Neural Information Processing: 23rd International Conference, ICONIP 2016, Kyoto, Japan, October 16–21, 2016, Proceedings, Part II

Front Matter....Pages I-XIX
Front Matter....Pages 1-1
Non-parametric e-mixture of Density Functions....Pages 3-10
An Entropy Estimator Based on Polynomial Regression with Poisson Error Structure....Pages 11-19
A Problem in Model Selection of LASSO and Introduction of Scaling....Pages 20-27
A Theoretical Analysis of Semi-supervised Learning....Pages 28-36
Evolutionary Multi-task Learning for Modular Training of Feedforward Neural Networks....Pages 37-46
On the Noise Resilience of Ranking Measures....Pages 47-55
BPSpike II: A New Backpropagation Learning Algorithm for Spiking Neural Networks....Pages 56-65
Group Dropout Inspired by Ensemble Learning....Pages 66-73
Audio Generation from Scene Considering Its Emotion Aspect....Pages 74-81
Semi Supervised Autoencoder....Pages 82-89
Sampling-Based Gradient Regularization for Capturing Long-Term Dependencies in Recurrent Neural Networks....Pages 90-97
Face Hallucination Using Correlative Residue Compensation in a Modified Feature Space....Pages 98-107
Modal Regression via Direct Log-Density Derivative Estimation....Pages 108-116
Simplicial Nonnegative Matrix Tri-factorization: Fast Guaranteed Parallel Algorithm....Pages 117-125
Active Consensus-Based Semi-supervised Growing Neural Gas....Pages 126-135
Kernel L1-Minimization: Application to Kernel Sparse Representation Based Classification....Pages 136-143
Nuclear Norm Regularized Randomized Neural Network....Pages 144-151
Gram-Schmidt Orthonormalization to the Adaptive ICA Function for Fixing the Permutation Ambiguity....Pages 152-159
Data Cleaning Using Complementary Fuzzy Support Vector Machine Technique....Pages 160-167
Fault-Tolerant Incremental Learning for Extreme Learning Machines....Pages 168-176
Front Matter....Pages 1-1
Character-Aware Convolutional Neural Networks for Paraphrase Identification....Pages 177-184
Learning a Discriminative Dictionary with CNN for Image Classification....Pages 185-194
Online Weighted Multi-task Feature Selection....Pages 195-203
Multithreading Incremental Learning Scheme for Embedded System to Realize a High-Throughput....Pages 204-213
Hyper-Parameter Tuning for Graph Kernels via Multiple Kernel Learning....Pages 214-223
A Corrector for the Sample Mahalanobis Distance Free from Estimating the Population Eigenvalues of Covariance Matrix....Pages 224-232
Online Learning Neural Network for Adaptively Weighted Hybrid Modeling....Pages 233-240
Semi-supervised Support Vector Machines - A Genetic Algorithm Approach....Pages 241-249
Hinge Loss Projection for Classification....Pages 250-258
Analytical Incremental Learning: Fast Constructive Learning Method for Neural Network....Pages 259-268
Acceleration of Word2vec Using GPUs....Pages 269-279
Automatic Design of Neural Network Structures Using AiS....Pages 280-287
Sequential Collaborative Ranking Using (No-)Click Implicit Feedback....Pages 288-296
Group Information-Based Dimensionality Reduction via Canonical Correlation Analysis....Pages 297-305
Front Matter....Pages 307-307
Simplification of Processing Elements in Cellular Neural Networks....Pages 309-317
Pattern and Frequency Generation Using an Opto-Electronic Reservoir Computer with Output Feedback....Pages 318-325
A Retino-Morphic Hardware System Simulating the Graded and Action Potentials in Retinal Neuronal Layers....Pages 326-333
Stability Analysis of Periodic Orbits in Digital Spiking Neurons....Pages 334-341
Letter Reproduction Simulator for Hardware Design of Cellular Neural Network Using Thin-Film Synapses....Pages 342-350
Front Matter....Pages 351-351
An Analysis of Current Source Density Profiles Activated by Local Stimulation in the Mouse Auditory Cortex in Vitro....Pages 353-362
Front Matter....Pages 351-351
