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

645 Pages·2016·64.01 MB·English

by  Akira Hirose

Akira Hirose · Seiichi Ozawa
Kenji Doya · Kazushi Ikeda
Minho Lee · Derong Liu (Eds.)
7
4 Neural
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C Information Processing
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23rd International Conference, ICONIP 2016
Kyoto, Japan, October 16–21, 2016
Proceedings, Part I
123
Lecture Notes in Computer Science 9947
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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 I
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 978-3-319-46686-6 ISBN978-3-319-46687-3 (eBook)
DOI 10.1007/978-3-319-46687-3
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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