Neural Information Processing: 11th International Conference, ICONIP 2004, Calcutta, India, November 22-25, 2004. Proceedings

Front Matter....Pages -
Neurobiological Foundation for the Meaning of Information....Pages 1-9
Neural Information Processing Efforts to Restore Vision in the Blind....Pages 10-18
Synchronous Phenomena for Two-Layered Neural Network with Chaotic Neurons....Pages 19-30
Influence of Dendritic Spine Morphology on Spatiotemporal Change of Calcium/Calmoduline-Dependent Protein Kinase Density....Pages 31-36
Memory Modification Induced by Pattern Completion and STDP in Hippocampal CA3 Model....Pages 37-43
Neural Mechanism of Binding ITD Information with IID One for Generating Brain Map of Sound Localization....Pages 44-49
The Spatiotemporal Dynamics of Intracellular Ion Concentration and Potential....Pages 50-56
A Model That Captures Receptive Field Properties of Orientation Selective Neurons in the Visual Cortex....Pages 57-63
Development of a Simple Cell Receptive Field Structure: A Model Based on Hetero-synaptic Interactions....Pages 64-69
The Role of the Basal Ganglia in Exploratory Behavior in a Model Based on Reinforcement Learning....Pages 70-77
A Functional Role of FM Sweep Rate of Biosonar in Echolocation of Bat....Pages 78-83
Orientation Map Emerges in Parallel with the Formation of Receptive Fields in a Feedforward Neurotrophic Model....Pages 84-89
The Balance Between Excitation and Inhibition Not Only Leads to Variable Discharge of Cortical Neurons but Also to Contrast Invariant Orientation Tuning....Pages 90-95
Stochastic Resonance Imaging – Stochastic Resonance Therapy: Preliminary Studies Considering Brain as Stochastic Processor....Pages 96-103
Ultra-wideband Beamforming by Using a Complex-Valued Spatio-temporal Neural Network....Pages 104-109
A Model of Hopfield-Type Quaternion Neural Networks and Its Energy Function....Pages 110-115
Mode-Utilizing Developmental Learning Based on Coherent Neural Networks....Pages 116-121
Dynamics of Complex-Valued Neural Networks and Its Relation to a Phase Oscillator System....Pages 122-129
Two Models for Theta Precession Generation Using the Complex Version of the Nagumo-Sato Neuron Model and the Hodgkin-Huxley Equations....Pages 130-135
Using Self-organizing Map in a Computerized Decision Support System....Pages 136-141
An Empirical Study on the Robustness of SOM in Preserving Topology with Respect to Link Density....Pages 142-149
Extending the SOM Algorithm to Non-Euclidean Distances via the Kernel Trick....Pages 150-157
An Efficient Two-Level SOMART Document Clustering Through Dimensionality Reduction....Pages 158-165
Color Image Vector Quantization Using Wavelet Transform and Enhanced Self-organizing Neural Network....Pages 166-171
Using SOM-Based Data Binning to Support Supervised Variable Selection....Pages 172-180
Packing Bins Using Multi-chromosomal Genetic Representation and Better-Fit Heuristic....Pages 181-186
Data Association for Multiple Target Tracking: An Optimization Approach....Pages 187-192
Expected Running Time Analysis of a Multiobjective Evolutionary Algorithm on Pseudo-boolean Functions....Pages 193-198
The Influence of Gaussian, Uniform, and Cauchy Perturbation Functions in the Neural Network Evolution....Pages 199-204
Closest Substring Problem – Results from an Evolutionary Algorithm....Pages 205-211
Quantum-Inspired Evolutionary Algorithms and Its Application to Numerical Optimization Problems....Pages 212-217
Multiobjective Genetic Search for Spanning Tree Problem....Pages 218-223
A Partheno-genetic Algorithm for Combinatorial Optimization....Pages 224-229
Evaluation of Comprehensive Learning Particle Swarm Optimizer....Pages 230-235
Evolutionary Learning Program’s Behavior in Neural Networks for Anomaly Detection....Pages 236-241
Gray and Binary Encoding in the (1+1)-EA....Pages 242-247
Asymptotic Stability of Nonautonomous Delayed Neural Networks....Pages 248-253
A New PID Tuning Technique Using Differential Evolution for Unstable and Integrating Processes with Time Delay....Pages 254-260
