Advances in Neuro-Information Processing: 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part I

Front Matter....Pages -
Front Matter....Pages 1-1
Integrative Probabilistic Evolving Spiking Neural Networks Utilising Quantum Inspired Evolutionary Algorithm: A Computational Framework....Pages 3-13
A Spiking Network of Hippocampal Model Including Neurogenesis....Pages 14-21
NeuroEvolution Based on Reusable and Hierarchical Modular Representation....Pages 22-31
A Common-Neural-Pattern Based Reasoning for Mobile Robot Cognitive Mapping....Pages 32-39
Identifying Emotions Using Topographic Conditioning Maps....Pages 40-47
A Gene Regulatory Model for the Development of Primitive Nervous Systems....Pages 48-55
Real-Time Epileptic Seizure Detection on Intra-cranial Rat Data Using Reservoir Computing....Pages 56-63
Learning of Subgoals for Goal-Oriented Behavior Control of Mobile Robots....Pages 64-71
Coding Mechanisms in Hippocampal Networks for Learning and Memory....Pages 72-79
Developmental Stereo: Topographic Iconic-Abstract Map from Top-Down Connection....Pages 80-87
An Analysis of Synaptic Transmission and its Plasticity by Glutamate Receptor Channel Kinetics Models and 2-Photon Laser Photolysis....Pages 88-94
A Biologically Inspired Neural CPG for Sea Wave Conditions/Frequencies....Pages 95-102
Feature Subset Selection Using Differential Evolution....Pages 103-110
Topology of Brain Functional Networks: Towards the Role of Genes....Pages 111-118
Hybrid Design Principles and Time Constants in the Construction of Brain-Based Robotics: A Real-Time Simulator of Oscillatory Neural Networks Interacting with the Real Environment via Robotic Devices....Pages 119-126
Front Matter....Pages 127-127
First Spiking Dynamics of Stochastic Neuronal Model with Optimal Control....Pages 129-136
BCM and Membrane Potential: Alternative Ways to Timing Dependent Plasticity....Pages 137-144
A Novel Hybrid Spiking Neuron: Response Analysis and Learning Potential....Pages 145-152
Event-Related Desynchronisation/Synchronisation of Spontaneous Motor Actions....Pages 153-160
Competition between Synapses Located in Proximal and Distal Dendrites of the Dentate Granule Cell through STDP....Pages 161-168
Front Matter....Pages 127-127
An Analysis of the Autonomic Cardiac Activity by Reducing the Interplay between Sympathetic and Parasympathetic Information....Pages 169-176
On Similarity Measures for Spike Trains....Pages 177-185
Relationship between an Input Sequence and Asymmetric Connections Formed by Theta Phase Precession and STDP....Pages 186-193
Analysis of Microelectrographic Neuronal Background in Deep Brain Nuclei in Parkinson Disease....Pages 194-199
Gating Echo State Neural Networks for Time Series Forecasting....Pages 200-207
A Novel Artificial Model of Spiral Ganglion Cell and Its Spike-Based Encoding Function....Pages 208-215
Evolution of Neural Organization in a Hydra-Like Animat....Pages 216-223
Improved Sparse Bump Modeling for Electrophysiological Data....Pages 224-231
Classify Event-Related Motor Potentials of Cued Motor Actions....Pages 232-239
A Neural Network Based Hierarchical Motor Schema of a Multi-finger Hand and Its Motion Diversity....Pages 240-247
Front Matter....Pages 249-249
Biological Plausibility of Spectral Domain Approach for Spatiotemporal Visual Saliency....Pages 251-258
A “Global Closure” Effect in Contour Integration....Pages 259-266
Modeling of Associative Dynamics in Hippocampal Contributions to Heuristic Decision Making....Pages 267-274
Tracking with Depth-from-Size....Pages 275-284
Training Recurrent Connectionist Models on Symbolic Time Series....Pages 285-292
Computational Modeling of Risk–Related Eye Movement of Car Drivers....Pages 293-300
Robust Detection of Medial-Axis by Onset Synchronization of Border-Ownership Selective Cells and Shape Reconstruction from Its Medial-Axis....Pages 301-309
Synaptic Cooperation and Competition in STDP Learning Rule....Pages 310-317
