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Über dieses Buch

The four volume set LNCS 9947, LNCS 9948, LNCS 9949, and LNCS 9950 constitutes 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.

Inhaltsverzeichnis

Frontmatter

2016 | CompoundObjectErratum | Buchkapitel

Erratum to: Towards Robustness to Fluctuated Perceptual Patterns by a Deterministic Predictive Coding Model in a Task of Imitative Synchronization with Human Movement Patterns

Ahmadreza Ahmadi, Jun Tani

Deep and Reinforcement Learning

Frontmatter

2016 | OriginalPaper | Buchkapitel

Emotion Prediction from User-Generated Videos by Emotion Wheel Guided Deep Learning

Che-Ting Ho, Yu-Hsun Lin, Ja-Ling Wu

2016 | OriginalPaper | Buchkapitel

Deep Q-Learning with Prioritized Sampling

Jianwei Zhai, Quan Liu, Zongzhang Zhang, Shan Zhong, Haijun Zhu, Peng Zhang, Cijia Sun

2016 | OriginalPaper | Buchkapitel

Deep Inverse Reinforcement Learning by Logistic Regression

Eiji Uchibe

2016 | OriginalPaper | Buchkapitel

Parallel Learning for Combined Knowledge Acquisition Model

Kohei Henmi, Motonobu Hattori

2016 | OriginalPaper | Buchkapitel

Emergence of Higher Exploration in Reinforcement Learning Using a Chaotic Neural Network

Yuki Goto, Katsunari Shibata

Big Data Analysis

Frontmatter

2016 | OriginalPaper | Buchkapitel

Establishing Mechanism of Warning for River Dust Event Based on an Artificial Neural Network

Yen Hsun Chuang, Ho Wen Chen, Wei Yea Chen, Ya Chin Teng

2016 | OriginalPaper | Buchkapitel

Harvesting Multiple Resources for Software as a Service Offers: A Big Data Study

Asma Musabah Alkalbani, Ahmed Mohamed Ghamry, Farookh Khadeer Hussain, Omar Khadeer Hussain

2016 | OriginalPaper | Buchkapitel

Cloud Monitoring Data Challenges: A Systematic Review

Asif Qumer Gill, Sarhang Hevary

2016 | OriginalPaper | Buchkapitel

Locality-Sensitive Linear Bandit Model for Online Social Recommendation

Tong Zhao, Irwin King

2016 | OriginalPaper | Buchkapitel

An Online-Updating Approach on Task Recommendation in Crowdsourcing Systems

Man-Ching Yuen, Irwin King, Kwong-Sak Leung

Neural Data Analysis

Frontmatter

2016 | OriginalPaper | Buchkapitel

Rhinal-Hippocampal Information Flow Reverses Between Memory Encoding and Retrieval

Juergen Fell, Tobias Wagner, Bernhard P. Staresina, Charan Ranganath, Christian E. Elger, Nikolai Axmacher

2016 | OriginalPaper | Buchkapitel

Inferred Duality of Synaptic Connectivity in Local Cortical Circuit with Receptive Field Correlation

Kohei Watanabe, Jun-nosuke Teramae, Naoki Wakamiya

2016 | OriginalPaper | Buchkapitel

Identifying Gifted Thinking Activities Through EEG Microstate Topology Analysis

Li Zhang, Mingna Cao, Bo Shi

2016 | OriginalPaper | Buchkapitel

Representation of Local Figure-Ground by a Group of V4 Cells

M. Hasuike, Y. Yamane, H. Tamura, K. Sakai

2016 | OriginalPaper | Buchkapitel

Dynamic MEMD Associated with Approximate Entropy in Patients’ Consciousness Evaluation

Gaochao Cui, Qibin Zhao, Toshihisa Tanaka, Jianting Cao, Andrzej Cichocki

Robotics and Control

Frontmatter

2016 | OriginalPaper | Buchkapitel

Neural Dynamic Programming for Event-Based Nonlinear Adaptive Robust Stabilization

Ding Wang, Hongwen Ma, Derong Liu, Huidong Wang

2016 | OriginalPaper | Buchkapitel

Entropy Maximization of Occupancy Grid Map for Selecting Good Registration of SLAM Algorithms

