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SPIRES-BOOKS: FIND KEYWORD MATHEMATICAL MODELS OF COGNITIVE PROCESSES AND NEURAL NETWORKS *END*INIT* use /tmp/qspiwww.webspi1/7068.30 QRY 131.225.70.96 . find keyword mathematical models of cognitive processes and neural networks ( in books using www Cover
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Call number:9783319517063:ONLINE Show nearby items on shelf
Title:Physics of the Human Mind
Author(s): Ihor Lubashevsky
Date:2017
Size:1 online resource (XIV, 380 p. 83 illus., 41 illus. in color p.)
Contents:Modeling of Human Behavior as Individual Branch of Physics and Mathematics -- Why Laws of Classical Physics Have Their Form -- Fodor-Kim Dilemma -- Strong Emergence via Constitutive Fields -- Non-Cartesian Dualism and Meso-Relational
Media -- Modeling of Human Behavior Within the Paradigm of Modern Physics -- Emergent Phenomena Caused by Bounded Capacity of Human Cognition -- Epilog: Physics and Human Mind -- References -- Index
ISBN:9783319517063
Series:eBooks
Series:Springer eBooks
Series:Springer 2017 package
Keywords: Physics , Philosophy of mind , Neural networks (Computer science) , Cognitive psychology , Physics , Data-driven Science, Modeling and Theory Building , Mathematical Models of Cognitive Processes and Neural Networks , Cognitive Psychology , Philosophy of Mind , Mathematical Methods in Physics
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Call number:SPRINGER-2016-9783319395524:ONLINE Show nearby items on shelf
Title:Form Versus Function: Theory and Models for Neuronal Substrates
Author(s): Mihai Alexandru Petrovici
Date:2016
Size:1 online resource (101 p.)
Note:10.1007/978-3-319-39552-4
Contents:Prologue -- Introduction: From Biological Experiments to Mathematical Models -- Artificial Brains: Simulation and Emulation of Neural Networks -- Dynamics and Statistics of Poisson-Driven LIF Neurons -- Cortical Models on Neuromorphic
Hardware -- Probabilistic Inference in Neural Networks -- Epilogue
ISBN:9783319395524
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Physics , Neurosciences , Computer simulation , Neurobiology , Neural networks (Computer science) , Physics , Numerical and Computational Physics , Mathematical Models of Cognitive Processes and Neural Networks , Neurobiology , Neurosciences , Simulation and Modeling
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Call number:SPRINGER-2016-9783319322858:ONLINE Show nearby items on shelf
Title:Computational Modeling of Neural Activities for Statistical Inference
Author(s): Antonio Kolossa
Date:2016
Size:1 online resource (20 p.)
Note:10.1007/978-3-319-32285-8
Contents:Basic Principles of ERP Research, Surprise, and Probability Estimation -- Introduction to Model Estimation and Selection Methods -- A New Theory of Trial-by-Trial P300 Amplitude Fluctuations -- Bayesian Inference and the Urn-Ball Task -- Summary an d Outlook
ISBN:9783319322858
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Mathematics , Neurosciences , Computer simulation , Neural networks (Computer science) , Biomathematics , Biomedical engineering , Mathematics , Mathematical Models of Cognitive Processes and Neural Networks , Biomedical Engineering , Neurosciences , Physiological, Cellular and Medical Topics , Simulation and Modeling
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Call number:SPRINGER-2016-9783319251158:ONLINE Show nearby items on shelf
Title:Controlling Synchronization Patterns in Complex Networks
Author(s): Judith Lehnert
Date:2016
Edition:1st ed. 2016
Size:1 online resource (50 p.)
Note:10.1007/978-3-319-25115-8
Contents:Introduction -- Complex Dynamical Networks -- Synchronization In Complex Networks -- Control of Synchronization Transitions by Balancing Excitatory and Inhibitory Coupling -- Cluster and Group Synchrony: The Theory -- Zero-Lag and
Cluster Synchrony: Towards Applications -- Adaptive Control -- Adaptive Time-Delayed Feedback Control -- Adaptive Control of Cluster States in Network Motifs -- Adaptive Topologies -- Conclusion
ISBN:9783319251158
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Physics , Physical chemistry , System theory , Neural networks (Computer science) , Vibration , Dynamical systems , Dynamics , Physics , Complex Networks , Mathematical Models of Cognitive Processes and Neural Networks , Physical Chemistry , Vibration, Dynamical Systems, Control , Systems Theory, Control
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Call number:SPRINGER-1995-9783642784118:ONLINE Show nearby items on shelf
Title:Ambiguity in Mind and Nature Multistable Cognitive Phenomena
Author(s):
Date:1995
Size:1 online resource (493 p.)
