دانلود کتاب Neural Information Processing: 16th International Conference, ICONIP 2009, Bangkok, Thailand, December 1-5, 2009, Proceedings, Part I

فهرست مطالب :

Front Matter....Pages -
Hebbian-Based Neural Networks for Bottom-Up Visual Attention Systems....Pages 1-9
Modeling of Cortical Signals Using Optimized Echo State Networks with Leaky Integrator Neurons....Pages 10-18
Comparison of Near-Threshold Characteristics of Flash Suppression and Forward Masking....Pages 19-25
Some Computational Predictions on the Possibilities of Three-Dimensional Properties of Grid Cells in Entorhinal Cortex....Pages 26-33
Data Modelling for Analysis of Adaptive Changes in Fly Photoreceptors....Pages 34-48
A Computational Model of Spatial Imagery Based on Object–Centered Scene Representation....Pages 49-56
Biophysical Modeling of a Drosophila Photoreceptor....Pages 57-71
Comparing a Cognitive and a Neural Model for Relative Trust Dynamics....Pages 72-83
A Next Generation Modeling Environment PLATO: Platform for Collaborative Brain System Modeling....Pages 84-90
Modeling Geomagnetospheric Disturbances with Sequential Bayesian Recurrent Neural Networks....Pages 91-99
Finding MAPs Using High Order Recurrent Networks....Pages 100-109
A Study on Bayesian Learning of One-Dimensional Linear Dynamical Systems....Pages 110-117
Decoding Characteristics of D/A Converters Based on Spiking Neurons....Pages 118-125
Separable Recursive Training Algorithms with Switching Module....Pages 126-134
Application-Driven Parameter Tuning Methodology for Dynamic Neural Field Equations....Pages 135-142
Interspike Interval Statistics Obtained from Non-homogeneous Gamma Spike Generator....Pages 143-150
A Novel Method for Progressive Multiple Sequence Alignment Based on Lempel-Ziv....Pages 151-158
Variational Bayes from the Primitive Initial Point for Gaussian Mixture Estimation....Pages 159-166
A Bayesian Graph Clustering Approach Using the Prior Based on Degree Distribution....Pages 167-174
Common Neighborhood Sub-graph Density as a Similarity Measure for Community Detection....Pages 175-184
Divergence, Optimization and Geometry....Pages 185-193
Robust Stability of Fuzzy Cohen-Grossberg Neural Networks with Delays....Pages 194-203
An Adaptive Threshold in Joint Approximate Diagonalization by the Information Criterion....Pages 204-211
PPoSOM: A Multidimensional Data Visualization Using Probabilistic Assignment Based on Polar SOM....Pages 212-220
Slice Oriented Tensor Decomposition of EEG Data for Feature Extraction in Space, Frequency and Time Domains....Pages 221-228
Stereo Map Surface Calculus Optimization Using Radial Basis Functions Neural Network Interpolation....Pages 229-236
Quasi-Deterministic Partially Observable Markov Decision Processes....Pages 237-246
Hierarchical Text Classification Incremental Learning....Pages 247-258
Robust Stability of Stochastic Neural Networks with Interval Discrete and Distributed Delays....Pages 259-266
Hybrid Hopfield Architecture for Solving Nonlinear Programming Problems....Pages 267-276
Fault Tolerant Regularizers for Multilayer Feedforward Networks....Pages 277-284
Integrating Simulated Annealing and Delta Technique for Constructing Optimal Prediction Intervals....Pages 285-292
Robust Local Tangent Space Alignment....Pages 293-301
Probabilistic Combination of Multiple Evidence....Pages 302-311
FIA: Frequent Itemsets Mining Based on Approximate Counting in Data Streams....Pages 312-322
Advances in PARAFAC Using Parallel Block Decomposition....Pages 323-330
An Observation Angle Dependent Nonstationary Covariance Function for Gaussian Process Regression....Pages 331-339
DOA Estimation of Multiple Convolutively Mixed Sources Based on Principle Component Analysis....Pages 340-348
Weighted Data Normalization Based on Eigenvalues for Artificial Neural Network Classification....Pages 349-356
The Optimization of Kernel CMAC Based on BYY Learning....Pages 357-364
Closest Source Selection Using IVA and Characteristic of Mixing Channel....Pages 365-372
Decomposition Mixed Pixels of Remote Sensing Image Based on 2-DWT and Kernel ICA....Pages 373-380
Echo Energy Estimation in Active Sonar Using Fast Independent Component Analysis....Pages 381-388
Improving SVM Classification with Imbalance Data Set....Pages 389-398
Framework for Object Tracking with Support Vector Machines, Structural Tensor and the Mean Shift Method....Pages 399-408
Suitable ICA Algorithm for Extracting Saccade-Related EEG Signals....Pages 409-416
Learning of Mahalanobis Discriminant Functions by a Neural Network....Pages 417-424
Implementing Learning on the SpiNNaker Universal Neural Chip Multiprocessor....Pages 425-432
Learning Gaussian Process Models from Uncertain Data....Pages 433-440
