Artificial Neural Networks - ICANN 2008: 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings, Part II

Front Matter....Pages -
Investigating Similarity of Ontology Instances and Its Causes....Pages 1-10
A Neural Model for Delay Correction in a Distributed Control System....Pages 11-20
A Model-Based Relevance Estimation Approach for Feature Selection in Microarray Datasets....Pages 21-31
Non-stationary Data Mining: The Network Security Issue....Pages 32-41
Efficient Feature Selection for PTR-MS Fingerprinting of Agroindustrial Products....Pages 42-51
Extraction of Binary Features by Probabilistic Neural Networks....Pages 52-61
Correlation Integral Decomposition for Classification....Pages 62-71
Modified q-State Potts Model with Binarized Synaptic Coefficients....Pages 72-80
Learning Similarity Measures from Pairwise Constraints with Neural Networks....Pages 81-90
Prediction of Binding Sites in the Mouse Genome Using Support Vector Machines....Pages 91-100
Mimicking Go Experts with Convolutional Neural Networks....Pages 101-110
Associative Memories Applied to Pattern Recognition....Pages 111-120
MLP-Based Detection of Targets in Clutter: Robustness with Respect to the Shape Parameter of Weibull-Disitributed Clutter....Pages 121-130
Modeling and Synthesis of Computational Efficient Adaptive Neuro-Fuzzy Systems Based on Matlab....Pages 131-140
Embedded Neural Network for Swarm Learning of Physical Robots....Pages 141-149
Distribution Stream of Tasks in Dual-Processor System....Pages 150-158
Efficient Implementation of the THSOM Neural Network....Pages 159-168
Reconfigurable MAC-Based Architecture for Parallel Hardware Implementation on FPGAs of Artificial Neural Networks....Pages 169-178
Implementation of Central Pattern Generator in an FPGA-Based Embedded System....Pages 179-187
Biologically-Inspired Digital Architecture for a Cortical Model of Orientation Selectivity....Pages 188-197
Neural Network Training with Extended Kalman Filter Using Graphics Processing Unit....Pages 198-207
Blind Source-Separation in Mixed-Signal VLSI Using the InfoMax Algorithm....Pages 208-217
Synaptic Rewiring for Topographic Map Formation....Pages 218-227
Implementing Bayes’ Rule with Neural Fields....Pages 228-237
Encoding and Retrieval in a CA1 Microcircuit Model of the Hippocampus....Pages 238-247
A Bio-inspired Architecture of an Active Visual Search Model....Pages 248-257
Implementing Fuzzy Reasoning on a Spiking Neural Network....Pages 258-267
Short Term Plasticity Provides Temporal Filtering at Chemical Synapses....Pages 268-276
Observational Versus Trial and Error Effects in a Model of an Infant Learning Paradigm....Pages 277-289
Modeling the Effects of Dopamine on the Antisaccade Reaction Times (aSRT) of Schizophrenia Patients....Pages 290-299
Fast Multi-command SSVEP Brain Machine Interface without Training....Pages 300-307
Separating Global Motion Components in Transparent Visual Stimuli – A Phenomenological Analysis....Pages 308-317
Lateral Excitation between Dissimilar Orientation Columns for Ongoing Subthreshold Membrane Oscillations in Primary Visual Cortex....Pages 318-327
A Computational Model of Cortico-Striato-Thalamic Circuits in Goal-Directed Behaviour....Pages 328-337
Firing Pattern Estimation of Synaptically Coupled Hindmarsh-Rose Neurons by Adaptive Observer....Pages 338-347
Global Oscillations of Neural Fields in CA3....Pages 348-357
Selective Attention Model of Moving Objects....Pages 358-367
Tempotron-Like Learning with ReSuMe....Pages 368-375
Neural Network Capable of Amodal Completion....Pages 376-385
Predictive Coding in Cortical Microcircuits....Pages 386-395
A Biologically Inspired Spiking Neural Network for Sound Localisation by the Inferior Colliculus....Pages 396-405
Learning Structurally Analogous Tasks....Pages 406-412
Auto-structure of Presynaptic Activity Defines Postsynaptic Firing Statistics and Can Modulate STDP-Based Structure Formation and Learning....Pages 413-422
Decision Making Logic of Visual Brain....Pages 423-432
A Computational Model of Saliency Map Read-Out during Visual Search....Pages 433-442
A Corpus-Based Computational Model of Metaphor Understanding Incorporating Dynamic Interaction....Pages 443-452
Deterministic Coincidence Detection and Adaptation Via Delayed Inputs....Pages 453-461
Synaptic Formation Rate as a Control Parameter in a Model for the Ontogenesis of Retinotopy....Pages 462-470
Fuzzy Symbolic Dynamics for Neurodynamical Systems....Pages 471-478
Towards Personalized Neural Networks for Epileptic Seizure Prediction....Pages 479-487
Real and Modeled Spike Trains: Where Do They Meet?....Pages 488-497