Note:10.1007/978-3-642-78411-8
Contents:I Basic Concepts -- The Function of Meaning in Cognitive Order Formation -- Some Basic Concepts of Synergetics with Respect to Mult ist ability in Perception, Phase Transitions and Formation of Meaning -- II Psychophysical and
Phenomenological Approaches -- Multistability as a Research Tool in Experimental Phenomenology -- The Significance of Perceptual Multistability for Research on Cognitive Self-Organization -- Task, Intention, Context, Glofcality,
Ambiguity: More of the Same -- Multistability — More than just a Freak Phenomenon -- Recognition of Dynamic Patterns by a Synergetic Computer -- III Attractors in Behavior -- Multistability and Metastability in Perceptual and Brain
Dynamics -- Self-Organizational Processes in Animal Cognition -- Dynamic Models of Psychological Systems -- IV Semantic Ambiguity -- Ambiguity in Linguistic Meaning in Relation to Perceptual Multistability -- The Emergence of Meaning
by Linguistic Problem Solving -- V Models of Multistability -- A Synergetic Model of Multistability in Perception -- Concepts for a Dynamic Theory of Perceptual Organization: An Example from Apparent Movement -- Artificial Neural
Networks and Haken’s Synergetic Computer: A Hybrid Approach for Solving Bistable Reversible Figures -- Multistability in Geometrical Imagination: A Network Study -- VI Brain Processes -- A Psychophysiological Interpretation of Theta
and Delta Responses in Cognitive Event-Related Potential Paradigms -- Slow Positive Potentials in the EEG During Multistable Visual Perception -- Brain Electric Microstates, and Cognitive and Perceptual Modes -- The Creation of
Perceptual Meanings in Cortex Through Chaotic Itinerancy and Sequential State Transitions Induced by Sensory Stimuli -- VII Symmetry Breaking in Nature -- Multistability in Molecules and Reactions -- Perception of Ambiguous Figures: A
Qualitative Model Based on Synergetics and Quantum Mechanics -- Name Index
ISBN:9783642784118
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Series:Springer Series in Synergetics: 64
Keywords: Physics , Artificial intelligence , Biophysics , Biological physics , Physics , Biophysics and Biological Physics , Artificial Intelligence (incl. Robotics) , Theoretical, Mathematical and Computational Physics
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Call number:SPRINGER-1994-9783642511752:ONLINE Show nearby items on shelf
Title:New Approaches in Classification and Data Analysis
Author(s):
Date:1994
Size:1 online resource (693 p.)
Note:10.1007/978-3-642-51175-2
Contents:Classification and Clustering: Problems for the Future -- From classifications to cognitive categorization: the example of the road lexicon -- A review of graphical methods in Japan—from histogram to dynamic display -- New Data and
New Tools: A Hypermedia Environment for Navigating Statistical Knowledge in Data Science -- On the logical necessity and priority of a monothetic conception of class, and on the consequent inadequacy of polythetic accounts of category
and categorization -- Research and Applications of Quantification Methods in East Asian Countries -- Algorithms for a geometrical P.C.A. with the L1-norm -- Comparison of hierarchical classifications -- On quadripolar Robinson
dissimilarity matrices -- An Ordered Set Approach to Neutral Consensus Functions -- From Apresjan Hierarchies and Bandelt-Dress Weak hierarchies to Quasi-hierarchies -- Spanning trees and average linkage clustering -- Adjustments of
tree metrics based on minimum spanning trees -- The complexity of the median procedure for binary trees -- A multivariate analysis of a series of variety trials with special reference to classification of varieties -- Quality control
of mixture. Application: The grass -- Mixture Analysis with Noisy Data -- Locally optimal tests on spatial clustering -- Choosing the Number of Clusters, Subset Selection of Variables, and Outlier Detection in the Standard
Mixture-Model Cluster Analysis -- An examination of procedures for determining the number of clusters in a data set -- The gap test: an optimal method for determining the number of natural classes in cluster analysis -- Mode detection
and valley seeking by binary morphological analysis of connectivity for pattern classification -- Interactive Class Classification Using Types -- K-means clustering in a low-dimensional Euclidean space -- Complexity relaxation of
dynamic programming for cluster analysis -- Partitioning Problems in Cluster Analysis: A Review of Mathematical Programming Approaches -- Clusters and factors: neural algorithms for a novel representation of huge and highly