Representation and Identification of Finite State Automata by Recurrent Neural Networks....Pages 261-268
Neural Network Closed-Loop Control Using Sliding Mode Feedback-Error-Learning....Pages 269-274
State Estimation and Tracking Problems: A Comparison Between Kalman Filter and Recurrent Neural Networks....Pages 275-281
A Connectionist Account of Ontological Boundary Shifting....Pages 282-287
A Neural Network Model for Trace Conditioning....Pages 288-293
Chunking Phenomenon in Complex Sequential Skill Learning in Humans....Pages 294-299
Cognitive Process of Emotion Under Uncertainty....Pages 300-305
The Locus of Word Length and Frequency Effect in Comprehending English Words by Korean-English Bilinguals and Americans....Pages 306-315
Cerebral Activation Areas with Respect to Word and Sentence Production by Early and Late Korean-English Bilinguals: Event-Related fMRI Study....Pages 316-320
Fusion of Dimension Reduction Methods and Application to Face Recognition....Pages 321-326
A Hardware-Directed Face Recognition System Based on Local Eigen-analysis with PCNN....Pages 327-332
The Teager Energy Based Features for Identification of Identical Twins in Multi-lingual Environment....Pages 333-337
A Fast and Efficient Face Detection Technique Using Support Vector Machine....Pages 338-343
User Enrollment Using Multiple Snapshots of Fingerprint....Pages 344-349
Signature Verification Using Static and Dynamic Features....Pages 350-355
Face Recognition Using SVM Combined with CNN for Face Detection....Pages 356-361
Face Recognition Using Weighted Modular Principle Component Analysis....Pages 362-367
Self-organizing Relationship (SOR) Network with Fuzzy Inference Based Evaluation and Its Application to Trailer-Truck Back-Up Control....Pages 368-374
In-vehicle Noise and Enhanced Speech Intelligibility....Pages 375-380
An Evolving Neural Network Model for Person Verification Combining Speech and Image....Pages 381-386
Adaptive Affine Subspace Self-organizing Map with Kernel Method....Pages 387-392
Scene Memory on Competitively Growing Neural Network Using Temporal Coding: Self-organized Learning and Glance Recognizability....Pages 393-398
Pulsed Para-neural Networks (PPNN) Based on MEXOR Logic....Pages 399-408
Knowledge Reusing Neural Learning System for Immediate Adaptation in Navigation Tasks....Pages 409-415
Universal Spike-Train Processor for a High-Speed Simulation of Pulsed Para-neural Networks....Pages 416-421
Knowledge Extraction from Artificial Associative Memory for Helping Senile Dementia Patients....Pages 422-427
Some Experiments on Training Radial Basis Functions by Gradient Descent....Pages 428-433
Predictive Approaches for Sparse Model Learning....Pages 434-439
Multiple Instance Learning with Radial Basis Function Neural Networks....Pages 440-445
Leverages Based Neural Networks Fusion....Pages 446-451
A Process of Differentiation in the Assembly Neural Network....Pages 452-457
Managing Interference Between Prior and Later Learning....Pages 458-464
A Neural Learning Rule for CCA Approximation....Pages 465-470
Adaptive Learning in Incremental Learning RBF Networks....Pages 471-476
Recurrent Neural Networks for Learning Mixed k th -Order Markov Chains....Pages 477-482
An Efficient Generalization of Battiti-Shanno’s Quasi-Newton Algorithm for Learning in MLP-Networks....Pages 483-488
Incremental Learning and Dimension Selection Through Sleep....Pages 489-495
The Most Robust Loss Function for Boosting....Pages 496-501
An On-Line Learning Algorithm with Dimension Selection Using Minimal Hyper Basis Function Networks....Pages 502-507
Density Boosting for Gaussian Mixtures....Pages 508-515
Improving kNN Based Text Classification with Well Estimated Parameters....Pages 516-523
One-Epoch Learning for Supervised Information-Theoretic Competitive Learning....Pages 524-529
Teacher-Directed Learning with Gaussian and Sigmoid Activation Functions....Pages 530-536