An Exemplar-Based Statistical Model for the Dynamics of Neural Synchrony....Pages 318-326
Towards a Comparative Theory of the Primates’ Tool-Use Behavior....Pages 327-335
Front Matter....Pages 249-249
Artifact Removal Using Simultaneous Current Estimation of Noise and Cortical Sources....Pages 336-343
Significance for Hippocampal Memory of Context-Like Information Generated in Hippocampal CA3c....Pages 344-351
Bio-signal Integration for Humanoid Operation: Gesture and Brain Signal Recognition by HMM/SVM-Embedded BN....Pages 352-360
Interpreting Dopamine Activities in Stochastic Reward Tasks....Pages 361-368
Epileptogenic ECoG Monitoring and Brain Stimulation Using a Multifunctional Microprobe for Minimally Invasive Brain Microsurgery....Pages 369-376
Generalization in Linguistic Category Formation Based on the Prototype Effect....Pages 377-383
Model of the Activity of Hippocampal Neurons Based on the Theory of Selective Desensitization....Pages 384-391
EEG-Based Classification of Brain Activity for Brightness Stimuli....Pages 392-399
Steady State Visual Evoked Potentials in the Delta Range (0.5-5 Hz)....Pages 400-407
Using Optimality to Predict Photoreceptor Distribution in the Retina....Pages 408-415
Optical Imaging of Plastic Changes Induced by Fear Conditioning in the Auditory Cortex of Guinea Pig....Pages 416-422
Possibility of Cantor Coding by Spatial Input Patterns....Pages 423-427
A Neural Network Model for a Hierarchical Spatio-temporal Memory....Pages 428-435
Time-Varying Synchronization of Visual ERP during Sentences Identification....Pages 436-443
Neural Mechanism of Synchronous Firing of Inferior Temporal Cortex in Face Perception....Pages 444-450
Front Matter....Pages 451-451
Clustering of Spectral Patterns Based on EMD Components of EEG Channels with Applications to Neurophysiological Signals Separation....Pages 453-460
Consensus Clustering Using Spectral Theory....Pages 461-468
On the Synchrony of Morphological and Molecular Signaling Events in Cell Migration....Pages 469-477
MISCORE: Mismatch-Based Matrix Similarity Scores for DNA Motif Detection....Pages 478-485
Ensembles of Pre-processing Techniques for Noise Detection in Gene Expression Data....Pages 486-493
Front Matter....Pages 451-451
FES Position Control of Forearm Using EOG....Pages 494-503
Reduction of FPs for Lung Nodules in MDCT by Use of Temporal Subtraction with Voxel-Matching Technique....Pages 504-512
Improved Mass Spectrometry Peak Intensity Prediction by Adaptive Feature Weighting....Pages 513-520
An Improved Genetic Algorithm for DNA Motif Discovery with Public Domain Information....Pages 521-528
A Hybrid Model for Prediction of Peptide Binding to MHC Molecules....Pages 529-536
Front Matter....Pages 537-537
An Evaluation of Machine Learning-Based Methods for Detection of Phishing Sites....Pages 539-546
Detecting Methods of Virus Email Based on Mail Header and Encoding Anomaly....Pages 547-554
Faster Parameter Detection of Polymorphic Viral Code Using Hot List Strategy....Pages 555-562
G-Means: A Clustering Algorithm for Intrusion Detection....Pages 563-570
Anomaly Intrusion Detection for Evolving Data Stream Based on Semi-supervised Learning....Pages 571-578
An Incident Analysis System NICTER and Its Analysis Engines Based on Data Mining Techniques....Pages 579-586
Multi-layered Hand and Face Tracking for Real-Time Gesture Recognition....Pages 587-594
Towards a Reliable Evaluation Framework for Message Authentication in Web-Based Transactions Based on an Improved Computational Intelligence and Dynamical Systems Methodology....Pages 595-602
Front Matter....Pages 603-603
A Neuro-GA Approach for the Maximum Fuzzy Clique Problem....Pages 605-612
Hybrid Feature Selection: Combining Fisher Criterion and Mutual Information for Efficient Feature Selection....Pages 613-620
Sensibility-Aware Image Retrieval Using Computationally Learned Bases: RIM, JPG, J2K, and Their Mixtures....Pages 621-628
An Analysis of Generalization Error in Relevant Subtask Learning....Pages 629-637
