8 Some Further Applications and Discussions of Information Adaptation; 8.1 A Baby Learning the Concept ``Mother''; 8.2 Information Adaptation to an Approaching Object; 8.3 Adapting the Face of the City to Humans' Information Processing Capabilities; Concluding Notes; References.
• Publisher Details: Cham : Springer
• Publication Date: 2014
• Copyright Date: 2015
• Extent: 1 online resource (xiv, 90 pages), illustrations (some color)
• Subjects: 003/.54; Engineering; Information theory; Information theory in psychology; Cognition; SCIENCE -- System Theory; TECHNOLOGY & ENGINEERING -- Operations Research; Cognition; Information theory; Information theory in psychology; Computers -- Intelligence (AI) & Semantics; Science -- Chaotic Behavior in Systems; Social research & statistics; Artificial intelligence; Nonlinear science; Technology & Engineering -- General; Cybernetics & systems theory; Electronic books
• Languages: English
• ISBNs: 9783319111704; 3319111701; 3319111698; 9783319111698
• Related ISBNs: 9783319111698
• Notes: Note: Includes bibliographical references.; Note: Online resource; title from PDF title page (SpringerLink, viewed October 15, 2014).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.