Gradient Type Learning Rules for Neural Networks Based on Watcher-Environment Model....Pages 537-542
Variational Information Maximization for Neural Coding....Pages 543-548
Comparison of TDLeaf( λ ) and TD( λ ) Learning in Game Playing Domain....Pages 549-554
Rule Extraction by Seeing Through the Model....Pages 555-560
An Auxiliary Variational Method....Pages 561-566
Gaussian Process Regression with Fluid Hyperpriors....Pages 567-572
Learning Team Cooperation....Pages 573-578
Training Minimal Uncertainty Neural Networks by Bayesian Theorem and Particle Swarm Optimization....Pages 579-584
A Forward-Propagation Rule for Acquiring Neural Inverse Models Using a RLS Algorithm....Pages 585-591
Generalization in Learning Multiple Temporal Patterns Using RNNPB....Pages 592-598
Structural Learning of Neural Network for Continuous Valued Output: Effect of Penalty Term to Hidden Units....Pages 599-605
Argumentation Neural Networks....Pages 606-612
A Neighbor Generation Mechanism Optimizing Neural Networks....Pages 613-618
Collaborative Agent Learning Using Neurocomputing....Pages 619-624
Cognitive Routing in Packet Networks....Pages 625-632
TWRBF – Transductive RBF Neural Network with Weighted Data Normalization....Pages 633-640
An Incremental Neural Network for Non-stationary Unsupervised Learning....Pages 641-646
Computing Convex-Layers by a Multi-layer Self-organizing Neural Network....Pages 647-652
Cost-Sensitive Greedy Network-Growing Algorithm with Gaussian Activation Functions....Pages 653-658
An Efficient Skew Estimation Technique for Binary Document Images Based on Boundary Growing and Linear Regression Analysis....Pages 659-665
Segmenting Moving Objects with a Recurrent Stochastic Neural Network....Pages 666-672
Real-Time Gaze Detection via Neural Network....Pages 673-678
CA Based Document Compression Technology....Pages 679-685
Size-Independent Image Segmentation by Hierarchical Clustering and Its Application for Face Detection....Pages 686-693
Human-Like Selective Attention Model with Reinforcement and Inhibition Mechanism....Pages 694-699
Genetic Algorithm for Optimal Imperceptibility in Image Communication Through Noisy Channel....Pages 700-705
High Speed Extraction Model of ROI for Automatic Logistics System....Pages 706-713
Using Biased Support Vector Machine to Improve Retrieval Result in Image Retrieval with Self-organizing Map....Pages 714-719
A Fast MPEG4 Video Encryption Scheme Based on Chaotic Neural Network....Pages 720-725
Content-Based Video Classification Using Support Vector Machines....Pages 726-731
Fast Half Pixel Motion Estimation Based on Spatio-temporal Correlations....Pages 732-737
Local and Recognizable Iso Picture Languages....Pages 738-743
Multilayer Feedforward Ensembles for Classification Problems....Pages 744-749
Performance Advantage of Combined Classifiers in Multi-category Cases: An Analysis....Pages 750-757
Web Documents Categorization Using Neural Networks....Pages 758-762
Gender Classification of Face Images: The Role of Global and Feature-Based Information....Pages 763-768
Classification of SAR Images Through a Convex Hull Region Oriented Approach....Pages 769-774
Clustering of Interval-Valued Data Using Adaptive Squared Euclidean Distances....Pages 775-780
A Two-Pass Approach to Pattern Classification....Pages 781-786
A Long Memory Process Based Parametric Modeling and Recognition of PD Signal....Pages 787-793
A Fusion of Neural Network Based Auto-associator and Classifier for the Classification of Microcalcification Patterns....Pages 794-799
Time Series Classification for Online Tamil Handwritten Character Recognition – A Kernel Based Approach....Pages 800-805
Tamil Handwriting Recognition Using Subspace and DTW Based Classifiers....Pages 806-813
Recognition of Bangla Handwritten Characters Using an MLP Classifier Based on Stroke Features....Pages 814-819
Elastic Matching Algorithms for Online Tamil Character Recognition....Pages 820-826
Automated Classification of Industry and Occupation Codes Using Document Classification Method....Pages 827-833