Intelligent Automated Guided Vehicle with Reverse Strategy: A Comparison Study....Pages 638-646
Neural Networks for Optimal Form Design of Personal Digital Assistants....Pages 647-654
Firing Rate Estimation Using an Approximate Bayesian Method....Pages 655-662
Front Matter....Pages 603-603
Sampling Curve Images to Find Similarities among Parts of Images....Pages 663-670
Improving the State Space Organization of Untrained Recurrent Networks....Pages 671-678
Online Multibody Factorization Based on Bayesian Principal Component Analysis of Gaussian Mixture Models....Pages 679-687
Experimental Study of Ergodic Learning Curve in Hidden Markov Models....Pages 688-695
Design of Exchange Monte Carlo Method for Bayesian Learning in Normal Mixture Models....Pages 696-706
Image Filling-In: A Gestalt Approach....Pages 707-714
Sports Video Segmentation Using a Hierarchical Hidden CRF....Pages 715-722
Learning Manifolds for Bankruptcy Analysis....Pages 723-730
Information Geometry of Interspike Intervals in Spiking Neurons with Refractories....Pages 731-736
Convolutive Blind Speech Separation by Decorrelation....Pages 737-744
Front Matter....Pages 745-745
Cognitive Representation and Bayeisan Model of Spatial Object Contexts for Robot Localization....Pages 747-754
Learning of Action Generation from Raw Camera Images in a Real-World-Like Environment by Simple Coupling of Reinforcement Learning and a Neural Network....Pages 755-762
Brain-Inspired Emergence of Behaviors Based on the Desire for Existence by Reinforcement Learning....Pages 763-770
A Neural Network Based Controller for an Outdoor Mobile Robot....Pages 771-778
Depth Perception Using a Monocular Vision System....Pages 779-786
Trajectory Planning with Dynamics Constraints for an Underactuated Manipulator....Pages 787-793
Neural Networks That Mimic the Human Brain: Turing Machines versus Machines That Generate Conscious Sensations....Pages 794-801
Front Matter....Pages 803-803
A Vector Quantization Approach for Life-Long Learning of Categories....Pages 805-812
An Integrated System for Incremental Learning of Multiple Visual Categories....Pages 813-820
A Neural Network Model for Sequential Multitask Pattern Recognition Problems....Pages 821-828
Front Matter....Pages 803-803
Automatic Discovery of Subgoals in Reinforcement Learning Using Strongly Connected Components....Pages 829-834
Front Matter....Pages 835-835
Bifurcation and Windows in a Simple Piecewise Linear Chaotic Spiking Neuron....Pages 837-843
Bifurcation between Superstable Periodic Orbits and Chaos in a Simple Spiking Circuit....Pages 844-850
Application of Higher Order Neural Network Dynamics to Distributed Radio Resource Usage Optimization of Cognitive Wireless Networks....Pages 851-858
Synchronized Rhythmic Signals Effectively Influence Ongoing Cortical Activity for Decision-Making: A Study of the Biological Plausible Neural Network Model....Pages 859-866
Synchronization Transition in a Pair of Coupled Non-identical Oscillators....Pages 867-874
Parameter Analysis for Removing the Local Minima of Combinatorial Optimization Problems by Using the Inverse Function Delayed Neural Network....Pages 875-882
Fractional-Order Hopfield Neural Networks....Pages 883-890
Front Matter....Pages 891-891
Classification and Prediction of Lower Troposphere Layers Influence on RF Propagation Using Artificial Neural Networks....Pages 893-900
Predicting the Distribution of Fungal Crop Diseases from Abiotic and Biotic Factors Using Multi-Layer Perceptrons....Pages 901-908
Using Time Lagged Input Data to Improve Prediction of Stinging Jellyfish Occurrence at New Zealand Beaches by Multi-Layer Perceptrons....Pages 909-916
Modelling Climate Change Effects on Wine Quality Based on Expert Opinions Expressed in Free-Text Format: The WEBSOM Approach....Pages 917-925
Front Matter....Pages 927-927
A Support Vector Machine with Forgetting Factor and Its Statistical Properties....Pages 929-936
Improved Parameter Tuning Algorithms for Fuzzy Classifiers....Pages 937-944