Differential Effect of Two Types of Anesthesia on Sound-Driven Oscillations in the Rat Primary Auditory Cortex....Pages 363-371
“Figure” Salience as a Meta-Rule for Rule Dynamics in Visual Perception....Pages 372-380
A Neural Network Model for Retaining Object Information Required in a Categorization Task....Pages 381-390
Front Matter....Pages 391-398
Weighted Discriminant Analysis and Kernel Ridge Regression Metric Learning for Face Verification....Pages 399-399
An Incremental One Class Learning Framework for Large Scale Data....Pages 401-410
Gesture Spotting by Using Vector Distance of Self-organizing Map....Pages 411-418
Cross-Database Facial Expression Recognition via Unsupervised Domain Adaptive Dictionary Learning....Pages 419-426
Adaptive Multi-view Semi-supervised Nonnegative Matrix Factorization....Pages 427-434
Robust Soft Semi-supervised Discriminant Projection for Feature Learning....Pages 435-444
A Hybrid Pooling Method for Convolutional Neural Networks....Pages 445-453
Multi-nation and Multi-norm License Plates Detection in Real Traffic Surveillance Environment Using Deep Learning....Pages 454-461
A Study on Cluster Size Sensitivity of Fuzzy c-Means Algorithm Variants....Pages 462-469
Front Matter....Pages 470-478
Influence Spread Evaluation and Propagation Rebuilding....Pages 479-479
A Tag Probability Correlation Based Microblog Recommendation Method....Pages 481-490
A New Model and Heuristic for Infection Minimization by Cutting Relationships....Pages 491-499
Sentiment and Behavior Analysis of One Controversial American Individual on Twitter....Pages 500-508
Front Matter....Pages 509-518
Emotion Recognition Using Multimodal Deep Learning....Pages 519-519
Continuous Vigilance Estimation Using LSTM Neural Networks....Pages 521-529
Motor Priming as a Brain-Computer Interface....Pages 530-537
Front Matter....Pages 538-545
Discriminating Object from Non-object Perception in a Visual Search Task by Joint Analysis of Neural and Eyetracking Data....Pages 519-519
Assessing the Properties of Single-Trial Fixation-Related Potentials in a Complex Choice Task....Pages 546-554
Front Matter....Pages 555-563
Unconstrained Face Detection from a Mobile Source Using Convolutional Neural Networks....Pages 565-565
Driver Face Detection Based on Aggregate Channel Features and Deformable Part-Based Model in Traffic Camera....Pages 567-576
Segmentation with Selectively Propagated Constraints....Pages 577-584
Gaussian-Bernoulli Based Convolutional Restricted Boltzmann Machine for Images Feature Extraction....Pages 585-592
Gaze Movement Control Neural Network Based on Multidimensional Topographic Class Grouping....Pages 593-602
Incremental Robust Nonnegative Matrix Factorization for Object Tracking....Pages 603-610
High Precision Direction-of-Arrival Estimation for Wideband Signals in Environment with Interference Based on Complex-Valued Neural Networks....Pages 611-619
Content-Based Image Retrieval Using Deep Search....Pages 620-626
Robust Part-Based Correlation Tracking....Pages 627-634
A New Weight Adjusted Particle Swarm Optimization for Real-Time Multiple Object Tracking....Pages 635-642
Fast Visual Object Tracking Using Convolutional Filters....Pages 643-651
An Effective Approach for Automatic LV Segmentation Based on GMM and ASM....Pages 652-662
Position Gradient and Plane Consistency Based Feature Extraction....Pages 663-672
Fusion of Multi-view Multi-exposure Images with Delaunay Triangulation....Pages 673-681
Detection of Human Faces Using Neural Networks....Pages 682-689
Compound PDE-Based Image Restoration Algorithm Using Second-Order and Fourth-Order Diffusions....Pages 690-698
Multi-swarm Particle Grid Optimization for Object Tracking....Pages 699-706
Energy-Based Multi-plane Detection from 3D Point Clouds....Pages 707-714
Front Matter....Pages 715-722
Bi-Lp-Norm Sparsity Pursuiting Regularization for Blind Motion Deblurring....Pages 565-565
Back Matter....Pages 723-730
....Pages 731-739