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ORCID23rd ICONIP 2016: Kyoto, Japan
- Akira Hirose, Seiichi Ozawa, Kenji Doya, Kazushi Ikeda, Minho Lee, Derong Liu:
Neural Information Processing - 23rd International Conference, ICONIP 2016, Kyoto, Japan, October 16-21, 2016, Proceedings, Part I. Lecture Notes in Computer Science 9947, 2016, ISBN 978-3-319-46686-6
Deep and Reinforcement Learning
- Che-Ting Ho, Yu-Hsun Lin
, Ja-Ling Wu:
Emotion Prediction from User-Generated Videos by Emotion Wheel Guided Deep Learning. 3-12 - Jianwei Zhai, Quan Liu, Zongzhang Zhang, Shan Zhong, Haijun Zhu, Peng Zhang, Cijia Sun:
Deep Q-Learning with Prioritized Sampling. 13-22 - Eiji Uchibe:
Deep Inverse Reinforcement Learning by Logistic Regression. 23-31 - Kohei Henmi, Motonobu Hattori:
Parallel Learning for Combined Knowledge Acquisition Model. 32-39 - Yuki Goto, Katsunari Shibata:
Emergence of Higher Exploration in Reinforcement Learning Using a Chaotic Neural Network. 40-48
Big Data Analysis
- Yen Hsun Chuang, Ho-Wen Chen, Wei Yea Chen, Ya Chin Teng:
Establishing Mechanism of Warning for River Dust Event Based on an Artificial Neural Network. 51-60 - Asma Musabah Alkalbani, Ahmed Mohamed Ghamry, Farookh Khadeer Hussain, Omar Khadeer Hussain:
Harvesting Multiple Resources for Software as a Service Offers: A Big Data Study. 61-71 - Asif Qumer Gill, Sarhang Hevary:
Cloud Monitoring Data Challenges: A Systematic Review. 72-79 - Tong Zhao, Irwin King:
Locality-Sensitive Linear Bandit Model for Online Social Recommendation. 80-90 - Man-Ching Yuen, Irwin King, Kwong-Sak Leung:
An Online-Updating Approach on Task Recommendation in Crowdsourcing Systems. 91-101
Neural Data Analysis
- Jürgen Fell, Tobias Wagner, Bernhard P. Staresina, Charan Ranganath, Christian Erich Elger, Nikolai Axmacher:
Rhinal-Hippocampal Information Flow Reverses Between Memory Encoding and Retrieval. 105-114 - Kohei Watanabe, Jun-nosuke Teramae, Naoki Wakamiya:
Inferred Duality of Synaptic Connectivity in Local Cortical Circuit with Receptive Field Correlation. 115-122 - Li Zhang, Mingna Cao, Bo Shi:
Identifying Gifted Thinking Activities Through EEG Microstate Topology Analysis. 123-130 - Masaharu Hasuike, Yukako Yamane, Hiroshi Tamura, Kô Sakai:
Representation of Local Figure-Ground by a Group of V4 Cells. 131-137 - Gaochao Cui, Qibin Zhao, Toshihisa Tanaka, Jianting Cao, Andrzej Cichocki:
Dynamic MEMD Associated with Approximate Entropy in Patients' Consciousness Evaluation. 138-146
Robotics and Control
- Ding Wang, Hongwen Ma, Derong Liu, Huidong Wang:
Neural Dynamic Programming for Event-Based Nonlinear Adaptive Robust Stabilization. 149-157 - Daishiro Akiyama, Kazuya Matsuo, Shuichi Kurogi:
Entropy Maximization of Occupancy Grid Map for Selecting Good Registration of SLAM Algorithms. 158-167 - Jae-Min Yu, Sung-Bae Cho:
Analysis of an Intention-Response Model Inspired by Brain Nervous System for Cognitive Robot. 168-176 - Kai Zhang, Tieshan Li, Yuqi Wang, Zifu Li:
Dynamic Surface Sliding Mode Algorithm Based on Approximation for Three-Dimensional Trajectory Tracking Control of an AUV. 177-184
Bio-inspired/Energy-Efficient Information Processing: Theory, Systems, Devices
- Gouhei Tanaka, Ryosho Nakane, Toshiyuki Yamane, Daiju Nakano, Seiji Takeda, Shigeru Nakagawa, Akira Hirose:
Exploiting Heterogeneous Units for Reservoir Computing with Simple Architecture. 187-194 - Ricardo de Azambuja, Frederico B. Klein, Martin F. Stoelen, Samantha V. Adams, Angelo Cangelosi:
Graceful Degradation Under Noise on Brain Inspired Robot Controllers. 195-204 - Toshiyuki Yamane, Seiji Takeda, Daiju Nakano, Gouhei Tanaka, Ryosho Nakane, Shigeru Nakagawa, Akira Hirose:
