Brain Informatics: 12th International Conference, BI 2019, Haikou, China, December 13–15, 2019, Proceedings

280 Pages·2019·29.774 MB·English

by  Peipeng Liang, Vinod Goel, Chunlei Shan

Peipeng Liang
Vinod Goel
Chunlei Shan (Eds.)
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I Brain Informatics
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12th International Conference, BI 2019
Haikou, China, December 13–15, 2019
Proceedings
123
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Lecture Notes in Arti cial Intelligence 11976
Subseries of Lecture Notes in Computer Science
Series Editors
Randy Goebel
University of Alberta, Edmonton, Canada
Yuzuru Tanaka
Hokkaido University, Sapporo, Japan
Wolfgang Wahlster
DFKI and Saarland University, Saarbrücken, Germany
Founding Editor
Jörg Siekmann
DFKI and Saarland University, Saarbrücken, Germany
More information about this series at http://www.springer.com/series/1244
Peipeng Liang Vinod Goel
(cid:129) (cid:129)
Chunlei Shan (Eds.)
Brain Informatics
12th International Conference, BI 2019
–
Haikou, China, December 13 15, 2019
Proceedings
123
Editors
PeipengLiang VinodGoel
Capital NormalUniversity York University
Beijing,China Toronto, ON,Canada
Chunlei Shan
ShanghaiUniversity of Traditional
ChineseMedicine
Shanghai, China
ISSN 0302-9743 ISSN 1611-3349 (electronic)
Lecture Notesin Artificial Intelligence
ISBN 978-3-030-37077-0 ISBN978-3-030-37078-7 (eBook)
https://doi.org/10.1007/978-3-030-37078-7
LNCSSublibrary:SL7–ArtificialIntelligence
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Preface
The International Conference on Brain Informatics (BI) series has established itself as
the world’s premier research conference on Brain Informatics, which is an emerging
interdisciplinaryandmultidisciplinaryresearchfieldwiththevisionofinvestigatingthe
brain from the informatics perspective. Firstly, Brain Informatics combines the efforts
of Neuroscience, Cognitive Science, Machine Learning, Big Data Analytics, Artificial
Intelligence(AI),andInformation andCommunicationTechnology(ICT)tostudythe
brain as a general information processing system. Secondly, new informatics equip-
ments, techniques, and platforms are causing a revolution in understanding the brain.
Thirdly,startingfromitsproposalasafield,thegoalofBrainInformaticsistoinspire
future AI, especially Web Intelligence (WI, i.e. AI in the connected world). BI 2019
provided a premier international forum to bring together researchers and practitioners
fromdiversefieldsforpresentationoforiginalresearchresults,aswellasexchangeand
dissemination of innovative and practical development experiences on Brain Infor-
matics. The main theme of BI 2019 is “Brain Science meets Artificial Intelligence”
with respect to the five tracks: Cognitive and Computational Foundations of Brain
Science; Human Information Processing Systems; Brain Big Data Analytics, Curation
and Management; Informatics Paradigms for Brain and Mental Health Research; and
Brain-Machine Intelligence and Brain-Inspired Computing.
The BI conference series started with the WICI International Workshop on Web
IntelligencemeetsBrainInformatics,heldinBeijing,Chinain2006.The2nd,3rd,4th,
and 5th BI conferences were held in Beijing, China (2009); Toronto, Canada (2010);
Lanzhou, China (2011); and Macau, China (2012), respectively. Since 2013, health
was added to the conference title as Brain Informatics and Health (BIH) with an
emphasisonreal-worldapplicationsofbrainresearchinhumanhealthandwell-being.
The BIH 2013, BIH 2014, BIH 2015, and BIH 2016 were held at Maebashi, Japan;
Warsaw,Poland;London,UK;andOmaha,USA,respectively.In2017,theconference
wentbacktoitsoriginaldesignandvisiontoinvestigatethebrainfromaninformatics
perspective and to promote a brain-inspired information technology revolution. Thus,
theconferencenamewaschangedbacktoBrainInformaticsinBeijing,China,in2017.