Daishiro Akiyama, Kazuya Matsuo, Shuichi Kurogi

2016 | OriginalPaper | Buchkapitel

Analysis of an Intention-Response Model Inspired by Brain Nervous System for Cognitive Robot

Jae-Min Yu, Sung-Bae Cho

2016 | OriginalPaper | Buchkapitel

Dynamic Surface Sliding Mode Algorithm Based on Approximation for Three-Dimensional Trajectory Tracking Control of an AUV

Kai Zhang, Tieshan Li, Yuqi Wang, Zifu Li

Bio-inspired/Energy-Efficient Information Processing: Theory, Systems, Devices

Frontmatter

2016 | OriginalPaper | Buchkapitel

Exploiting Heterogeneous Units for Reservoir Computing with Simple Architecture

Gouhei Tanaka, Ryosho Nakane, Toshiyuki Yamane, Daiju Nakano, Seiji Takeda, Shigeru Nakagawa, Akira Hirose

2016 | OriginalPaper | Buchkapitel

Graceful Degradation Under Noise on Brain Inspired Robot Controllers

Ricardo de Azambuja, Frederico B. Klein, Martin F. Stoelen, Samantha V. Adams, Angelo Cangelosi

2016 | OriginalPaper | Buchkapitel

Dynamics of Reservoir Computing at the Edge of Stability

Toshiyuki Yamane, Seiji Takeda, Daiju Nakano, Gouhei Tanaka, Ryosho Nakane, Shigeru Nakagawa, Akira Hirose

2016 | OriginalPaper | Buchkapitel

Hybrid Gravitational Search Algorithm with Swarm Intelligence for Object Tracking

Henry Wing Fung Yeung, Guang Liu, Yuk Ying Chung, Eric Liu, Wei-Chang Yeh

2016 | OriginalPaper | Buchkapitel

Photonic Reservoir Computing Based on Laser Dynamics with External Feedback

Seiji Takeda, Daiju Nakano, Toshiyuki Yamane, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Shigeru Nakagawa

2016 | OriginalPaper | Buchkapitel

FPGA Implementation of Autoencoders Having Shared Synapse Architecture

Akihiro Suzuki, Takashi Morie, Hakaru Tamukoh

2016 | OriginalPaper | Buchkapitel

Time-Domain Weighted-Sum Calculation for Ultimately Low Power VLSI Neural Networks

Quan Wang, Hakaru Tamukoh, Takashi Morie

2016 | OriginalPaper | Buchkapitel

A CMOS Unit Circuit Using Subthreshold Operation of MOSFETs for Chaotic Boltzmann Machines

Masatoshi Yamaguchi, Takashi Kato, Quan Wang, Hideyuki Suzuki, Hakaru Tamukoh, Takashi Morie

2016 | OriginalPaper | Buchkapitel

An Attempt of Speed-up of Neurocommunicator, an EEG-Based Communication Aid

Ryohei P. Hasegawa, Yoshiko Nakamura

2016 | OriginalPaper | Buchkapitel

Computational Performance of Echo State Networks with Dynamic Synapses

Ryota Mori, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Kazuyuki Aihara

Whole Brain Architecture: Toward a Human Like General Purpose Artificial Intelligence

Frontmatter

2016 | OriginalPaper | Buchkapitel

Whole Brain Architecture Approach Is a Feasible Way Toward an Artificial General Intelligence

Hiroshi Yamakawa, Masahiko Osawa, Yutaka Matsuo

2016 | OriginalPaper | Buchkapitel

Learning Visually Guided Risk-Aware Reaching on a Robot Controlled by a GPU Spiking Neural Network

Terence D. Sanger

2016 | OriginalPaper | Buchkapitel

Regularization Methods for the Restricted Bayesian Network BESOM

Yuuji Ichisugi, Takashi Sano

2016 | OriginalPaper | Buchkapitel

Representation of Relations by Planes in Neural Network Language Model

Takuma Ebisu, Ryutaro Ichise

2016 | OriginalPaper | Buchkapitel

Modeling of Emotion as a Value Calculation System

Takashi Omori, Masahiro Miyata

2016 | OriginalPaper | Buchkapitel

The Whole Brain Architecture Initiative

Naoya Arakawa, Hiroshi Yamakawa

2016 | OriginalPaper | Buchkapitel

Neural Network for Quantum Brain Dynamics: 4D CP+U(1) Gauge Theory on Lattice and Its Phase Structure