Accelerated Classifier Training Using the PSL Cascading Structure....Pages 945-952
Imitation Learning from Unsegmented Human Motion Using Switching Autoregressive Model and Singular Vector Decomposition....Pages 953-961
Vision Based Mobile Robot for Indoor Environmental Security....Pages 962-969
Multiobjective Multiclass Soft-Margin Support Vector Machine Maximizing Pair-Wise Interclass Margins....Pages 970-977
Functional Networks Based on Pairwise Spike Synchrony Can Capture Topologies of Synaptic Connectivity in a Local Cortical Network Model....Pages 978-985
Prediction of the O -Glycosylation by Support Vector Machines and Semi-supervised Learning....Pages 986-994
Front Matter....Pages 927-927
Practical Approach to Outlier Detection Using Support Vector Regression....Pages 995-1001
A Variant of Adaptive Mean Shift-Based Clustering....Pages 1002-1009
Front Matter....Pages 1011-1011
Using Spiking Neural Networks for the Generation of Coordinated Action Sequences in Robots....Pages 1013-1020
Neuro-Evolutive System for Ego-Motion Estimation with a 3D Camera....Pages 1021-1028
Neuro Granular Networks with Self-learning Stochastic Connections: Fusion of Neuro Granular Networks and Learning Automata Theory....Pages 1029-1036
An Incremental Learning Algorithm for Optimizing High-Dimensional ANN-Based Classification Systems....Pages 1037-1044
Towards the Adaptive Control of a Multirobot System for an Elastic Hose....Pages 1045-1052
Economical Implementation of Control Loops for Multi-robot Systems....Pages 1053-1059
Front Matter....Pages 1061-1061
An Improved Modular Neural Network Model for Adaptive Trajectory Tracking Control of Robot Manipulators....Pages 1063-1070
Variable Colour Depth Look-Up Table Based on Fuzzy Colour Processing....Pages 1071-1078
Towards a Generalised Hybrid Path-Planning and Motion Control System with Auto-calibration for Animated Characters in 3D Environments....Pages 1079-1086
Cultivated Microorganisms Control a Real Robot: A Model of Dynamical Coupling between Internal Growth and Robot Movement....Pages 1087-1094
Stream Processing of Geometric and Central Moments Using High Precision Summed Area Tables....Pages 1095-1102
Bayesian Fusion of Auditory and Visual Spatial Cues during Fixation and Saccade in Humanoid Robot....Pages 1103-1109
Solving the Online SLAM Problem with an Omnidirectional Vision System....Pages 1110-1117
Front Matter....Pages 1119-1119
A Notable Swarm Approach to Evolve Neural Network for Classification in Data Mining....Pages 1121-1128
FPGA Implementation of an Evolving Spiking Neural Network....Pages 1129-1136
HyFIS-Yager-gDIC: A Self-organizing Hybrid Neural Fuzzy Inference System Realizing Yager Inference....Pages 1137-1145
Parallel Ant Colony Optimizer Based on Adaptive Resonance Theory Maps....Pages 1146-1153
Covariate Shift and Incremental Learning....Pages 1154-1162
Front Matter....Pages 1119-1119
A Novel Incremental Linear Discriminant Analysis for Multitask Pattern Recognition Problems....Pages 1163-1171
Soft Sensor Based on Adaptive Local Learning....Pages 1172-1179
Directly Optimizing Topology-Preserving Maps with Evolutionary Algorithms....Pages 1180-1187
RBF NN Based Adaptive PI Control of Brushless DC Motor....Pages 1188-1195
Incremental Principal Component Analysis Based on Adaptive Accumulation Ratio....Pages 1196-1203
Ontology Based Personalized Modeling for Chronic Disease Risk Analysis: An Integrated Approach....Pages 1204-1210
Frost Prediction Characteristics and Classification Using Computational Neural Networks....Pages 1211-1220
Personalized Modeling Based Gene Selection for Microarray Data Analysis....Pages 1221-1228
Integrated Feature and Parameter Optimization for an Evolving Spiking Neural Network....Pages 1229-1236
Personalised Modelling for Multiple Time-Series Data Prediction: A Preliminary Investigation in Asia Pacific Stock Market Indexes Movement....Pages 1237-1244
Dynamic Neural Fuzzy Inference System....Pages 1245-1250
Back Matter....Pages -