The InfoPhase Method or How to Read Neurons with Neurons....Pages 498-507
Artifact Processor for Neuronal Activity Analysis during Deep Brain Stimulation....Pages 508-516
Analysis of Human Brain NMR Spectra in Vivo Using Artificial Neural Networks....Pages 517-526
Multi-stage FCM-Based Intensity Inhomogeneity Correction for MR Brain Image Segmentation....Pages 527-536
KCMAC: A Novel Fuzzy Cerebellar Model for Medical Decision Support....Pages 537-546
Decoding Population Neuronal Responses by Topological Clustering....Pages 547-556
Learning of Neural Information Routing for Correspondence Finding....Pages 557-566
A Globally Asymptotically Stable Plasticity Rule for Firing Rate Homeostasis....Pages 567-576
Analysis and Visualization of the Dynamics of Recurrent Neural Networks for Symbolic Sequences Processing....Pages 577-586
Chaotic Search for Traveling Salesman Problems by Using 2-opt and Or-opt Algorithms....Pages 587-596
Comparison of Neural Networks Incorporating Partial Monotonicity by Structure....Pages 597-606
Effect of the Background Activity on the Reconstruction of Spike Train by Spike Pattern Detection....Pages 607-616
Assemblies as Phase-Locked Pattern Sets That Collectively Win the Competition for Coherence....Pages 617-626
A CA 2 +  Dynamics Model of the STDP Symmetry-to-Asymmetry Transition in the CA1 Pyramidal Cell of the Hippocampus....Pages 627-635
Improving Associative Memory in a Network of Spiking Neurons....Pages 636-645
Effect of Feedback Strength in Coupled Spiking Neural Networks....Pages 646-654
Bifurcations in Discrete-Time Delayed Hopfield Neural Networks of Two Neurons....Pages 655-664
EEG Switching: Three Views from Dynamical Systems....Pages 665-674
Modeling Synchronization Loss in Large-Scale Brain Dynamics....Pages 675-684
Spatio-temporal Dynamics during Perceptual Processing in an Oscillatory Neural Network....Pages 685-694
Resonant Spike Propagation in Coupled Neurons with Subthreshold Activity....Pages 695-702
Contour Integration and Synchronization in Neuronal Networks of the Visual Cortex....Pages 703-712
Fuzzy Growing Hierarchical Self-Organizing Networks....Pages 713-722
MBabCoNN – A Multiclass Version of a Constructive Neural Network Algorithm Based on Linear Separability and Convex Hull....Pages 723-733
On the Generalization of the m -Class RDP Neural Network....Pages 734-743
A Constructive Technique Based on Linear Programming for Training Switching Neural Networks....Pages 744-753
Projection Pursuit Constructive Neural Networks Based on Quality of Projected Clusters....Pages 754-762
Introduction to Constructive and Optimization Aspects of SONN-3....Pages 763-772
A Reward-Value Based Constructive Method for the Autonomous Creation of Machine Controllers....Pages 773-782
A Brief Review and Comparison of Feedforward Morphological Neural Networks with Applications to Classification....Pages 783-792
Prototype Proliferation in the Growing Neural Gas Algorithm....Pages 793-802
Active Learning Using a Constructive Neural Network Algorithm....Pages 803-811
M-CLANN: Multi-class Concept Lattice-Based Artificial Neural Network for Supervised Classification....Pages 812-821
A Classification Method of Children with Developmental Dysphasia Based on Disorder Speech Analysis....Pages 822-828
Nature Inspired Methods in the Radial Basis Function Network Learning Process....Pages 829-838
Tree-Based Indirect Encodings for Evolutionary Development of Neural Networks....Pages 839-848
Generating Complex Connectivity Structures for Large-Scale Neural Models....Pages 849-858
The GAME Algorithm Applied to Complex Fractionated Atrial Electrograms Data Set....Pages 859-868
Geometrical Perspective on Hairy Memory....Pages 869-878
Neural Network Based BCI by Using Orthogonal Components of Multi-channel Brain Waves and Generalization....Pages 879-888
Feature Ranking Derived from Data Mining Process....Pages 889-898
A Neural Network Approach for Learning Object Ranking....Pages 899-908
Evolving Efficient Connection for the Design of Artificial Neural Networks....Pages 909-918
The Extreme Energy Ratio Criterion for EEG Feature Extraction....Pages 919-928
The Schizophrenic Brain: A Broken Hermeneutic Circle....Pages 929-938
Neural Model for the Visual Recognition of Goal-Directed Movements....Pages 939-948
Emergent Common Functional Principles in Control Theory and the Vertebrate Brain: A Case Study with Autonomous Vehicle Control....Pages 949-958
Organising the Complexity of Behaviour....Pages 959-968
Towards a Neural Model of Mental Simulation....Pages 969-979
Back Matter....Pages -