A Bootstrap Artificial Neural Network Based Heterogeneous Panel Unit Root Test in Case of Cross Sectional Independence....Pages 441-450
A Novel Hierarchical Constructive BackPropagation with Memory for Teaching a Robot the Names of Things....Pages 451-459
Cellular Neural Networks Template Training System Using Iterative Annealing Optimization Technique on ACE16k Chip....Pages 460-467
Estimation of Driving Phase by Modeling Brake Pressure Signals....Pages 468-475
Optimal Hyperparameters for Generalized Learning and Knowledge Discovery in Variational Bayes....Pages 476-483
Backpropagation Learning Algorithm for Multilayer Phasor Neural Networks....Pages 484-493
SNIWD: Simultaneous Weight Noise Injection with Weight Decay for MLP Training....Pages 494-501
Tracking in Reinforcement Learning....Pages 502-511
Ensembling Heterogeneous Learning Models with Boosting....Pages 512-519
Improvement Algorithm for Approximate Incremental Learning....Pages 520-529
A Meta-learning Method Based on Temporal Difference Error....Pages 530-537
Local Learning Rules for Nonnegative Tucker Decomposition....Pages 538-545
Comparing Large Datasets Structures through Unsupervised Learning....Pages 546-553
Applying Duo Output Neural Networks to Solve Single Output Regression Problem....Pages 554-561
An Incremental Learning Algorithm for Resource Allocating Networks Based on Local Linear Regression....Pages 562-569
Learning Cooperative Behaviours in Multiagent Reinforcement Learning....Pages 570-579
Generating Tonal Counterpoint Using Reinforcement Learning....Pages 580-589
Robust Approximation in Decomposed Reinforcement Learning....Pages 590-597
Learning of Go Board State Evaluation Function by Artificial Neural Network....Pages 598-605
Quick Maximum Power Point Tracking of Photovoltaic Using Online Learning Neural Network....Pages 606-613
Semi-Naïve Bayesian Method for Network Intrusion Detection System....Pages 614-621
Speaker Recognition Using Pole Distribution of Speech Signals Obtained by Bagging CAN2....Pages 622-629
Fast Intra Mode Decision for H.264/AVC Based on Directional Information of I4MB....Pages 630-638
Palmprint Recognition Based on Local DCT Feature Extraction....Pages 639-648
Representative and Discriminant Feature Extraction Based on NMF for Emotion Recognition in Speech....Pages 649-656
Improvement of the Neural Network Trees through Fine-Tuning of the Threshold of Each Internal Node....Pages 657-666
A Synthesis Method of Gene Networks Having Cyclic Expression Pattern Sequences by Network Learning....Pages 667-675
Gender Identification from Thai Speech Signal Using a Neural Network....Pages 676-684
Gender Classification Based on Support Vector Machine with Automatic Confidence....Pages 685-692
Multiple Occluded Face Detection Based on Binocular Saliency Map....Pages 693-700
A Mutual Information Based Face Recognition Method....Pages 701-707
Basis Selection for 2DLDA-Based Face Recognition Using Fisher Score....Pages 708-715
A Robust Keypoints Matching Strategy for SIFT: An Application to Face Recognition....Pages 716-723
Selecting, Optimizing and Fusing ‘Salient’ Gabor Features for Facial Expression Recognition....Pages 724-732
Self-Organized Gabor Features for Pose Invariant Face Recognition....Pages 733-742
Image Hierarchical Segmentation Based on a GHSOM....Pages 743-750
An Efficient Coding Model for Image Representation....Pages 751-758
SSTEM Cell Image Segmentation Based on Top-Down Selective Attention Model....Pages 759-768
Data Partitioning Technique for Online and Incremental Visual SLAM....Pages 769-777
Improvement of Image Modeling with Affinity Propagation Algorithm for Semantic Image Annotation....Pages 778-787
An Image Identifier Based on Hausdorff Shape Trace Transform....Pages 788-797
Personalized Fingerprint Segmentation....Pages 798-809
Automatic Image Restoration Based on Tensor Voting....Pages 810-818
Robust Incremental Subspace Learning for Object Tracking....Pages 819-828
Reversible Data Hiding Using the Histogram Modification of Block Image....Pages 829-837
A Rock Structure Recognition System Using FMI Images....Pages 838-845
Analyzing Price Data to Determine Positive and Negative Product Associations....Pages 846-855
Production Planning Algorithm and Software for Sofa Factory....Pages 856-865
Ensemble Learning for Imbalanced E-commerce Transaction Anomaly Classification....Pages 866-874
Exploring Early Classification Strategies of Streaming Data with Delayed Attributes....Pages 875-883
Exchange Rate Forecasting Using Classifier Ensemble....Pages 884-891
Erratum to: Backpropagation Learning Algorithm for Multilayer Phasor Neural Networks....Pages E1-E1
Back Matter....Pages -