In2018,theconferencewas held inArlington,Texas,USA.In2019,thisgrand event
was held in Haikou, China, during December 13–15. The BI 2019 conference was
hosted by Hainan University, and officially sponsored by the Chinese Association for
Artificial Intelligence (CAAI) and Web Intelligence Consortium (WIC).
BI2019solicitedhigh-qualitypapersandkeynotetalkswithworld-classspeakers,a
panel discussion, workshops, and special sessions. BI 2019 involved several world
leaders in brain research and informatic technologies, including Aaron Ciechanover,
Lin Chen, Qionghai Dai,HongkuiZeng,Michael Fox,HeshengLiu, Jing Luo,Tianzi
Jiang,YongHe,andmanyotheroutstandingresearchers.Theseproceedingscontain26
high-quality papers acceptedand presentedatBI 2019, which bridgesscalesthat span
from atoms, to thoughts and behavior, and provides a good sample of state-of-the-art
vi Preface
research advances on Brain Informatics from methodologies, frameworks, techniques,
to applications and case studies.
TheBI2019conferencepromotedmoremultidisciplinarystudiesoninnovativeand
integratedsolutionstoimproveourabilitytounderstandthebrain,andpromotedmore
brain-inspired technologies and BCI systems for important real-world applications. In
recent years, new experimental methods, such as neuroimaging, opto-genetics, and
dense-electrode recording are generating massive amounts of brain data at very fine
spatial and temporal resolutions. The new data fusion and AI methodologies are
welcomedtoenhancehumaninterpretivepowerswhendealingwithbigneuroimaging
data,includingfMRI,PET,MEG,EEG,andfNIRS,aswellasfromothersourceslike
eye-tracking and from wearable, portable, micro, and nano devices. Brain Informatics
research creates and implements various tools to analyze all the data and establish a
more comprehensive understanding of human thought, memory, learning,
decision-making, emotion, consciousness, and social behaviors. These methods and
related studies will also assist in building brain-inspired intelligence, brain-inspired
computing, human-level wisdom-computing paradigms and technologies, and
improving the treatment efficacy of mental health and brain disorders.
We would like to express our gratitude to all BI 2019 Conference Committee
members for their instrumental and unwavering support. BI 2019 had a very exciting
program with a number offeatures, ranging from keynote talks to a panel discussion,
workshops, and special sessions. This would not have been possible without the
generous dedication of the Program Committee members in reviewing the submitted
papers and abstracts, theBI 2019workshop and special session chairs and organizers,
andourkeynotespeakersingivingoutstandingtalksattheconference.BI2019could
not havetaken place without the great team effort of theLocalOrganizing Committee
and generous support from sponsors. Particularly, we would like to show our sincere
apperication to our kind sponsors, including Hainan University, Chinese Association
for Artificial Intelligence, Web Intelligence Consortium, Hainan Provincial Health
Committee, Department of Commerce of Hainan Province, Haikou Municipal Health
Committee, Chinese Society for Cognitive Science, Chinese Psychological Society,
CAAI Technical Committee on Brain Science and Artificial Intelligence, Chinese
Research Hospital Association (CRHA) Medical Imaging and Artificial Intelligence
Branch, Chinese Neuromodulation Society, Chinese Minister of Science and Tech-
nology (Dalian Talent Bank, Foreign Talent Resources), IEEE Computational Intelli-
gence Society, International Neural Network Society, Springers Lecture Notes in
Artificial Intelligence, Hainan Medical University, Hainan Province Enterprise Direc-
tors Association, Hainan Province Enterprise Confederation, Haikou Convention &
Exhibition Industry, Beijing Qingyang Science and Technology Co., Ltd., Beijing
7invensun Technology Co., Ltd., Beijing LongCheng Health Big Data Technology
Co., Ltd., Beijing LongCheng Virtual Business Investment & Management Co., Ltd.,
Beijing LongCheng Natural Science Research Institute, Institute of People’s Health,
Beijing LongCheng Quantum Technology Research Institute, Chang Zhi ASCN
Medicine Group Co., Ltd., Yellow River Bank Preparatory Committee, Zhong Nan
Bank Preparatory Committee, Zhong Yu Wealth (Beijing) Cultural Communication
Co., Ltd., Selfwealth (Beijing) Technology Co., Ltd., Wuhan OE-Bio Co., Ltd., and
Neuracle Technology (Changzhou) Co., Ltd.
