Neural Information Processing: 18th International Conference, ICONIP 2011, Shanghai, China, November 13-17, 2011, Proceedings, Part I

Front Matter....Pages -
Stable Fast Rewiring Depends on the Activation of Skeleton Voxels....Pages 1-8
A Computational Agent Model for Hebbian Learning of Social Interaction....Pages 9-19
An Information Theoretic Approach to Joint Approximate Diagonalization....Pages 20-27
Support Constraint Machines....Pages 28-37
Human Activity Inference Using Hierarchical Bayesian Network in Mobile Contexts....Pages 38-45
Estimation System for Human-Interest Degree while Watching TV Commercials Using EEG....Pages 46-53
Effects of Second-Order Statistics on Independent Component Filters....Pages 54-61
Neural Model of Auditory Cortex for Binding Sound Intensity and Frequency Information in Bat’s Echolocation....Pages 62-69
Naive Bayesian Multistep Speaker Recognition Using Competitive Associative Nets....Pages 70-78
Medial Axis for 3D Shape Representation....Pages 79-87
A Biologically Inspired Model for Occluded Patterns....Pages 88-96
Dynamic Bayesian Network Modeling of Cyanobacterial Biological Processes via Gene Clustering....Pages 97-106
Discrimination of Protein Thermostability Based on a New Integrated Neural Network....Pages 107-112
Visual Analytics of Clinical and Genetic Datasets of Acute Lymphoblastic Leukaemia....Pages 113-120
Complex Detection Based on Integrated Properties....Pages 121-128
Exploring Associations between Changes in Ambient Temperature and Stroke Occurrence: Comparative Analysis Using Global and Personalised Modelling Approaches....Pages 129-137
Recognition of Human’s Implicit Intention Based on an Eyeball Movement Pattern Analysis....Pages 138-145
ECG Classification Using ICA Features and Support Vector Machines....Pages 146-154
Feature Reduction Using a Topic Model for the Prediction of Type III Secreted Effectors....Pages 155-163
A Saliency Detection Model Based on Local and Global Kernel Density Estimation....Pages 164-171
Saliency Detection Based on Scale Selectivity of Human Visual System....Pages 172-181
Bio-inspired Visual Saliency Detection and Its Application on Image Retargeting....Pages 182-189
An Approach to Distance Estimation with Stereo Vision Using Address-Event-Representation....Pages 190-198
AER Spiking Neuron Computation on GPUs: The Frame-to-AER Generation....Pages 199-208
Skull-Closed Autonomous Development....Pages 209-216
Enhanced Discrimination of Face Orientation Based on Gabor Filters....Pages 217-224
Visual Cortex Inspired Junction Detection....Pages 225-232
A Quasi-linear Approach for Microarray Missing Value Imputation....Pages 233-240
Knowledge-Based Segmentation of Spine and Ribs from Bone Scintigraphy....Pages 241-248
Adaptive Region Growing Based on Boundary Measures....Pages 249-256
Adaptive Detection of Hotspots in Thoracic Spine from Bone Scintigraphy....Pages 257-264
ICA-Based Automatic Classification of PET Images from ADNI Database....Pages 265-272
A Novel Combination of Time Phase and EEG Frequency Components for SSVEP-Based BCI....Pages 273-278
A Novel Oddball Paradigm for Affective BCIs Using Emotional Faces as Stimuli....Pages 279-286
Multiway Canonical Correlation Analysis for Frequency Components Recognition in SSVEP-Based BCIs....Pages 287-295
An Emotional Face Evoked EEG Signal Recognition Method Based on Optimal EEG Feature and Electrodes Selection....Pages 296-305
Functional Connectivity Analysis with Voxel-Based Morphometry for Diagnosis of Mild Cognitive Impairment....Pages 306-313
An Application of Translation Error to Brain Death Diagnosis....Pages 314-321
Research on Relationship between Saccadic Eye Movements and EEG Signals in the Case of Free Movements and Cued Movements....Pages 322-328
A Probabilistic Model for Discovering High Level Brain Activities from fMRI....Pages 329-336
Research of EEG from Patients with Temporal Lobe Epilepsy on Causal Analysis of Directional Transfer Functions....Pages 337-344
Multifractal Analysis of Intracranial EEG in Epilepticus Rats....Pages 345-351
P300 Response Classification in the Presence of Magnitude and Latency Fluctuations....Pages 352-359
