Neural Information Processing: 23rd International Conference, ICONIP 2016, Kyoto, Japan, October 16–21, 2016, Proceedings, Part IV (Lecture Notes in Computer Science Book 9950)

The four volume set LNCS 9947, LNCS 9948, LNCS 9949, and LNCS 9950 constitues the proceedings of the 23rd International Conference on Neural Information Processing, ICONIP 2016, held in Kyoto, Japan, in October 2016. The 296 full papers presented were carefully reviewed and selected from 431 submissions. The 4 volumes are organized in topical sections on deep and reinforcement learning; big data analysis; neural data analysis; robotics and control; bio-inspired/energy efficient information processing; whole brain architecture; neurodynamics; bioinformatics; biomedical engineering; data mining and cybersecurity workshop; machine learning; neuromorphic hardware; sensory perception; pattern recognition; social networks; brain-machine interface; computer vision; time series analysis; data-driven approach for extracting latent features; topological and graph based clustering methods; computational intelligence; data mining; deep neural networks; computational and cognitive neurosciences; theory and algorithms. Front Matter....Pages I-XIX Front Matter....Pages 1-1 Classifying Human Activities with Temporal Extension of Random Forest....Pages 3-10 Echo State Network Ensemble for Human Motion Data Temporal Phasing: A Case Study on Tennis Forehands....Pages 11-18 Unregistered Bosniak Classification with Multi-phase Convolutional Neural Networks....Pages 19-27 Direct Estimation of Wrist Joint Angular Velocities from Surface EMGs by Using an SDNN Function Approximator....Pages 28-35 Data Analysis of Correlation Between Project Popularity and Code Change Frequency....Pages 36-43 Hidden Space Neighbourhood Component Analysis for Cancer Classification....Pages 44-51 Prediction of Bank Telemarketing with Co-training of Mixture-of-Experts and MLP....Pages 52-59 Prioritising Security Tests on Large-Scale and Distributed Software Development Projects by Using Self-organised Maps....Pages 60-69 Android Malware Detection Method Based on Function Call Graphs....Pages 70-77 Proposal of Singular-Unit Restoration by Focusing on the Spatial Continuity of Topographical Statistics in Spectral Domain....Pages 78-85 Inferring Users’ Gender from Interests: A Tag Embedding Approach....Pages 86-94 Fast Color Quantization via Fuzzy Clustering....Pages 95-103 Extended Dependency-Based Word Embeddings for Aspect Extraction....Pages 104-111 Topological Order Discovery via Deep Knowledge Tracing....Pages 112-119 PTR: Phrase-Based Topical Ranking for Automatic Keyphrase Extraction in Scientific Publications....Pages 120-128 Neural Network Based Association Rule Mining from Uncertain Data....Pages 129-136 Analysis and Knowledge Discovery by Means of Self-Organizing Maps for Gaia Data Releases....Pages 137-144 Front Matter....Pages 145-145 The Impact of Adaptive Regularization of the Demand Predictor on a Multistage Supply Chain Simulation....Pages 147-155 The Effect of Reward Information on Perceptual Decision-Making....Pages 156-163 Doubting What to Eat: A Computational Model for Food Choice Using Different Valuing Perspectives....Pages 164-174 Front Matter....Pages 145-145 A Novel Graph Regularized Sparse Linear Discriminant Analysis Model for EEG Emotion Recognition....Pages 175-182 Information Maximization in a Feedforward Network Replicates the Stimulus Preference of the Medial Geniculate and the Auditory Cortex....Pages 183-190 A Simple Visual Model Accounts for Drift Illusion and Reveals Illusory Patterns....Pages 191-198 An Internal Model of the Human Hand Affects Recognition of Graspable Tools....Pages 199-207 Perceptual Representation of Material Quality: Adaptation to BRDF-Morphing Images....Pages 208-212 GPU-Accelerated Simulations of an Electric Stimulus and Neural Activities in Electrolocation....Pages 213-220 Analysis of Similarity and Differences in Brain Activities Between Perception and Production of Facial Expressions Using EEG Data and the NeuCube Spiking Neural Network Architecture....Pages 221-227 Self and Non-self Discrimination Mechanism Based on Predictive Learning with Estimation of Uncertainty....Pages 228-235 A Framework for Ontology Based Management of Neural Network as a Service....Pages 236-243 Computational Model of the Cerebellum and the Basal Ganglia for Interval Timing Learning....Pages 244-251 Bihemispheric Cerebellar Spiking Network Model to Simulate Acute VOR Motor Learning....Pages 252-258 Front Matter....Pages 259-259 Modeling the Propensity Score with Statistical Learning....Pages 261-269 Analysis of the DNN-kWTA Network Model with Drifts in the Offset Voltages of Threshold Logic Units....Pages 270-278 Efficient Numerical Simulation of Neuron Models with Spatial Structure on Graphics Processing Units....Pages 279-285 A Scalable Patch-Based Approach for RGB-D Face Recognition....Pages 286-293 Gaussian Processes Based Fusion of Multiple Data Sources for Automatic