Neural Information Processing 23rd International Conference ICONIP 2016 Kyoto Japan October 16 21 2016 Proceedings Part IV 1st Edition by Akira Hirose, Seiichi Ozawa, Kenji Doya, Kazushi Ikeda, Minho Lee, Derong Liu ISBN 9783319466811 331946681X

1. Applications

Classifying Human Activities with Temporal Extension of Random Forest

Echo State Network Ensemble for Human Motion Data Temporal Phasing: A Case Study on Tennis Forehands

Unregistered Bosniak Classification with Multi-phase Convolutional Neural Networks

Direct Estimation of Wrist Joint Angular Velocities from Surface EMGs by Using an SDNN Function Approximator

Data Analysis of Correlation Between Project Popularity and Code Change Frequency

Hidden Space Neighbourhood Component Analysis for Cancer Classification

Prediction of Bank Telemarketing with Co-training of Mixture-of-Experts and MLP

Prioritising Security Tests on Large-Scale and Distributed Software Development Projects by Using Self-organised Maps

Android Malware Detection Method Based on Function Call Graphs

Proposal of Singular-Unit Restoration by Focusing on the Spatial Continuity of Topographical Statistics in Spectral Domain

Inferring Users’ Gender from Interests: A Tag Embedding Approach

Fast Color Quantization via Fuzzy Clustering

Extended Dependency-Based Word Embeddings for Aspect Extraction

Topological Order Discovery via Deep Knowledge Tracing

PTR: Phrase-Based Topical Ranking for Automatic Keyphrase Extraction in Scientific Publications

Neural Network Based Association Rule Mining from Uncertain Data

Analysis and Knowledge Discovery by Means of Self-Organizing Maps for Gaia Data Releases

2. Computational and Cognitive Neurosciences

The Impact of Adaptive Regularization of the Demand Predictor on a Multistage Supply Chain Simulation

The Effect of Reward Information on Perceptual Decision-Making

Doubting What to Eat: A Computational Model for Food Choice Using Different Valuing Perspectives

A Novel Graph Regularized Sparse Linear Discriminant Analysis Model for EEG Emotion Recognition

Information Maximization in a Feedforward Network Replicates the Stimulus Preference of the Medial Geniculate and the Auditory Cortex

A Simple Visual Model Accounts for Drift Illusion and Reveals Illusory Patterns

An Internal Model of the Human Hand Affects Recognition of Graspable Tools

Perceptual Representation of Material Quality: Adaptation to BRDF-Morphing Images

GPU-Accelerated Simulations of an Electric Stimulus and Neural Activities in Electrolocation

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

Self and Non-self Discrimination Mechanism Based on Predictive Learning with Estimation of Uncertainty

A Framework for Ontology Based Management of Neural Network as a Service

Computational Model of the Cerebellum and the Basal Ganglia for Interval Timing Learning

Bihemispheric Cerebellar Spiking Network Model to Simulate Acute VOR Motor Learning

advances in neural information processing systems abbreviation

Modeling the Propensity Score with Statistical Learning

Analysis of the DNN-kWTA Network Model with Drifts in the Offset Voltages of Threshold Logic Units

Efficient Numerical Simulation of Neuron Models with Spatial Structure on Graphics Processing Units

A Scalable Patch-Based Approach for RGB-D Face Recognition

Gaussian Processes Based Fusion of Multiple Data Sources for Automatic Identification of Geological Boundaries in Mining

Speaker Detection in Audio Stream via Probabilistic Prediction Using Generalized GEBI

Probabilistic Prediction for Text-Prompted Speaker Verification Capable of Accepting Spoken Words with the Same Meaning but Different Pronunciations

Segment-Level Probabilistic Sequence Kernel Based Support Vector Machines for Classification of Varying Length Patterns of Speech

Attention Estimation for Input Switch in Scalable Multi-display Environments

Deep Dictionary Learning vs Deep Belief Network vs Stacked Autoencoder: An Empirical Analysis

Bi-directional LSTM Recurrent Neural Network for Chinese Word Segmentation

Alternating Optimization Method Based on Nonnegative Matrix Factorizations for Deep Neural Networks

Fissionable Deep Neural Network

A Structural Learning Method of Restricted Boltzmann Machine by Neuron Generation and Annihilation Algorithm

Semi-supervised Learning for Convolutional Neural Networks Using Mild Supervisory Signals

On the Singularity in Deep Neural Networks

A Deep Neural Network Architecture Using Dimensionality Reduction with Sparse Matrices

Noisy Softplus: A Biology Inspired Activation Function

Compressing Word Embeddings

An Iterative Incremental Learning Algorithm for Complex-Valued Hopfield Associative Memory

LDA-Based Word Image Representation for Keyword Spotting on Historical Mongolian Documents

Solving the Vanishing Information Problem with Repeated Potential Mutual Information Maximization

Self-organization on a Sphere with Application to Topological Ordering of Chinese Characters

A Spectrum Allocation Algorithm Based on Optimization and Protection in Cognitive Radio Networks

A Conjugate Gradient-Based Efficient Algorithm for Training Single-Hidden-Layer Neural Networks

The Ability of Learning Algorithms for Fuzzy Inference Systems Using Vector Quantization

An Improved Multi-strategy Ensemble Artificial Bee Colony Algorithm with Neighborhood Search

Gender-Specific Classifiers in Phoneme Recognition and Academic Emotion Detection

Local Invariance Representation Learning Algorithm with Multi-layer Extreme Learning Machine

Two-Dimensional Soft Linear Discriminant Projection for Robust Image Feature Extraction and Recognition

Asymmetric Synaptic Connections in Z(2) Gauge Neural Network

SOMphony: Visualizing Symphonies Using Self Organizing Maps

Online EM for the Normalized Gaussian Network with Weight-Time-Dependent Updates

Learning Phrase Representations Based on Word and Character Embeddings

A Mobile-Based Obstacle Detection Method: Application to the Assistance of Visually Impaired People

t-SNE Based Visualisation and Clustering of Geological Domain

Data-Based Optimal Tracking Control of Nonaffine Nonlinear Discrete-Time Systems

Time Series Classification Based on Multi-codebook Important Time Subsequence Approximation Algorithm

Performance Improvement via Bagging in Ensemble Prediction of Chaotic Time Series Using Similarity of Attractors and LOOCV Predictable Horizon

A Review of EEG Signal Simulation Methods

A New Blind Image Quality Assessment Based on Pairwise

Self-organizing Maps as Feature Detectors for Supervised Neural Network Pattern Recognition

A Review of Electroencephalogram-Based Analysis and Classification Frameworks for Dyslexia

Rule-Based Grass Biomass Classification for Roadside Fire Risk Assessment

Efficient Recognition of Attentional Bias Using EEG Data and the NeuCube Evolving Spatio-Temporal Data