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

Front Matter....Pages I-XIX
Front Matter....Pages 1-1
Emotion Prediction from User-Generated Videos by Emotion Wheel Guided Deep Learning....Pages 3-12
Deep Q-Learning with Prioritized Sampling....Pages 13-22
Deep Inverse Reinforcement Learning by Logistic Regression....Pages 23-31
Parallel Learning for Combined Knowledge Acquisition Model....Pages 32-39
Emergence of Higher Exploration in Reinforcement Learning Using a Chaotic Neural Network....Pages 40-48
Front Matter....Pages 49-49
Establishing Mechanism of Warning for River Dust Event Based on an Artificial Neural Network....Pages 51-60
Harvesting Multiple Resources for Software as a Service Offers: A Big Data Study....Pages 61-71
Cloud Monitoring Data Challenges: A Systematic Review....Pages 72-79
Locality-Sensitive Linear Bandit Model for Online Social Recommendation....Pages 80-90
An Online-Updating Approach on Task Recommendation in Crowdsourcing Systems....Pages 91-101
Front Matter....Pages 103-103
Rhinal-Hippocampal Information Flow Reverses Between Memory Encoding and Retrieval....Pages 105-114
Inferred Duality of Synaptic Connectivity in Local Cortical Circuit with Receptive Field Correlation....Pages 115-122
Identifying Gifted Thinking Activities Through EEG Microstate Topology Analysis....Pages 123-130
Representation of Local Figure-Ground by a Group of V4 Cells....Pages 131-137
Dynamic MEMD Associated with Approximate Entropy in Patients’ Consciousness Evaluation....Pages 138-146
Front Matter....Pages 147-147
Neural Dynamic Programming for Event-Based Nonlinear Adaptive Robust Stabilization....Pages 149-157
Entropy Maximization of Occupancy Grid Map for Selecting Good Registration of SLAM Algorithms....Pages 158-167
Analysis of an Intention-Response Model Inspired by Brain Nervous System for Cognitive Robot....Pages 168-176
Dynamic Surface Sliding Mode Algorithm Based on Approximation for Three-Dimensional Trajectory Tracking Control of an AUV....Pages 177-184
Front Matter....Pages 185-185
Exploiting Heterogeneous Units for Reservoir Computing with Simple Architecture....Pages 187-194
Front Matter....Pages 185-185
Graceful Degradation Under Noise on Brain Inspired Robot Controllers....Pages 195-204
Dynamics of Reservoir Computing at the Edge of Stability....Pages 205-212
Hybrid Gravitational Search Algorithm with Swarm Intelligence for Object Tracking....Pages 213-221
Photonic Reservoir Computing Based on Laser Dynamics with External Feedback....Pages 222-230
FPGA Implementation of Autoencoders Having Shared Synapse Architecture....Pages 231-239
Time-Domain Weighted-Sum Calculation for Ultimately Low Power VLSI Neural Networks....Pages 240-247
A CMOS Unit Circuit Using Subthreshold Operation of MOSFETs for Chaotic Boltzmann Machines....Pages 248-255
An Attempt of Speed-up of Neurocommunicator, an EEG-Based Communication Aid....Pages 256-263
Computational Performance of Echo State Networks with Dynamic Synapses....Pages 264-271
Front Matter....Pages 273-273
Whole Brain Architecture Approach Is a Feasible Way Toward an Artificial General Intelligence....Pages 275-281
Learning Visually Guided Risk-Aware Reaching on a Robot Controlled by a GPU Spiking Neural Network....Pages 282-289
Regularization Methods for the Restricted Bayesian Network BESOM....Pages 290-299
Representation of Relations by Planes in Neural Network Language Model....Pages 300-307
Modeling of Emotion as a Value Calculation System....Pages 308-315
The Whole Brain Architecture Initiative....Pages 316-323
BriCA: A Modular Software Platform for Whole Brain Architecture....Pages 324-333
An Implementation of Working Memory Using Stacked Half Restricted Boltzmann Machine....Pages 334-341
A Game-Engine-Based Learning Environment Framework for Artificial General Intelligence....Pages 342-350
Front Matter....Pages 351-356
Modeling Attention-Induced Reduction of Spike Synchrony in the Visual Cortex....Pages 357-357
Front Matter....Pages 359-366
A Robust TOA Source Localization Algorithm Based on LPNN....Pages 357-357
Reward-Based Learning of a Memory-Required Task Based on the Internal Dynamics of a Chaotic Neural Network....Pages 367-375
Roles of Gap Junctions in Organizing Traveling Waves in a Hippocampal CA3 Network Model....Pages 376-383
Towards Robustness to Fluctuated Perceptual Patterns by a Deterministic Predictive Coding Model in a Task of Imitative Synchronization with Human Movement Patterns....Pages 384-392
Image Segmentation Using Graph Cuts Based on Maximum-Flow Neural Network....Pages 393-402
Joint Routing and Bitrate Adjustment for DASH Video via Neuro-Dynamic Programming in SDN....Pages 403-412
Stability of Periodic Orbits in Dynamic Binary Neural Networks with Ternary Connection....Pages 413-420
Evaluation of Chaotic Resonance by Lyapunov Exponent in Attractor-Merging Type Systems....Pages 421-429
Front Matter....Pages 430-437
Clustering-Based Weighted Extreme Learning Machine for Classification in Drug Discovery Process....Pages 439-439
Metabolite Named Entity Recognition: A Hybrid Approach....Pages 441-450
Improving Strategy for Discovering Interacting Genetic Variants in Association Studies....Pages 451-460
Improving Dependency Parsing on Clinical Text with Syntactic Clusters from Web Text....Pages 461-469
Exploiting Temporal Genetic Correlations for Enhancing Regulatory Network Optimization....Pages 470-478
Front Matter....Pages 479-487
Sleep Stage Prediction Using Respiration and Body-Movement Based on Probabilistic Classifier....Pages 489-489
Removing Ring Artifacts in CBCT Images Using Smoothing Based on Relative Total Variation....Pages 491-500
Proposal of a Human Heartbeat Detection/Monitoring System Employing Chirp Z-Transform and Time-Sequential Neural Prediction....Pages 501-509
Fast Dual-Tree Wavelet Composite Splitting Algorithms for Compressed Sensing MRI....Pages 510-516
Implementation of a Modular Growing When Required Neural Gas Architecture for Recognition of Falls....Pages 517-525
Front Matter....Pages 526-534
Botnet Detection Using Graphical Lasso with Graph Density....Pages 535-535
The Usability of Metadata for Android Application Analysis....Pages 537-545
Front Matter....Pages 546-554
Preserving Privacy of Agents in Reinforcement Learning for Distributed Cognitive Radio Networks....Pages 535-535
Campus Wireless LAN Usage Analysis and Its Applications....Pages 555-562
MDL Criterion for NMF with Application to Botnet Detection....Pages 563-569
A Brief Review of Spin-Glass Applications in Unsupervised and Semi-supervised Learning....Pages 570-578
Learning Latent Features with Infinite Non-negative Binary Matrix Tri-factorization....Pages 579-586
A Novel Manifold Regularized Online Semi-supervised Learning Algorithm....Pages 587-596
Learning from Few Samples with Memory Network....Pages 597-605
Generalized Compatible Function Approximation for Policy Gradient Search....Pages 606-614
A Combo Object Model for Maritime Boat Ramps Traffic Monitoring....Pages 615-622
Back Matter....Pages 623-630
....Pages 631-639