Neural Information Processing: 23rd International Conference, ICONIP 2016, Kyoto, Japan, October 16–21, 2016, Proceedings, Part II PDF
Preview Neural Information Processing: 23rd International Conference, ICONIP 2016, Kyoto, Japan, October 16–21, 2016, Proceedings, Part II
Akira Hirose · Seiichi Ozawa Kenji Doya · Kazushi Ikeda Minho Lee · Derong Liu (Eds.) 8 4 Neural 9 9 S C Information Processing N L 23rd International Conference, ICONIP 2016 Kyoto, Japan, October 16–21, 2016 Proceedings, Part II 123 Lecture Notes in Computer Science 9948 Commenced Publication in 1973 Founding and Former Series Editors: Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen Editorial Board David Hutchison Lancaster University, Lancaster, UK Takeo Kanade Carnegie Mellon University, Pittsburgh, PA, USA Josef Kittler University of Surrey, Guildford, UK Jon M. Kleinberg Cornell University, Ithaca, NY, USA Friedemann Mattern ETH Zurich, Zurich, Switzerland John C. Mitchell Stanford University, Stanford, CA, USA Moni Naor Weizmann Institute of Science, Rehovot, Israel C. Pandu Rangan Indian Institute of Technology, Madras, India Bernhard Steffen TU Dortmund University, Dortmund, Germany Demetri Terzopoulos University of California, Los Angeles, CA, USA Doug Tygar University of California, Berkeley, CA, USA Gerhard Weikum Max Planck Institute for Informatics, Saarbrücken, Germany More information about this series at http://www.springer.com/series/7407 Akira Hirose Seiichi Ozawa (cid:129) Kenji Doya Kazushi Ikeda (cid:129) Minho Lee Derong Liu (Eds.) (cid:129) Neural Information Processing 23rd International Conference, ICONIP 2016 – Kyoto, Japan, October 16 21, 2016 Proceedings, Part II 123 Editors AkiraHirose Kazushi Ikeda TheUniversity of Tokyo Nara Institute of Science andTechnology Tokyo Ikoma Japan Japan Seiichi Ozawa Minho Lee Kobe University KyungpookNational University Kobe Daegu Japan Korea (Republicof) KenjiDoya Derong Liu OkinawaInstitute ofScience and ChineseAcademy of Sciences Technology Graduate University Beijing Onna China Japan ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notesin Computer Science ISBN 978-3-319-46671-2 ISBN978-3-319-46672-9 (eBook) DOI 10.1007/978-3-319-46672-9 LibraryofCongressControlNumber:2016953319 LNCSSublibrary:SL1–TheoreticalComputerScienceandGeneralIssues ©SpringerInternationalPublishingAG2016 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbookare believedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsortheeditors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissionsthatmayhavebeenmade. Printedonacid-freepaper ThisSpringerimprintispublishedbySpringerNature TheregisteredcompanyisSpringerInternationalPublishingAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface This volume is part of the four-volume proceedings of the 23rd International Con- ferenceonNeuralInformationProcessing(ICONIP2016)heldinKyoto,Japan,during October 16–21, 2016, which was organized by the Asia-Pacific Neural Network Society (APNNS, http://www.apnns.org/) and the Japanese Neural Network Society (JNNS, http://www.jnns.org/). ICONIP 2016Kyotowas the first annual conference of APNNS, which started in January 2016 as a new society succeeding the Asia-Pacific NeuralNetworkAssembly(APNNA).APNNSaimsatthelocalandglobalpromotion of neural network research and education with an emphasis on diversity in members and cultures, transparency in its operation, and continuity in event organization. The ICONIP 2016 Organizing Committee consists of JNNS board members and interna- tional researchers, who plan and run the conference. Currently,neuralnetworksareattractingtheattentionofmanypeople,notonlyfrom scientific and technological communities but also the general public in relation to the so-called Big Data, TrueNorth (IBM), Deep Learning, AlphaGo (Google DeepMind), aswellasmajorprojectssuchastheSyNAPSEProject(USA,2008),theHumanBrain Project (EU, 2012), and the AIP Project (Japan, 2016). The APNNS’s predecessor, APNNA, promoted fields that were active but also others that were leveling off. APNNShastakenoverthisfunction,andfurtherenhancestheaimofholdingtechnical and scientific events for interaction where even those who have extended the contin- uing fields and moved into new/neighboring areas rejoin and participate in lively discussionstogenerateandcultivatenovel ideas inneuralnetworks andrelated fields. TheICONIP2016KyotoOrganizingCommitteereceived431submissionsfrom38 countries and regions worldwide. Among them, 296 (68.7 %) were accepted for pre- sentation.ThefirstauthorsofpapersthatwerepresentedcamefromJapan(100),China (78), Australia (22), India (13), Korea (12), France (7), Hong Kong (7), Taiwan (7), Malaysia(6),UnitedKingdom(6),Germany(5),NewZealand(5)andothercountries/ regions worldwide. Besides the papers published in these four volumes of the Proceedings, the con- ference technical program includes – Four plenary talks by Kunihiko Fukushima, Mitsuo Kawato, Irwin King, and Sebastian Seung – Four tutorials by Aapo Hyvarinen, Nikola Kazabov, Stephen Scott, and Okito Yamashita, – One Student Best Paper