Shinya Sakane, Takashi Hiramatsu, Tetsuo Matsui

2016 | OriginalPaper | Buchkapitel

BriCA: A Modular Software Platform for Whole Brain Architecture

Kotone Itaya, Koichi Takahashi, Masayoshi Nakamura, Moriyoshi Koizumi, Naoya Arakawa, Masaru Tomita, Hiroshi Yamakawa

2016 | OriginalPaper | Buchkapitel

An Implementation of Working Memory Using Stacked Half Restricted Boltzmann Machine

Toward to Restricted Boltzmann Machine-Based Cognitive Architecture
Masahiko Osawa, Hiroshi Yamakawa, Michita Imai

2016 | OriginalPaper | Buchkapitel

A Game-Engine-Based Learning Environment Framework for Artificial General Intelligence

Toward Democratic AGI
Masayoshi Nakamura, Hiroshi Yamakawa

Neurodynamics

Frontmatter

2016 | OriginalPaper | Buchkapitel

Modeling Attention-Induced Reduction of Spike Synchrony in the Visual Cortex

Nobuhiko Wagatsuma, Rüdiger von der Heydt, Ernst Niebur

2016 | OriginalPaper | Buchkapitel

A Robust TOA Source Localization Algorithm Based on LPNN

Hao Wang, Ruibin Feng, Chi-Sing Leung

2016 | OriginalPaper | Buchkapitel

Reward-Based Learning of a Memory-Required Task Based on the Internal Dynamics of a Chaotic Neural Network

Toshitaka Matsuki, Katsunari Shibata

2016 | OriginalPaper | Buchkapitel

Roles of Gap Junctions in Organizing Traveling Waves in a Hippocampal CA3 Network Model

Toshikazu Samura, Yutaka Sakai, Hatsuo Hayashi, Takeshi Aihara

2016 | OriginalPaper | Buchkapitel

Towards Robustness to Fluctuated Perceptual Patterns by a Deterministic Predictive Coding Model in a Task of Imitative Synchronization with Human Movement Patterns

Ahmadreza Ahmadi, Jun Tani

2016 | OriginalPaper | Buchkapitel

Image Segmentation Using Graph Cuts Based on Maximum-Flow Neural Network

Masatoshi Sato, Hideharu Toda, Hisashi Aomori, Tsuyoshi Otake, Mamoru Tanaka

2016 | OriginalPaper | Buchkapitel

Joint Routing and Bitrate Adjustment for DASH Video via Neuro-Dynamic Programming in SDN

Kunjie Zhu, Junchao Jiang, Bowen Yang, Weizhe Cai, Jian Yang

2016 | OriginalPaper | Buchkapitel

Stability of Periodic Orbits in Dynamic Binary Neural Networks with Ternary Connection

Kazuma Makita, Ryuji Sato, Toshimichi Saito

2016 | OriginalPaper | Buchkapitel

Evaluation of Chaotic Resonance by Lyapunov Exponent in Attractor-Merging Type Systems

Sou Nobukawa, Haruhiko Nishimura, Teruya Yamanishi

Bioinformatics

Frontmatter

2016 | OriginalPaper | Buchkapitel

Clustering-Based Weighted Extreme Learning Machine for Classification in Drug Discovery Process

Wasu Kudisthalert, Kitsuchart Pasupa

2016 | OriginalPaper | Buchkapitel

Metabolite Named Entity Recognition: A Hybrid Approach

Wutthipong Kongburan, Praisan Padungweang, Worarat Krathu, Jonathan H. Chan

2016 | OriginalPaper | Buchkapitel

Improving Strategy for Discovering Interacting Genetic Variants in Association Studies