Abnormality Detection in Endoscopic Images Using Color Segmentation and Curvature Computation....Pages 834-841
Fault Diagnosis for Industrial Images Using a Min-Max Modular Neural Network....Pages 842-847
Cellular Automata Based Pattern Classifying Machine for Distributed Data Mining....Pages 848-853
Investigating the Use of an Agent-Based Multi-classifier System for Classification Tasks....Pages 854-859
A New MDS Algorithm for Textual Data Analysis....Pages 860-867
Chaotic Behavior in Neural Networks and FitzHugh-Nagumo Neuronal Model....Pages 868-873
Snap-Shots on Neuroinformatics and Neural Information Processing Research in Singapore....Pages 874-879
Deciphering the Genetic Blueprint of Cerebellar Development by the Gene Expression Profiling Informatics....Pages 880-884
Korean Neuroinformatics Research Program: From the Second Phase to the Third Phase....Pages 885-890
A Guided Tour of Neuroinformatics Research in India....Pages 891-897
CMAC with Fuzzy Logic Reasoning....Pages 898-903
A Fuzzy Multilevel Programming Method for Hierarchical Decision Making....Pages 904-911
Fuzzy Rule-Based Systems Derived from Similarity to Prototypes....Pages 912-917
Generalized Rule-Based Fuzzy Cognitive Maps: Structure and Dynamics Model....Pages 918-922
Development of Adaptive Fuzzy Based Multi-user Detection Receiver for DS-CDMA....Pages 923-928
A Partitioning Method for Fuzzy Probabilistic Predictors....Pages 929-934
Fuzzy Compactness Based Adaptive Window Approach for Image Matching in Stereo Vision....Pages 935-940
BDI Agents Using Neural Network and Adaptive Neuro Fuzzy Inference for Intelligent Planning in Container Terminals....Pages 941-946
A Neuro-fuzzy Approach for Predicting the Effects of Noise Pollution on Human Work Efficiency....Pages 947-952
Evolving Fuzzy Neural Networks Applied to Odor Recognition....Pages 953-958
Differential Evolution Based On-Line Feature Analysis in an Asymmetric Subsethood Product Fuzzy Neural Network....Pages 959-964
Neuro-fuzzy System for Clustering of Video Database....Pages 965-970
Dynamic Neuro-fuzzy Inference and Statistical Models for Risk Analysis of Pest Insect Establishment....Pages 971-976
An Enhanced Fuzzy Multilayer Perceptron....Pages 977-982
Intelligent Multi-agent Based Genetic Fuzzy Ensemble Network Intrusion Detection....Pages 983-988
Genetic Algorithm Based Fuzzy ID3 Algorithm....Pages 989-995
Neural-Evolutionary Learning in a Bounded Rationality Scenario....Pages 996-1001
Rule Extraction Framework Using Rough Sets and Neural Networks....Pages 1002-1007
A Fusion Neural Network for Estimation of Blasting Vibration....Pages 1008-1013
Nonlinear Feature Extraction Using Evolutionary Algorithm....Pages 1014-1019
Hybrid Feature Selection for Modeling Intrusion Detection Systems....Pages 1020-1025
Feature Selection for Fast Image Classification with Support Vector Machines....Pages 1026-1031
Dimensionality Reduction by Semantic Mapping in Text Categorization....Pages 1032-1037
Non-linear Dimensionality Reduction by Locally Linear Isomaps....Pages 1038-1043
Applications of Independent Component Analysis....Pages 1044-1051
Supervised Independent Component Analysis with Class Information....Pages 1052-1057
Automated Diagnosis of Brain Tumours Using a Novel Density Estimation Method for Image Segmentation and Independent Component Analysis Combined with Support Vector Machines for Image Classification....Pages 1058-1063
Temporal Independent Component Analysis for Separating Noisy Signals....Pages 1064-1069
Blind Dereverberation of Single-Channel Speech Signals Using an ICA-Based Generative Model....Pages 1070-1075
Permutation Correction of Filter Bank ICA Using Static Channel Characteristics....Pages 1076-1081
Minimal Addition-Subtraction Chains with Ant Colony....Pages 1082-1087
TermitAnt: An Ant Clustering Algorithm Improved by Ideas from Termite Colonies....Pages 1088-1093
Definition of Capacited p-Medians by a Modified Max Min Ant System with Local Search....Pages 1094-1100
