Title Neural information processing : 18th International Conference, ICONIP 2011, Shanghai, China, November 13-17, 2011, proceedings. Part I / Bao-Liang Lu, Liqing Zhang, James Kwok (eds.)

Published Berlin ; New York : Springer, ©2011

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Description 1 online resource (xxxviii, 752 pages) Series Lecture notes in computer science, 0302-9743 ; 7062 LNCS sublibrary. SL 1, Theoretical computer science and general issues Lecture notes in computer science ; 7062. LNCS sublibrary. SL 1, Theoretical computer science and general issues. Contents Intro -- Title page -- Preface -- ICONIP 2011 Organization -- Table of Contents -- Perception, Emotion and Development -- Stable Fast Rewiring Depends on the Activation of Skeleton Voxels -- Introduction -- Material -- Temporal Stability -- Skeleton Voxels -- Discussions and Conclusions -- References -- A Computational Agent Model for Hebbian Learning of Social Interaction -- Introduction -- The Adaptive Agent Model Based on Hebbian Learning -- Example Simulations of Learning Processes -- Formal Analysis -- Discussion -- References An Information Theoretic Approach to Joint Approximate Diagonalization -- Introduction -- Method -- Estimation of True Distribution -- Objective Function -- Improvement of JADE with Lower Bound -- Results -- Conclusion -- References -- Support Constraint Machines -- Introduction -- SCM for Constraint Checking -- Checking First-Order Logic Constraints -- Conclusions -- References -- Human Activity Inference Using Hierarchical Bayesian Network in Mobile Contexts -- Introduction -- Related Works -- Proposed Method -- Context Collection and Preprocessing Bayesian Network Modeling for Activity Using Context Hierarchy -- Hierarchical Bayesian Networks for Activity Class -- Experimental Result -- Summary and Discussion -- References -- Estimation System for Human-Interest Degree while Watching TV Commercials Using EEG -- Introduction -- Estimation System for Human-Interest Degree -- Overview of Our System -- EEG Measurement and Feature Extraction -- Construction of Estimation System for Human-Interest Degree -- Experiment of Watching TV Commercials -- Simulations -- Estimation of Human-Interest Degree for Each TV Commercial Sequential Estimation of Human-Interest Degree for TV Commercials -- Conclusions -- References -- Effects of Second-Order Statistics on Independent Component Filters -- Introduction -- Methods -- The Generative Model of IC Filters -- FastICA -- Results -- Preprocessing Conditions -- Learned Filters and Basis Functions -- Discussion -- Conclusion -- References -- Neural Model of Auditory Cortex for Binding Sound Intensity and Frequency Information in Bat's Echolocation -- Introduction -- Naive Bayesian Multistep Speaker Recognition Using CAN2 -- Overview of Speaker Recognition Singlestep Speaker Recognition -- Naive Bayesian Multistep Speaker Recognition -- Problems and Modifications for Reasonable Recognition -- Experimental Results and Remarks -- Experimental Setting -- Experimental Results -- Conclusion -- References -- Medial Axis for 3D Shape Representation -- Introduction -- The Model and the Methods -- Input Stimulus -- MA Detection -- Reconstruction -- Reconstruction Error -- Simulation Results -- Stimuli and Method -- Results -- Conclusions and Discussions -- References -- A Biologically Inspired Model for Occluded Patterns -- Introduction -- Approach Summary Annotation The three volume set LNCS 7062, LNCS 7063, and LNCS 7064 constitutes the proceedings of the 18th International Conference on Neural Information Processing, ICONIP 2011, held in Shanghai, China, in November 2011. The 262 regular session papers presented were carefully reviewed and selected from numerous submissions. The papers of part I are organized in topical sections on perception, emotion and development, bioinformatics, biologically inspired vision and recognition, bio-medical data analysis, brain signal processing, brain-computer interfaces, brain-like systems, brain-realistic models for learning, memory and embodied cognition, Clifford algebraic neural networks, combining multiple learners, computational advances in bioinformatics, and computational-intelligent human computer interaction. The second volume is structured in topical sections on cybersecurity and data mining workshop, data mining and knowledge doscovery, evolutionary design and optimisation, graphical models, human-originated data analysis and implementation, information retrieval, integrating multiple nature-inspired approaches, kernel methods and support vector machines, and learning and memory. The third volume contains all the contributions connected with multi-agent systems, natural language processing and intelligent Web information processing, neural encoding and decoding, neural network models, neuromorphic hardware and implementations, object recognition, visual perception modelling, and advances in computational intelligence methods based pattern recognition Analysis Computer science Data mining Artificial intelligence Computer simulation Computer vision Optical pattern recognition Computation by Abstract Devices Pattern Recognition Data Mining and Knowledge Discovery Simulation and Modeling Image Processing and Computer Vision Bibliography Includes bibliographical references and author index Notes English Subject Neural networks (Computer science) -- Congresses Informatique. Neural networks (Computer science) Genre/Form proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author Lu, Bao-Liang. Zhang, Liqing, Ph. D. Kwok, James (Professor of Computer Science and Engineering) ISBN 9783642249556 3642249558

Other Titles ICONIP 2011

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