multidimensional data sets -- Graphs and structural similarities -- A generalisation of the diameter criterion for clustering -- Percolation and multimodal data structuring -- Classification and Discrimination Techniques Applied to the
Early Detection of Business Failure -- Recursive Partition and Symbolic Data Analysis -- Interpretation Tools For Generalized Discriminant Analysis -- Inference about rejected cases in discriminant analysis -- Structure Learning of
Bayesian Networks by Genetic Algorithms -- On the representation of observational data used for classification and identification of natural objects -- Alternative strategies and CATANOVA testing in two-stage binary segmentation --
Alignment, Comparison and Consensus of Molecular Sequences -- An Empirical Evaluation of Consensus Rules for Molecular Sequences -- A Probabilistic Approach To Identifying Consensus In Molecular Sequences -- Applications of Distance
Geometry to Molecular Conformation -- Classification of aligned biological sequences -- Use of Pyramids in Symbolic Data Analysis -- Proximity Coefficients between Boolean symbolic objects -- Conceptual Clustering in Structured
Domains: A Theory Guided Approach -- Automatic Aid to Symbolic Cluster Interpretation -- Symbolic Clustering Algorithms using Similarity and Dissimilarity Measures -- Feature Selection for Symbolic Data Classification -- Towards
extraction method of knowledge founded by symbolic objects -- One Method of Classification based on an Analysis of the Structural Relationship between Independent Variables -- The Integration of Neural Networks with Symbolic Knowledge
Processing -- Ordering of Fuzzy k-Partitions -- On the Extension of Probability Theory and Statistics to the Handling of Fuzzy Data -- Fuzzy Regression -- Clustering and Aggregation of Fuzzy Preference Data: Agreement vs. Information
-- Rough Classification with Valued Closeness Relation -- Representing proximities by network models -- An Eigenvector Algorithm to Fit lp-Distance Matrices -- A non linear approach to Non Symmetrical Data Analysis -- An Algorithmic
Approach to Bilinear Models for Two-Way Contingency Tables -- New Approaches Based on Rankings in Sensory Evaluation -- Estimating failure times distributions from censored systems arranged in series -- Calibration Used as a
Nonresponse Adjustment -- Least Squares Smoothers and Additive Decomposition -- High Dimensional Representations and Information Retrieval -- Experiments of Textual Data Analysis at Electricité de France -- Conception of a Data
Supervisor in the Prospect of Piloting Management Quality of Service and Marketing -- Discriminant Analysis Using Textual Data -- Recent Developments in Case Based Reasoning: Improvements of Similarity Measures -- Contiguity in
discriminant factorial analysis for image clustering -- Exploratory and Confirmatory Discrete Multivariate Analysis in a Probabilistic Approach for Studying the Regional Distribution of Aids in Angola -- Factor Analysis of Medical
Image Sequences (FAMIS): Fundamental principles and applications -- Multifractal Segmentation of Medical Images -- The Human Organism—a Place to Thrive for the Immuno-Deficiency Virus -- Comparability and usefulness of newer and
classical data analysis techniques. Application in medical domain classification -- The Classification of IRAS Point Sources -- Astronomical classification of the Hipparcos input catalogue -- Group identification and individual
assignation of stars from kinematical and luminosity parameters -- Specific numerical and symbolic analysis of chronological series in view to classification of long period variable stars -- Author and Subject Index
ISBN:9783642511752
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Probabilities , Biomathematics , Statistics , Economic theory , Econometrics , Economics , Economic Theory/Quantitative Economics/Mathematical Methods , Econometrics , Probability Theory and Stochastic Processes , Statistics for Business/Economics/Mathematical Finance/Insurance , Physiological, Cellular and Medical Topics , Statistics for Life Sciences, Medicine, Health Sciences
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Call number:SPRINGER-1990-9783642487798:ONLINE Show nearby items on shelf
Title:Synergetics of Cognition Proceedings of the International Symposium at Schloß Elmau, Bavaria, June 4–8, 1989
Author(s):
Date:1990
Size:1 online resource (440 p.)
