1-9

Hebbian-Based Neural Networks for Bottom-Up Visual Attention Systems

10-18

Modeling of Cortical Signals Using Optimized Echo State Networks with Leaky Integrator Neurons

19-25

Comparison of Near-Threshold Characteristics of Flash Suppression and Forward Masking

26-33

Some Computational Predictions on the Possibilities of Three-Dimensional Properties of Grid Cells in Entorhinal Cortex

34-48

Data Modelling for Analysis of Adaptive Changes in Fly Photoreceptors

49-56

A Computational Model of Spatial Imagery Based on Object–Centered Scene Representation

57-71

Biophysical Modeling of a Drosophila Photoreceptor

72-83

Comparing a Cognitive and a Neural Model for Relative Trust Dynamics

84-90

A Next Generation Modeling Environment PLATO: Platform for Collaborative Brain System Modeling

91-99

Modeling Geomagnetospheric Disturbances with Sequential Bayesian Recurrent Neural Networks

100-109

Finding MAPs Using High Order Recurrent Networks

110-117

A Study on Bayesian Learning of One-Dimensional Linear Dynamical Systems

118-125

Decoding Characteristics of D/A Converters Based on Spiking Neurons

126-134

Separable Recursive Training Algorithms with Switching Module

135-142

Application-Driven Parameter Tuning Methodology for Dynamic Neural Field Equations

143-150

Interspike Interval Statistics Obtained from Non-homogeneous Gamma Spike Generator

151-158

A Novel Method for Progressive Multiple Sequence Alignment Based on Lempel-Ziv

159-166

Variational Bayes from the Primitive Initial Point for Gaussian Mixture Estimation

167-174

A Bayesian Graph Clustering Approach Using the Prior Based on Degree Distribution

175-184

Common Neighborhood Sub-graph Density as a Similarity Measure for Community Detection

185-193

Divergence, Optimization and Geometry

194-203

Robust Stability of Fuzzy Cohen-Grossberg Neural Networks with Delays

204-211

An Adaptive Threshold in Joint Approximate Diagonalization by the Information Criterion

212-220

PPoSOM: A Multidimensional Data Visualization Using Probabilistic Assignment Based on Polar SOM

221-228

Slice Oriented Tensor Decomposition of EEG Data for Feature Extraction in Space, Frequency and Time Domains

229-236

Stereo Map Surface Calculus Optimization Using Radial Basis Functions Neural Network Interpolation

237-246

Quasi-Deterministic Partially Observable Markov Decision Processes

247-258

Hierarchical Text Classification Incremental Learning

259-266

Robust Stability of Stochastic Neural Networks with Interval Discrete and Distributed Delays

267-276

Hybrid Hopfield Architecture for Solving Nonlinear Programming Problems

277-284

Fault Tolerant Regularizers for Multilayer Feedforward Networks

285-292

Integrating Simulated Annealing and Delta Technique for Constructing Optimal Prediction Intervals

293-301

Robust Local Tangent Space Alignment

302-311

Probabilistic Combination of Multiple Evidence

312-322

FIA: Frequent Itemsets Mining Based on Approximate Counting in Data Streams

323-330

Advances in PARAFAC Using Parallel Block Decomposition

331-339

An Observation Angle Dependent Nonstationary Covariance Function for Gaussian Process Regression

340-348

DOA Estimation of Multiple Convolutively Mixed Sources Based on Principle Component Analysis

349-356

Weighted Data Normalization Based on Eigenvalues for Artificial Neural Network Classification

357-364

The Optimization of Kernel CMAC Based on BYY Learning

365-372

Closest Source Selection Using IVA and Characteristic of Mixing Channel

373-380

Decomposition Mixed Pixels of Remote Sensing Image Based on 2-DWT and Kernel ICA

381-388

Echo Energy Estimation in Active Sonar Using Fast Independent Component Analysis

389-398

Improving SVM Classification with Imbalance Data Set

399-408

Framework for Object Tracking with Support Vector Machines, Structural Tensor and the Mean Shift Method

409-416

Suitable ICA Algorithm for Extracting Saccade-Related EEG Signals

417-424

Learning of Mahalanobis Discriminant Functions by a Neural Network

425-432

Implementing Learning on the SpiNNaker Universal Neural Chip Multiprocessor

433-440

Learning Gaussian Process Models from Uncertain Data

441-450

A Bootstrap Artificial Neural Network Based Heterogeneous Panel Unit Root Test in Case of Cross Sectional Independence