Suneetha Uppu, Aneesh Krishna

2016 | OriginalPaper | Buchkapitel

Improving Dependency Parsing on Clinical Text with Syntactic Clusters from Web Text

Xiuming Qiao, Hailong Cao, Tiejun Zhao, Kehai Chen

2016 | OriginalPaper | Buchkapitel

Exploiting Temporal Genetic Correlations for Enhancing Regulatory Network Optimization

Ahammed Sherief Kizhakkethil Youseph, Madhu Chetty, Gour Karmakar

Biomedical Engineering

Frontmatter

2016 | OriginalPaper | Buchkapitel

Sleep Stage Prediction Using Respiration and Body-Movement Based on Probabilistic Classifier

Hirotaka Kaji, Hisashi Iizuka, Mitsuo Hayashi

2016 | OriginalPaper | Buchkapitel

Removing Ring Artifacts in CBCT Images Using Smoothing Based on Relative Total Variation

Qirun Huo, Jianwu Li, Yao Lu, Ziye Yan

2016 | OriginalPaper | Buchkapitel

Proposal of a Human Heartbeat Detection/Monitoring System Employing Chirp Z-Transform and Time-Sequential Neural Prediction

Ayse Ecem Bezer, Akira Hirose

2016 | OriginalPaper | Buchkapitel

Fast Dual-Tree Wavelet Composite Splitting Algorithms for Compressed Sensing MRI

Jianwu Li, Jinpeng Zhou, Qiang Tu, Javaria Ikram, Zhengchao Dong

2016 | OriginalPaper | Buchkapitel

Implementation of a Modular Growing When Required Neural Gas Architecture for Recognition of Falls

Frederico B. Klein, Karla Štěpánová, Angelo Cangelosi

Data Mining and Cybersecurity Workshop

Frontmatter

2016 | OriginalPaper | Buchkapitel

Botnet Detection Using Graphical Lasso with Graph Density

Chansu Han, Kento Kono, Shoma Tanaka, Masanori Kawakita, Jun’ichi Takeuchi

2016 | OriginalPaper | Buchkapitel

The Usability of Metadata for Android Application Analysis

Takeshi Takahashi, Tao Ban, Chin-Wei Tien, Chih-Hung Lin, Daisuke Inoue, Koji Nakao

2016 | OriginalPaper | Buchkapitel

Preserving Privacy of Agents in Reinforcement Learning for Distributed Cognitive Radio Networks

Geong Sen Poh, Kok-Lim Alvin Yau

2016 | OriginalPaper | Buchkapitel

Campus Wireless LAN Usage Analysis and Its Applications

Kensuke Miyashita, Yuki Maruno

2016 | OriginalPaper | Buchkapitel

MDL Criterion for NMF with Application to Botnet Detection

Shoma Tanaka, Yuki Kawamura, Masanori Kawakita, Noboru Murata, Jun’ichi Takeuchi

2016 | OriginalPaper | Buchkapitel

A Brief Review of Spin-Glass Applications in Unsupervised and Semi-supervised Learning

Lei Zhu, Kazushi Ikeda, Paul Pang, Ruibin Zhang, Abdolhossein Sarrafzadeh

2016 | OriginalPaper | Buchkapitel

Learning Latent Features with Infinite Non-negative Binary Matrix Tri-factorization

Xi Yang, Kaizhu Huang, Rui Zhang, Amir Hussain

2016 | OriginalPaper | Buchkapitel

A Novel Manifold Regularized Online Semi-supervised Learning Algorithm

Shuguang Ding, Xuanyang Xi, Zhiyong Liu, Hong Qiao, Bo Zhang

2016 | OriginalPaper | Buchkapitel

Learning from Few Samples with Memory Network

Shufei Zhang, Kaizhu Huang

2016 | OriginalPaper | Buchkapitel

Generalized Compatible Function Approximation for Policy Gradient Search

Yiming Peng, Gang Chen, Mengjie Zhang, Shaoning Pang

2016 | OriginalPaper | Buchkapitel

A Combo Object Model for Maritime Boat Ramps Traffic Monitoring

Jing Zhao, Shaoning Pang, Bruce Hartill, Abdolhossein Sarrafzadeh

Backmatter

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