Note:10.1007/978-3-642-48779-8
Contents:I Introduction -- Synergetics as a Tool for the Conceptualization and Mathematization of Cognition and Behaviour — How Far Can We Go -- The Self-Organization Perspective in Cognition Research: Historical Remarks and New Experimental
Approaches -- II Network Models -- Experiments with Representation in Neural Networks: Object Motion, Speech, and Arithmetic -- Connectionist Generalization and Incremental Learning in Combinatorial Domains -- III Oscillatory Processes
in the Brain -- Synchronization of Oscillatory Responses in Visual Cortex: A Plausible Mechanism for Scene Segmentation -- Stimulus-Specific Synchronization in Cat Visual Cortex and Its Possible Role in Visual Pattern Recognition -- A
Model for Feature Linking via Correlated Neural Activity -- On the Problem of Anomalous Dispersion in Chaoto-Chaotic Phase Transitions of Neural Masses, and Its Significance for the Management of Perceptual Information in Brains -- A
Hypothesis Concerning Timing in the Brain -- Prolegomenon for a Holonomic Brain Theory -- IV Stability in Cognitive Systems -- The Phenomenology of Autonomous Order Formation in Perception -- Stability and Instability in Cognitive
Systems: Multistability, Suggestion, and Psychosomatic Interaction -- V Perception and Action -- Concepts in Early Vision -- Visual Representations in the Brain: Inferences from Psychophysical Research -- Phase Transitions: Foundations
of Behavior -- Links Between Active Perception and the Control of Action -- Symmetry and Symmetry-Breaking in Thermodynamic and Epistemic Engines: A Coupling of First and Second Laws -- Autonomous Organization in Perception and Motor
Control -- VI Psycho-emotional Development and Social Cognition -- Three Worlds Interactionism and Developmental Psychology: Perspectives of the Synergetic Approach -- Phase Transitions in Psychoemotional Development -- Preliminary
Notes on Social Synergetics, Cognitive Maps and Environmental Recognition -- Synergetics in Clinical Psychology -- VII Language Processes -- Structure and Computation in the Human Mental Lexicon -- Basic Principles of Self-Organization
in Language -- Name Index -- Index of Contributors
ISBN:9783642487798
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Series:Springer Series in Synergetics: 45
Keywords: Physics , Neurosciences , Artificial intelligence , Zoology , Physics , Theoretical, Mathematical and Computational Physics , Zoology , Neurosciences , Artificial Intelligence (incl. Robotics)
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Call number:SPRINGER-1986-9781475719048:ONLINE Show nearby items on shelf
Title:Principal Component Analysis
Author(s): I. T Jolliffe
Date:1986
Size:1 online resource (271 p.)
Note:10.1007/978-1-4757-1904-8
Contents:1 Introduction -- 2 Mathematical and Statistical Properties of Population Principal Components -- 3 Mathematical and Statistical Properties of Sample Principal Components -- 4 Principal Components as a Small Number of Interpretable
Variables: Some Examples -- 5 Graphical Representation of Data Using Principal Components -- 6 Choosing a Subset of Principal Components or Variables -- 7 Principal Component Analysis and Factor Analysis -- 8 Principal Components in
Regression Analysis -- 9 Principal Components Used with Other Multivariate Techniques -- 10 Outlier Detection, Influential Observations and Robust Estimation of Principal Components -- 11 Principal Component Analysis for Special Types
of Data -- 12 Generalizations and Adaptations of Principal Component Analysis -- Computation of Principal Components -- A1. Numerical Calculation of Principal Components -- A2. Principal Component Analysis in Computer Packages --
References
ISBN:9781475719048
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Statistics , Neural networks (Computer science) , Statistics , Statistical Theory and Methods , Mathematical Models of Cognitive Processes and Neural Networks
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Call number:SPRINGER-1978-9783642930836:ONLINE Show nearby items on shelf
Title:Theoretical Approaches to Complex Systems Proceedings, Tübingen, June 11–12, 1977
Author(s):
Date:1978
Size:1 online resource (246 p.)
Note:10.1007/978-3-642-93083-6
Contents:Existence Criteria for Bifurcations as Stability Criteria for Critical Nonlinear Control Systems -- Asymptotic System Analysis and Goal Functions -- Strange Attractors in 3-Variable Reaction Systems -- Structures of Excitation and
Inhibition -- A new Approach to Synaptic Interactions -- Figure-Ground Discrimination by the Visual System of the Fly -- Evolution of the Adaptive Landscape -- Cell Assemblies in the Cerebral Cortex -- Excitatory and Inhibitory
Processes Giving Rise to the Delayed Response in the Retinal Ganglion Cell of the Frog -- On Constrained Transinformation Functions -- Self-Diagnosis of Interactive Systems
ISBN:9783642930836
Series:eBooks
Series:SpringerLink (Online service)
Series:Springer eBooks
Series:Lecture Notes in Biomathematics: 21
Keywords: Mathematics , Neurosciences , System theory , Neural networks (Computer science) , Mathematics , Mathematical Models of Cognitive Processes and Neural Networks , Complex Systems , Neurosciences
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