451-459

A Novel Hierarchical Constructive BackPropagation with Memory for Teaching a Robot the Names of Things

460-467

Cellular Neural Networks Template Training System Using Iterative Annealing Optimization Technique on ACE16k Chip

468-475

Estimation of Driving Phase by Modeling Brake Pressure Signals

476-483

Optimal Hyperparameters for Generalized Learning and Knowledge Discovery in Variational Bayes

484-493

Backpropagation Learning Algorithm for Multilayer Phasor Neural Networks

494-501

SNIWD: Simultaneous Weight Noise Injection with Weight Decay for MLP Training

502-511

Tracking in Reinforcement Learning

512-519

Ensembling Heterogeneous Learning Models with Boosting

520-529

Improvement Algorithm for Approximate Incremental Learning

530-537

A Meta-learning Method Based on Temporal Difference Error

538-545

Local Learning Rules for Nonnegative Tucker Decomposition

546-553

Comparing Large Datasets Structures through Unsupervised Learning

554-561

Applying Duo Output Neural Networks to Solve Single Output Regression Problem

562-569

An Incremental Learning Algorithm for Resource Allocating Networks Based on Local Linear Regression

570-579

Learning Cooperative Behaviours in Multiagent Reinforcement Learning

580-589

Generating Tonal Counterpoint Using Reinforcement Learning

590-597

Robust Approximation in Decomposed Reinforcement Learning

598-605

Learning of Go Board State Evaluation Function by Artificial Neural Network

606-613

Quick Maximum Power Point Tracking of Photovoltaic Using Online Learning Neural Network

614-621

Semi-Naïve Bayesian Method for Network Intrusion Detection System

622-629

Speaker Recognition Using Pole Distribution of Speech Signals Obtained by Bagging CAN2

630-638

Fast Intra Mode Decision for H.264/AVC Based on Directional Information of I4MB

639-648

Palmprint Recognition Based on Local DCT Feature Extraction

649-656

Representative and Discriminant Feature Extraction Based on NMF for Emotion Recognition in Speech

657-666

Improvement of the Neural Network Trees through Fine-Tuning of the Threshold of Each Internal Node

667-675

A Synthesis Method of Gene Networks Having Cyclic Expression Pattern Sequences by Network Learning

676-684

Gender Identification from Thai Speech Signal Using a Neural Network

685-692

Gender Classification Based on Support Vector Machine with Automatic Confidence

693-700

Multiple Occluded Face Detection Based on Binocular Saliency Map

701-707

A Mutual Information Based Face Recognition Method

708-715

Basis Selection for 2DLDA-Based Face Recognition Using Fisher Score

716-723

A Robust Keypoints Matching Strategy for SIFT: An Application to Face Recognition

724-732

Selecting, Optimizing and Fusing ‘Salient’ Gabor Features for Facial Expression Recognition

733-742

Self-Organized Gabor Features for Pose Invariant Face Recognition

743-750

Image Hierarchical Segmentation Based on a GHSOM

751-758

An Efficient Coding Model for Image Representation

759-768

SSTEM Cell Image Segmentation Based on Top-Down Selective Attention Model

769-777

Data Partitioning Technique for Online and Incremental Visual SLAM

778-787

Improvement of Image Modeling with Affinity Propagation Algorithm for Semantic Image Annotation

788-797

An Image Identifier Based on Hausdorff Shape Trace Transform

798-809

Personalized Fingerprint Segmentation

810-818

Automatic Image Restoration Based on Tensor Voting

819-828

Robust Incremental Subspace Learning for Object Tracking

829-837

Reversible Data Hiding Using the Histogram Modification of Block Image

838-845

A Rock Structure Recognition System Using FMI Images

846-855

Analyzing Price Data to Determine Positive and Negative Product Associations

856-865

Production Planning Algorithm and Software for Sofa Factory

866-874

Ensemble Learning for Imbalanced E-commerce Transaction Anomaly Classification

875-883

Exploring Early Classification Strategies of Streaming Data with Delayed Attributes

884-891

Exchange Rate Forecasting Using Classifier Ensemble

E1

Erratum to: Backpropagation Learning Algorithm for Multilayer Phasor Neural Networks