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Chi Sing Leung, Minho Lee and Jonathan H. Chan
Front matter
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
Back matter
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