Neural Information Processing 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part I
The five volume set LNCS 7663, LNCS 7664, LNCS 7665, LNCS 7666 and LNCS 7667 constitutes the proceedings of the 19th International Conference on Neural Information Processing, ICONIP 2012, held in Doha, Qatar, in November 2012. The 423 regular session papers presented were carefully reviewed and sel...
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| Main Authors | , , , |
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| Format | eBook |
| Language | English |
| Published |
Berlin, Heidelberg
Springer Berlin / Heidelberg
2012
Springer |
| Edition | 1 |
| Series | Lecture Notes in Computer Science |
| Subjects | |
| Online Access | Get full text |
| ISBN | 9783642344749 3642344747 |
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| Abstract | The five volume set LNCS 7663, LNCS 7664, LNCS 7665, LNCS 7666 and LNCS 7667 constitutes the proceedings of the 19th International Conference on Neural Information Processing, ICONIP 2012, held in Doha, Qatar, in November 2012. The 423 regular session papers presented were carefully reviewed and selected from numerous submissions. These papers cover all major topics of theoretical research, empirical study and applications of neural information processing research. The 5 volumes represent 5 topical sections containing articles on theoretical analysis, neural modeling, algorithms, applications, as well as simulation and synthesis. |
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| AbstractList | The five volume set LNCS 7663, LNCS 7664, LNCS 7665, LNCS 7666 and LNCS 7667 constitutes the proceedings of the 19th International Conference on Neural Information Processing, ICONIP 2012, held in Doha, Qatar, in November 2012. The 423 regular session papers presented were carefully reviewed and selected from numerous submissions. These papers cover all major topics of theoretical research, empirical study and applications of neural information processing research. The 5 volumes represent 5 topical sections containing articles on theoretical analysis, neural modeling, algorithms, applications, as well as simulation and synthesis. |
| Author | Huang, Tingwen Leung, Chi Sing Zeng, Zhigang Li, Chuandong |
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| Snippet | The five volume set LNCS 7663, LNCS 7664, LNCS 7665, LNCS 7666 and LNCS 7667 constitutes the proceedings of the 19th International Conference on Neural... |
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| SubjectTerms | Neural computers Neural networks (Computer science) Neural networks (Computer science)-Congresses |
| Subtitle | 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part I |
| TableOfContents | References -- Learning Anticipation through Priming in Spatio-temporal Neural Networks -- Introduction -- Neural Network Model -- Synaptic Plasticity Rules -- Learning Protocol -- Simulation Results -- Inter-Stimulus Interval (ISI) -- Probe Trials -- Learning with Non-exclusive Stimulus Groups -- Conclusion -- References -- Set-Similarity Joins Based Semi-supervised Sentiment Analysis -- Introduction -- Related Work -- Method -- Set-Similarity Joins (SSJs) -- SSJs Based Semi-supervised Approach -- Sentiment Analysis on Words and Sentences -- Experiment and Analysis -- Data and Evaluation -- Results and Analysis -- Conclusion and Future Work -- References -- An Architecture to Efficiently Learn Co-Similarities from Multi-view Datasets -- Introduction -- Dealing with Multi-view Databases -- Notations -- Algorithm -Sim -- The MVSim Architecture -- Experiments -- Parallelization and Splitting Approaches -- One Dimensional Splitting -- Two Dimensional Splitting -- Experiments -- Conclusion -- References -- Incremental Face Recognition: Hybrid Approach Using Short-Term Memory and Long-Term Memory -- Introduction -- The Proposed Model -- Experimental Results -- Concluding Remarks -- References -- A Psychophysiological Analysis of Weak Annoyances in Human Computer Interfaces -- Introduction -- Methods -- Metrics -- Results -- Subjective Measures -- Objective Measures -- Discussion -- References -- Neural and Speech Indicators of Cognitive Loadfor Sudoku Game Interfaces -- Introduction -- Background -- Methods -- Results -- Benchmarking Subjects Using the Stroop Effect -- Speech Characteristics -- Speech Characteristics Correlate with Neural Signals -- Discussion -- References -- Generalized Hamilton-Jacobi-Isaacs Formulation-Based Neural Network H∞ Control for Constrained Input Nonlinear Systems -- Introduction -- Problem Statement Augmented Lagrangian Method of Multipliers -- Alternating Direction Method of Multipliers -- Stability of Computation -- Density Ratio Estimation with Dimensionality Reduction -- Problem Setup -- Experiments -- Conclusions -- References -- Local Patch Dissimilarity for Images -- Introduction -- Related Work -- Image Distance Measures -- Patch-Based Techniques -- Local Patch Dissimilarity -- Extending Rank Distance to Images -- Local Patch Dissimilarity Algorithm -- Experiments and Results -- Data Set Description -- Learning Methods -- Baseline Experiment -- Kernel Experiment -- Conclusions and Further Work -- References -- Nearly Optimal Control for Nonlinear Systems with Dead-Zone Control Input Based on the Iterative ADP Approach -- Introduction -- Problem Statement and Preliminaries -- Neural Network Approximation for Value and Action Functions -- Simulation Study -- Conclusions -- References -- A Memetic Approach for the Knowledge Extraction -- Introduction -- Presentation of our Approaches -- Development Environment and Tests -- Conclusion -- References -- Development of a Novel Conversational Calculator Based on Remote Online Computation -- Introduction -- Method -- Experimentation -- Functionality Design -- Product Realization -- Results -- Conclusion -- References -- Load Forecasting Accuracythrough Combination of Trimmed Forecasts -- Introduction -- Proposed Methodology -- Data Split -- NN Development -- Forecasting for Validation Set -- Determination of the Trimming Amount -- Forecast Combination -- Case Studies and Results -- Data and Experiment Procedure -- Results and Discussion -- Conclusions -- References -- Self Organizing Maps for Visualization of Categories -- Introduction -- Representation of Categories -- Visualization of Categories with SOM -- Evaluation of the Visualization Consistency -- Discussion and Future Directions Intro -- Title -- Preface -- Organization -- Table of Contents -- Session 1: Theoretical Analysis -- Does Social Network Always Promote Entrepreneurial Intentions? Part I: Theoretical Model -- Introduction -- Theoretic Model -- Measurement -- Summarize -- References -- Association of Anti-Histamine Drugs with Brain Tumor -- Introduction -- Mechanism of Histamine Release -- Antihistamine Drugs -- Experimental Material -- Drug Bank -- Basic Sequence Alignment -- Multiple Sequence Alignment -- Binding Affinity between Antihistamine Drugs and Proteins Identification -- Results -- Drug Bank -- Similarity Search -- Sequence Alignment -- Identification of Proteins 'Up-Regulated' in Brain Tumor -- Inverse Docking -- Conclusion -- References -- Estimating Principal Point and Nonlinear Parameters of Camera from a Planar Calibration Image -- Introduction -- Estimation of Principal Point -- Determining Radial Nonlinear Parameters -- Model of Radial Nonlinear Distortion -- Obtaining Nonlinear Parameters through Curvatures -- Experimental Results and Discussions -- Simulated Cameras -- Real Camera -- Discussions -- Conclusion -- References -- Design of Distribution Independent Noise Filters with Online PDF Estimation -- Introduction -- Kernel Filter -- Online PDF Estimation -- Adaptive GMM (AGMM) -- Fixed Kernel GMM (FKG) -- Derivation of Parameter Update Algorithm for AGMM -- Experiments and Results -- Conclusion and Future Work -- References -- Determining Effective Connectivity from FMRI DataUsing a Gaussian Dynamic Bayesian Network -- Introduction -- Materials and Methods -- DBN -- Learning Gaussian DBN -- Synthetic Data -- Results -- Discussion -- References -- Transient-Time Fractional-Space Trigonometry and Application -- Introduction -- Fractional-Space Trigonometric Identities -- Application: Impulse Response -- Examples -- Conclusion -- References Solving for H Optimal Control via GHJI Technique -- Nearly H Optimal Controller Design Using NNs -- Simulation Study -- Conclusion -- References -- Decomposition of the Transfer Entropy:Partial Conditioning and Informative Clustering -- Introduction -- Methods -- Partial Conditioning -- Expansion of the Transfer Entropy to Identify Subgraphs -- Application to fMRI Data -- Partial Decomposition -- Information Subgraphs -- References -- Emotion Recognition Using KNN Classification for User Modeling and Sharing of Affect States -- Introduction -- Human Emotion Research -- Emotions -- Emotion Recognition -- The Proposed Method -- Training Module -- Recognition Module -- Experimental Results -- Conclusion -- References -- FPGA Implementation of a Cortical Network Based on the Hodgkin-Huxley Neuron Model -- Introduction -- Previous Works -- Neural Network Model -- Hodgkin Huxley Model -- Neuronal Pool Model -- FPGA Implementation -- Results -- Conclusion and Future Work -- References -- Future Prediction with Hierarchical Episodic Memories under Deterministic and Stochastic Environments -- Introduction -- Maze Tasks -- Deterministic Goal Change in the Maze Task -- Stochastic Route Change -- Incremental Goal Change -- Model with Hierarchical Episodic Memories -- Encoding Episodic Memory -- Learning and Hierarchization of Episodes -- Retrieval -- Results -- Discussion -- References -- SDE-Driven Service Provision Control -- Introduction -- The Service Provision Control Problem -- Model Service Demand Using Stochastic Differential Equations -- Analytical Assessment of the Service-Providing Utility -- Experiment Evaluation -- Conclusion -- References -- ICHEA - A Constraint Guided Search for Improving Evolutionary Algorithms -- Introduction -- Constraint Handling through EAs -- Intelligent Constraint Handling Evolutionary Algorithm Intermarriage Crossover for Continuous CSPs Understanding Individual Play Sequences Using Growing Self Organizing Maps -- Introduction -- Related Work -- Growing Self Organizing Map Algorithm -- Experiment Setup -- Experimental Results -- Conclusions and Future Work -- References -- Audio-Visual Feature Fusion for Speaker Identification -- Introduction -- Data Pre-processing -- Audio Signal Processing -- Video Stream Processing -- Gaussian Mixture Models -- Proposed System Architecture -- Testing and Results -- Conclusion and Further Research -- References -- Decoding Cognitive States from Neural Activities of Somatosensory Cortex -- Introduction -- Methods -- Experimental Setup -- Clustering Analysis -- Cognitive State Segmentation -- Results -- Conclusions -- References -- Cognitive Modeling of Dilution Effects in Visual Search -- Introduction -- The Computational Model -- Computational Simulations -- Discussion -- References -- Complexity Analysis of EEG Data during Rest State and Visual Stimulus -- Introduction -- Introduction to SampEn and CPEI -- Sample Entropy -- Permutation Entropy -- Methodology -- Participants -- Experiment Design -- Analysis Method -- Results -- Conclusion and Future Work -- References -- Analysis of Alertness Statusof Subjects Undergoing the Cortical Auditory Evoked Potential Hearing Test -- Introduction -- Multi-channel Feature Subset Selection -- Experiments and Analysis of Results -- Conclusion -- References -- Price Forecasting Using Dynamic Assessment of Market Conditions and Agent's Bidding Behavior -- Introduction -- Fuzzy Dynamic Bidding Agent-FDBA -- Initial Price Estimator -- Price Forecaster -- Experiments -- Initial Price Estimation -- Price Forecasting -- Conclusions -- References -- Non-convex Optimization on Stiefel Manifold and Applications to Machine Learning -- Introduction -- Optimization on Stiefel Manifold -- Geometric Approach |
| Title | Neural Information Processing |
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