Identification of Geological Boundaries in Mining....Pages 294-301 Speaker Detection in Audio Stream via Probabilistic Prediction Using Generalized GEBI....Pages 302-311 Probabilistic Prediction for Text-Prompted Speaker Verification Capable of Accepting Spoken Words with the Same Meaning but Different Pronunciations....Pages 312-320 Segment-Level Probabilistic Sequence Kernel Based Support Vector Machines for Classification of Varying Length Patterns of Speech ....Pages 321-328 Attention Estimation for Input Switch in Scalable Multi-display Environments....Pages 329-336 Front Matter....Pages 259-259 Deep Dictionary Learning vs Deep Belief Network vs Stacked Autoencoder: An Empirical Analysis....Pages 337-344 Bi-directional LSTM Recurrent Neural Network for Chinese Word Segmentation....Pages 345-353 Alternating Optimization Method Based on Nonnegative Matrix Factorizations for Deep Neural Networks....Pages 354-362 Fissionable Deep Neural Network....Pages 363-371 A Structural Learning Method of Restricted Boltzmann Machine by Neuron Generation and Annihilation Algorithm....Pages 372-380 Semi-supervised Learning for Convolutional Neural Networks Using Mild Supervisory Signals....Pages 381-388 On the Singularity in Deep Neural Networks....Pages 389-396 A Deep Neural Network Architecture Using Dimensionality Reduction with Sparse Matrices....Pages 397-404 Noisy Softplus: A Biology Inspired Activation Function....Pages 405-412 Compressing Word Embeddings....Pages 413-422 An Iterative Incremental Learning Algorithm for Complex-Valued Hopfield Associative Memory....Pages 423-431 LDA-Based Word Image Representation for Keyword Spotting on Historical Mongolian Documents....Pages 432-441 Solving the Vanishing Information Problem with Repeated Potential Mutual Information Maximization....Pages 442-451 Self-organization on a Sphere with Application to Topological Ordering of Chinese Characters....Pages 452-459 A Spectrum Allocation Algorithm Based on Optimization and Protection in Cognitive Radio Networks....Pages 460-469 A Conjugate Gradient-Based Efficient Algorithm for Training Single-Hidden-Layer Neural Networks....Pages 470-478 The Ability of Learning Algorithms for Fuzzy Inference Systems Using Vector Quantization....Pages 479-488 An Improved Multi-strategy Ensemble Artificial Bee Colony Algorithm with Neighborhood Search....Pages 489-496 Gender-Specific Classifiers in Phoneme Recognition and Academic Emotion Detection....Pages 497-504 Local Invariance Representation Learning Algorithm with Multi-layer Extreme Learning Machine....Pages 505-513 Front Matter....Pages 259-259 Two-Dimensional Soft Linear Discriminant Projection for Robust Image Feature Extraction and Recognition....Pages 514-521 Asymmetric Synaptic Connections in Z(2) Gauge Neural Network....Pages 522-530 SOMphony: Visualizing Symphonies Using Self Organizing Maps....Pages 531-537 Online EM for the Normalized Gaussian Network with Weight-Time-Dependent Updates....Pages 538-546 Learning Phrase Representations Based on Word and Character Embeddings....Pages 547-554 A Mobile-Based Obstacle Detection Method: Application to the Assistance of Visually Impaired People....Pages 555-564 t-SNE Based Visualisation and Clustering of Geological Domain....Pages 565-572 Data-Based Optimal Tracking Control of Nonaffine Nonlinear Discrete-Time Systems....Pages 573-581 Time Series Classification Based on Multi-codebook Important Time Subsequence Approximation Algorithm....Pages 582-589 Performance Improvement via Bagging in Ensemble Prediction of Chaotic Time Series Using Similarity of Attractors and LOOCV Predictable Horizon....Pages 590-598 A Review of EEG Signal Simulation Methods....Pages 599-608 A New Blind Image Quality Assessment Based on Pairwise....Pages 609-617 Self-organizing Maps as Feature Detectors for Supervised Neural Network Pattern Recognition....Pages 618-625 A Review of Electroencephalogram-Based Analysis and Classification Frameworks for Dyslexia....Pages 626-635 Rule-Based Grass Biomass Classification for Roadside Fire Risk Assessment....Pages 636-644 Efficient Recognition of Attentional Bias Using EEG Data and the NeuCube Evolving Spatio-Temporal Data Machine....Pages 645-653 Back Matter....Pages 655-663 The three volume set LNCS 8226, LNCS 8227, and LNCS 8228 constitutes the proceedings of the 20th International Conference on Neural Information Processing, ICONIP 2013, held in Daegu, Korea, in November 2013. The 180 full and 75 poster papers presented together with 4 extended abstracts were carefully reviewed and selected from numerous submissions. These papers cover all major topics of theoretical research, empirical study and applications of neural information processing research. The specific topics covered are as follows: cognitive science and artificial intelligence; learning theory, algorithms, and architectures; computational neuroscience and brain imaging; vision, speech and signal processing; control, robotics and hardware technologies; and novel approaches and applications.