Investigations into the Use of Supervised Multi-agents for Web Documents Categorization....Pages 1101-1109
OrgSwarm – A Particle Swarm Model of Organizational Adaptation....Pages 1110-1116
Analysis of Synchronous Time in Chaotic Pulse-Coupled Networks....Pages 1117-1122
A Spiking Oscillator with Quantized State and Its Pulse Coding Characteristics....Pages 1123-1128
Concurrent Support Vector Machine Processor for Disease Diagnosis....Pages 1129-1134
Towards the Unification of Human Movement, Animation and Humanoid in the Network....Pages 1135-1141
A Dual Neural Network for Bi-criteria Torque Optimization of Redundant Robot Manipulators....Pages 1142-1147
A Genetic Approach to Optimizing the Values of Parameters in Reinforcement Learning for Navigation of a Mobile Robot....Pages 1148-1153
On the Use of Cognitive Artifacts for Developmental Learning in a Humanoid Robot....Pages 1154-1159
Visual Servo Control for Intelligent Guided Vehicle....Pages 1160-1165
A Basilar Membrane Model Using Simulink for Hearing-Aid Systems....Pages 1166-1171
Cluster and Intrinsic Dimensionality Analysis of the Modified Group Delay Feature for Speaker Classification....Pages 1172-1178
Two-Stage Duration Model for Indian Languages Using Neural Networks....Pages 1179-1185
Multichannel Blind Deconvolution of Non-minimum Phase System Using Cascade Structure....Pages 1186-1191
A Comparative Study of Feature Extraction Algorithms on ANN Based Speaker Model for Speaker Recognition Applications....Pages 1192-1197
Development of FLANN Based Multireference Active Noise Controllers for Nonlinear Acoustic Noise Processes....Pages 1198-1203
Phase Space Parameters for Neural Network Based Vowel Recognition....Pages 1204-1209
Speaker Segmentation Based on Subsegmental Features and Neural Network Models....Pages 1210-1215
Morozov, Ivanov and Tikhonov Regularization Based LS-SVMs....Pages 1216-1222
A Study for Excluding Incorrect Detections of Holter ECG Data Using SVM....Pages 1223-1228
Semi-supervised Kernel-Based Fuzzy C-Means....Pages 1229-1234
Use of Autocorrelation Kernels in Kernel Canonical Correlation Analysis for Texture Classification....Pages 1235-1240
Phoneme Transcription by a Support Vector Machine....Pages 1241-1246
A Comparison of Pruning Algorithms for Sparse Least Squares Support Vector Machines....Pages 1247-1253
Support Vector Machines Approach to Pattern Detection in Bankruptcy Prediction and Its Contingency....Pages 1254-1259
Outliers Treatment in Support Vector Regression for Financial Time Series Prediction....Pages 1260-1265
Kernel Based Clustering for Multiclass Data....Pages 1266-1272
Combined Kernel Function for Support Vector Machine and Learning Method Based on Evolutionary Algorithm....Pages 1273-1278
Neural Network Classification Algorithm for the Small Size Training Set Situation in the Task of Thin-Walled Constructions Fatigue Destruction Control....Pages 1279-1284
Wavelet-Based Estimation of Hemodynamic Response Function....Pages 1285-1291
Neural Networks for fMRI Spatio-temporal Analysis....Pages 1292-1297
Modeling Corrupted Time Series Data via Nonsingleton Fuzzy Logic System....Pages 1298-1303
Hydrological Forecasting and Updating Procedures for Neural Network....Pages 1304-1309
Modeling Gene Regulatory Network in Fission Yeast Cell Cycle Using Hybrid Petri Nets....Pages 1310-1315
Protein Metal Binding Residue Prediction Based on Neural Networks....Pages 1316-1321
Assessment of Reliability of Microarray Data Using Fuzzy C-Means Classification....Pages 1322-1327
DNA Sequence Pattern Identification Using a Combination of Neuro-Fuzzy Predictors....Pages 1328-1333
Genetic Mining of DNA Sequence Structures for Effective Classification of the Risk Types of Human Papillomavirus (HPV)....Pages 1334-1343
Gene Regulatory Network Discovery from Time-Series Gene Expression Data – A Computational Intelligence Approach....Pages 1344-1353
Sequence Variability and Long-Range Dependence in DNA: An Information Theoretic Perspective....Pages 1354-1361
Back Matter....Pages -