Award evaluation session – Fivespecialsessions,namely,bio-inspired/energy-efficientinformationprocessing, whole-brain architecture, data-driven approach for extracting latent features from multidimensional data, topological and graph-based clustering methods, and deep and reinforcement learning – Twoworkshops:DataMiningandCybersecurityWorkshop2016andWorkshopon Novel Approaches of Systems Neuroscience to Sports and Rehabilitation VI Preface The event also included exhibitions and a technical tour. Kyoto is located in the central part of Honshu, the main island of Japan. Kyoto formerlyflourishedastheimperialcapitalofJapanfor1,000yearsafter794A.D.,and is presently known as “The City of Ten Thousand Shrines.” There are 17 sites (13 temples, three shrines, andonecastle)inKyotothatformpartoftheUNESCOWorld Heritage Listing, named the “Historic Monuments of Ancient Kyoto (Kyoto, Uji and Otsu Cities).” In addition, there are three popular, major festivals (Matsuri) in Kyoto, oneofwhich,“JidaiMatsuri”(TheFestivalofAges),washeldonOctober22,justafter ICONIP 2016. We, the general chair, co-chair, and Program Committee co-chairs, would like to expressoursinceregratitudetoeveryoneinvolvedinmakingtheconferenceasuccess. We wish to acknowledge the support of all the sponsors and supporters of ICONIP 2016, namely, APNNS, JNNS, KDDI, NICT, Ogasawara Foundation, SCAT, as well as Kyoto Prefecture, Kyoto Convention and Visitors Bureau, and Springer. We also thank the keynote, plenary, and invited speakers, the exhibitors, the student paper awardevaluationcommitteemembers,thespecialsessionandworkshoporganizers,as well as all the Organizing Committee members, the reviewers, the conference partic- ipants, and the contributing authors. October 2016 Akira Hirose Seiichi Ozawa Kenji Doya Kazushi Ikeda Minho Lee Derong Liu Organization General Organizing Board JNNS Board Members Honorary Chairs Shun-ichi Amari RIKEN Kunihiko Fukushima Fuzzy Logic Systems Institute Organizing Committee General Chair Akira Hirose The University of Tokyo, Japan General Co-chair Seiichi Ozawa Kobe University, Japan Program Committee Chairs Kenji Doya OIST, Japan Kazushi Ikeda NAIST, Japan Minho Lee Kyungpook National University, Korea Derong Liu Chinese Academy of Science, China Local Arrangements Chairs Hiroaki Nakanishi Kyoto University, Japan Ikuko Nishikawa Ritsumeikan University, Japan Members Toshio Aoyagi Kyoto University, Japan Naoki Honda Kyoto University, Japan Kazushi Ikeda NAIST, Japan VIII Organization Shin Ishii Kyoto University, Japan Katsunori Kitano Ritsumeikan University, Japan Hiroaki Mizuhara Kyoto University, Japan Yoshio Sakurai Doshisha University, Japan Yasuhiro Tsubo Ritsumeikan University, Japan Financial Chair Seiichi Ozawa Kobe University, Japan Member Toshiaki Omori Kobe University, Japan Special Session Chair Kazushi Ikeda NAIST, Japan Workshop/Tutorial Chair Hiroaki Gomi NTT Communication Science Laboratories, Japan Publication Chair Koichiro Yamauchi Chubu University, Japan Members Yutaka Hirata Chubu University, Japan Kay Inagaki Chubu University, Japan Akito Ishihara Chukyo University, Japan Exhibition Chair Tomohiro Shibata Kyushu Institute of Technology, Japan Members Hiroshi Kage Mitsubishi Electric Corporation, Japan Daiju Nakano IBM Research - Tokyo, Japan Takashi Shinozaki NICT, Japan Publicity Chair Yutaka Sakai Tamagawa University, Japan Organization IX Industry Relations Ken-ichi Tanaka Mitsubishi Electric Corporation, Japan Toshiyuki Yamane IBM Research - Tokyo, Japan Sponsorship Chair Ko Sakai University of Tsukuba, Japan Member Susumu Kuroyanagi Nagoya Institute of Technology, Japan General Secretaries Hiroaki Mizuhara Kyoto University, Japan Gouhei Tanaka The University of Tokyo, Japan International Advisory Committee Igor Aizenberg Texas A&M University-Texarkana, USA Sabri Arik Istanbul University, Turkey P. Balasubramaniam Gandhigram Rural Institute, India Eduardo Bayro-Corrochano CINVESTAV, Mexico Jinde Cao Southeast University, China Jonathan Chan King Mongkut’s University of Technology, Thailand Sung-Bae Cho Yonsei University, Korea Wlodzislaw Duch Nicolaus Copernicus University, Poland Tom Gedeon Australian National University, Australia Tingwen Huang Texas A&M University at Qatar, Qatar Nik Kasabov Auckland University of Technology, New Zealand Rhee Man Kil Sungkyunkwan University (SKKU), Korea Irwin King Chinese University of Hong Kong, SAR China James Kwok Hong Kong University of Science and Technology, SAR China Weng Kin Lai Tunku Abdul Rahman University College, Malaysia James Lam The University of Hong Kong, SAR Hong Kong Kittichai Lavangnananda King Mongkut’s University of Technology, Thailand Min-Ho Lee Kyungpoor National University, Korea Soo-Young Lee Korea Advanced Institute of Science and Technology, Korea Andrew Chi-Sing Leung City University of Hong Kong, SAR China Chee Peng Lim University Sains Malaysia, Malaysia Chin-Teng Lin National Chiao Tung University, Taiwan Derong Liu TheInstituteofAutomationoftheChineseAcademyof Sciences (CASIA), China
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