Adaptive Classification for Brain-Machine Interface with Reinforcement Learning....Pages 360-369
Power Laws for Spontaneous Neuronal Activity in Hippocampal CA3 Slice Culture....Pages 370-379
An Integrated Hierarchical Gaussian Mixture Model to Estimate Vigilance Level Based on EEG Recordings....Pages 380-387
EEG Analysis of the Navigation Strategies in a 3D Tunnel Task....Pages 388-395
Reading Your Mind: EEG during Reading Task....Pages 396-403
Vigilance Estimation Based on Statistic Learning with One ICA Component of EEG Signal....Pages 404-412
A Recurrent Multimodal Network for Binding Written Words and Sensory-Based Semantics into Concepts....Pages 413-422
Analysis of Beliefs of Survivors of the 7/7 London Bombings: Application of a Formal Model for Contagion of Mental States....Pages 423-434
Modular Scale-Free Function Subnetworks in Auditory Areas....Pages 435-442
Bio-inspired Model of Spatial Cognition....Pages 443-450
EEG Classification with BSA Spike Encoding Algorithm and Evolving Probabilistic Spiking Neural Network....Pages 451-460
A New Learning Algorithm for Adaptive Spiking Neural Networks....Pages 461-468
Axonal Slow Integration Induced Persistent Firing Neuron Model....Pages 469-476
Brain Inspired Cognitive System for Learning and Memory....Pages 477-484
A Neuro-cognitive Robot for Spatial Navigation....Pages 485-492
Associative Memory Model of Hippocampus CA3 Using Spike Response Neurons....Pages 493-500
Goal-Oriented Behavior Generation for Visually-Guided Manipulation Task....Pages 501-508
Dynamic Complex-Valued Associative Memory with Strong Bias Terms....Pages 509-518
Widely Linear Processing of Hypercomplex Signals....Pages 519-525
Comparison of Complex- and Real-Valued Feedforward Neural Networks in Their Generalization Ability....Pages 526-531
An Automatic Music Transcription Based on Translation of Spectrum and Sound Path Estimation....Pages 532-540
Real-Time Hand Gesture Recognition Using Complex-Valued Neural Network (CVNN)....Pages 541-549
Wirtinger Calculus Based Gradient Descent and Levenberg-Marquardt Learning Algorithms in Complex-Valued Neural Networks....Pages 550-559
Models of Hopfield-Type Clifford Neural Networks and Their Energy Functions - Hyperbolic and Dual Valued Networks -....Pages 560-569
Simultaneous Pattern and Variable Weighting during Topological Clustering....Pages 570-579
Predicting Concept Changes Using a Committee of Experts....Pages 580-588
Feature Relationships Hypergraph for Multimodal Recognition....Pages 589-598
Weighted Topological Clustering for Categorical Data....Pages 599-607
Unsupervised Object Ranking Using Not Even Weak Experts....Pages 608-616
Research on Classification Methods of Glycoside Hydrolases Mechanism....Pages 617-624
A Memetic Approach to Protein Structure Prediction in Triangular Lattices....Pages 625-635
Conflict Resolution Based Global Search Operators for Long Protein Structures Prediction....Pages 636-645
Personalised Modelling on SNPs Data for Crohn’s Disease Prediction....Pages 646-653
Improved Gene Clustering Based on Particle Swarm Optimization, K-Means, and Cluster Matching....Pages 654-661
Comparison between the Applications of Fragment-Based and Vertex-Based GPU Approaches in K-Means Clustering of Time Series Gene Expression Data....Pages 662-667
A Modified Two-Stage SVM-RFE Model for Cancer Classification Using Microarray Data....Pages 668-675
Pathway-Based Microarray Analysis with Negatively Correlated Feature Sets for Disease Classification....Pages 676-683
Person Identification Using Electroencephalographic Signals Evoked by Visual Stimuli....Pages 684-691
Generalised Support Vector Machine for Brain-Computer Interface....Pages 692-700
An EEG-Based Brain-Computer Interface for Dual Task Driving Detection....Pages 701-708
Removing Unrelated Features Based on Linear Dynamical System for Motor-Imagery-Based Brain-Computer Interface....Pages 709-716
EEG-Based Motion Sickness Estimation Using Principal Component Regression....Pages 717-724
A Sparse Common Spatial Pattern Algorithm for Brain-Computer Interface....Pages 725-733
EEG-Based Emotion Recognition Using Frequency Domain Features and Support Vector Machines....Pages 734-743
Back Matter....Pages -