Dynamics of Reservoir Computing at the Edge of Stability. 205-212 - Henry Wing Fung Yeung, Guang Liu, Yuk Ying Chung, Eric Liu, Wei-Chang Yeh:
Hybrid Gravitational Search Algorithm with Swarm Intelligence for Object Tracking. 213-221 - Seiji Takeda, Daiju Nakano, Toshiyuki Yamane, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Shigeru Nakagawa:
Photonic Reservoir Computing Based on Laser Dynamics with External Feedback. 222-230 - Akihiro Suzuki, Takashi Morie, Hakaru Tamukoh:
FPGA Implementation of Autoencoders Having Shared Synapse Architecture. 231-239 - Quan Wang, Hakaru Tamukoh, Takashi Morie:
Time-Domain Weighted-Sum Calculation for Ultimately Low Power VLSI Neural Networks. 240-247 - Masatoshi Yamaguchi, Takashi Kato, Quan Wang, Hideyuki Suzuki, Hakaru Tamukoh, Takashi Morie:
A CMOS Unit Circuit Using Subthreshold Operation of MOSFETs for Chaotic Boltzmann Machines. 248-255 - Ryohei P. Hasegawa, Yoshiko Nakamura:
An Attempt of Speed-up of Neurocommunicator, an EEG-Based Communication Aid. 256-263 - Ryota Mori, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Kazuyuki Aihara:
Computational Performance of Echo State Networks with Dynamic Synapses. 264-271
Whole Brain Architecture: Toward a Human Like General Purpose Artificial Intelligence
- Hiroshi Yamakawa, Masahiko Osawa, Yutaka Matsuo:
Whole Brain Architecture Approach Is a Feasible Way Toward an Artificial General Intelligence. 275-281 - Terence D. Sanger:
Learning Visually Guided Risk-Aware Reaching on a Robot Controlled by a GPU Spiking Neural Network. 282-289 - Yuuji Ichisugi, Takashi Sano:
Regularization Methods for the Restricted Bayesian Network BESOM. 290-299 - Takuma Ebisu, Ryutaro Ichise:
Representation of Relations by Planes in Neural Network Language Model. 300-307 - Takashi Omori, Masahiro Miyata:
Modeling of Emotion as a Value Calculation System. 308-315 - Naoya Arakawa, Hiroshi Yamakawa:
The Whole Brain Architecture Initiative. 316-323 - Shinya Sakane, Takashi Hiramatsu, Tetsuo Matsui:
Neural Network for Quantum Brain Dynamics: 4D CP ^1 1 +U(1) Gauge Theory on Lattice and Its Phase Structure. 324-333 - Kotone Itaya, Koichi Takahashi, Masayoshi Nakamura, Moriyoshi Koizumi, Naoya Arakawa, Masaru Tomita, Hiroshi Yamakawa:
BriCA: A Modular Software Platform for Whole Brain Architecture. 334-341 - Masahiko Osawa, Hiroshi Yamakawa, Michita Imai:
An Implementation of Working Memory Using Stacked Half Restricted Boltzmann Machine - Toward to Restricted Boltzmann Machine-Based Cognitive Architecture. 342-350 - Masayoshi Nakamura, Hiroshi Yamakawa:
A Game-Engine-Based Learning Environment Framework for Artificial General Intelligence - Toward Democratic AGI. 351-356
Neurodynamics
- Nobuhiko Wagatsuma, Rüdiger von der Heydt, Ernst Niebur:
Modeling Attention-Induced Reduction of Spike Synchrony in the Visual Cortex. 359-366 - Hao Wang, Ruibin Feng, Chi-Sing Leung:
A Robust TOA Source Localization Algorithm Based on LPNN. 367-375 - Toshitaka Matsuki, Katsunari Shibata:
Reward-Based Learning of a Memory-Required Task Based on the Internal Dynamics of a Chaotic Neural Network. 376-383 - Toshikazu Samura, Yutaka Sakai, Hatsuo Hayashi, Takeshi Aihara:
Roles of Gap Junctions in Organizing Traveling Waves in a Hippocampal CA3 Network Model. 384-392 - Ahmadreza Ahmadi, Jun Tani:
Towards Robustness to Fluctuated Perceptual Patterns by a Deterministic Predictive Coding Model in a Task of Imitative Synchronization with Human Movement Patterns. 393-402 - Masatoshi Sato, Hideharu Toda, Hisashi Aomori, Tsuyoshi Otake, Mamoru Tanaka:
Image Segmentation Using Graph Cuts Based on Maximum-Flow Neural Network. 403-412 - Kunjie Zhu, Junchao Jiang, Bowen Yang, Weizhe Cai, Jian Yang:
Joint Routing and Bitrate Adjustment for DASH Video via Neuro-Dynamic Programming in SDN. 413-420 - Kazuma Makita, Ryuji Sato, Toshimichi Saito:
Stability of Periodic Orbits in Dynamic Binary Neural Networks with Ternary Connection. 421-429 - Sou Nobukawa, Haruhiko Nishimura, Teruya Yamanishi:
Evaluation of Chaotic Resonance by Lyapunov Exponent in Attractor-Merging Type Systems. 430-437
Bioinformatics
- Wasu Kudisthalert, Kitsuchart Pasupa:
Clustering-Based Weighted Extreme Learning Machine for Classification in Drug Discovery Process. 441-450 - Wutthipong Kongburan, Praisan Padungweang, Worarat Krathu, Jonathan H. Chan:
Metabolite Named Entity Recognition: A Hybrid Approach. 451-460 - Suneetha Uppu, Aneesh Krishna:
Improving Strategy for Discovering Interacting Genetic Variants in Association Studies. 461-469 - Xiuming Qiao, Hailong Cao, Tiejun Zhao, Kehai Chen:
Improving Dependency Parsing on Clinical Text with Syntactic Clusters from Web Text. 470-478 - Ahammed Sherief Kizhakkethil Youseph, Madhu Chetty, Gour C. Karmakar:
Exploiting Temporal Genetic Correlations for Enhancing Regulatory Network Optimization. 479-487
Biomedical Engineering
- Hirotaka Kaji, Hisashi Iizuka, Mitsuo Hayashi:
Sleep Stage Prediction Using Respiration and Body-Movement Based on Probabilistic Classifier. 491-500 - Qirun Huo, Jianwu Li, Yao Lu, Ziye Yan:
Removing Ring Artifacts in CBCT Images Using Smoothing Based on Relative Total Variation. 501-509 - Ayse Ecem Bezer, Akira Hirose:
Proposal of a Human Heartbeat Detection/Monitoring System Employing Chirp Z-Transform and Time-Sequential Neural Prediction. 510-516 - Jianwu Li, Jinpeng Zhou, Qiang Tu, Javaria Ikram, Zhengchao Dong:
Fast Dual-Tree Wavelet Composite Splitting Algorithms for Compressed Sensing MRI. 517-525 - Frederico B. Klein, Karla Stépánová, Angelo Cangelosi:
Implementation of a Modular Growing When Required Neural Gas Architecture for Recognition of Falls. 526-534
Data Mining and Cybersecurity Workshop
- Chansu Han, Kento Kono, Shoma Tanaka, Masanori Kawakita, Jun'ichi Takeuchi:
Botnet Detection Using Graphical Lasso with Graph Density. 537-545 - Takeshi Takahashi, Tao Ban, Chin-Wei Tien, Chih-Hung Lin, Daisuke Inoue, Koji Nakao:
The Usability of Metadata for Android Application Analysis. 546-554 - Geong Sen Poh, Kok-Lim Alvin Yau:
Preserving Privacy of Agents in Reinforcement Learning for Distributed Cognitive Radio Networks. 555-562 - Kensuke Miyashita, Yuki Maruno:
Campus Wireless LAN Usage Analysis and Its Applications. 563-569 - Shoma Tanaka, Yuki Kawamura, Masanori Kawakita, Noboru Murata, Jun'ichi Takeuchi:
MDL Criterion for NMF with Application to Botnet Detection. 570-578 - Lei Zhu, Kazushi Ikeda, Paul Pang, Ruibin Zhang, Abdolhossein Sarrafzadeh:
A Brief Review of Spin-Glass Applications in Unsupervised and Semi-supervised Learning. 579-586 - Xi Yang, Kaizhu Huang, Rui Zhang, Amir Hussain:
Learning Latent Features with Infinite Non-negative Binary Matrix Tri-factorization. 587-596 - Shuguang Ding, Xuanyang Xi, Zhiyong Liu, Hong Qiao, Bo Zhang:
A Novel Manifold Regularized Online Semi-supervised Learning Algorithm. 597-605 - Shufei Zhang, Kaizhu Huang:
Learning from Few Samples with Memory Network. 606-614 - Yiming Peng, Gang Chen, Mengjie Zhang, Shaoning Pang:
Generalized Compatible Function Approximation for Policy Gradient Search. 615-622 - Jing Zhao, Shaoning Pang, Bruce Hartill, Abdolhossein Sarrafzadeh:
A Combo Object Model for Maritime Boat Ramps Traffic Monitoring. 623-630
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