Preface vii
SpecialthanksgototheSteeringCommitteeco-chairs,QionghaiDai,NingZhong,
andHanchuanPeng,fortheirhelpinorganizingandpromotingBI2019.Wealsothank
Juzhen Dong for his assistance with the CyberChair system. We are grateful to
SpringerLectureNotesinComputerScience(LNCS)fortheirsponsorshipandsupport.
WethankSpringerfortheirhelpincoordinatingthepublicationofthisspecialvolume
in an emerging and interdisciplinary research field.
December 2019 Peipeng Liang
Vinod Goel
Chunlei Shan
Organization
General Chair
Qingming Luo Hainan University, China
Program Committee Chairs
Peipeng Liang Capital Normal University, China
Vinod Goel York University, Canada
Chunlei Shan Shanghai University of Traditional Chinese Medicine,
China
Organizing Chairs
Xin Lou Chinese PLA General Hospital, China
Nan Ma Beijing Union University, China
Feng Xu Tsinghua University, China
Workshop/Special Session Chairs
Yang Yang Beijing ForestryUniversity,China,andMAEIT,Japan
Mufti Mahmud Nottingham Trent University, UK
Publicity Chairs
Zhiqi Mao Chinese PLA General Hospital, China
M. Shamim Kaiser Jahangirnagar University, Bangladesh
Steering Committee Co-chairs
Qionghai Dai Tsinghua University, China
Ning Zhong Maebashi Institute of Technology, Japan
Hanchuan Peng Allen Institute for Brain Science, USA
Program Committee
Jun Bai InstituteofAutomation,ChineseAcademyofSciences,
China
Weidong Cai The University of Sydney, Australia
Lihong Cao Communication University of China, China
Mirko Cesarini University Milano-Bicocca, Italy
Jianhui Chen Beijing University of Technology, China
x Organization
Denggui Fan University of Science and Technology Beijing, China
Yong Fan University of Pennsylvania, USA
Liheng Bian Beijing Institute of Technology, China
Przemyslaw Biecek University of Warsaw, Poland
Nizar Bouguila Concordia University, Canada
Changquan Long Southwest University, China
Feiyan Chen Zhejiang University, China
Xun Chen UniversityofScienceandTechnologyofChina,China
Gopikrishna Deshpande Auburn University, USA
Hongwei Dong University of Southern California, USA
Lu Fang Tsinghua-Berkeley Shenzhen Institute, China
Mohand-Said Hacid Universite Claude Bernard Lyon 1, France
Bin He Carnegie Mellon University, USA
Hongjian He Zhejiang University, China
Tianzi Jiang InstituteofAutomation,ChineseAcademyofSciences,
China
Colin Johnson University of Kent, UK
Yongjie Li University of Electronic Science and Technology
of China, China
Youjun Li North China University of Technology, China
Feng Liu Harvard Medical School, USA
Ke Liu Chongqing University of Posts
and Telecommunications, China
Tianming Liu University of Georgia, USA
Weifeng Liu China University of Petroleum, China
Yiguang Liu Sichuan University, China
Lucelene Lopes Pontifical Catholic University of Rio Grande do Sul,
Brazil
Roussanka Loukanova Stockholm University, Sweden
Gang Pan Zhejiang University, China
Abdel-Badeeh Salem Ain Shams University, Egypt
Divya Sardana University of Cincinnati, USA
Dominik Slezak University of Warsaw, Poland
Neil Smalheiser University of Illinois, USA
Diego Sona Istituto Italiano di Tecnologia, Italy
Niels Taatgen University of Groningen, The Netherlands
Ryszard Tadeusiewicz AGH University of Science and Technology, Poland
Xiaohui Tao University of Southern Queensland, Australia
Egon L. Van den Broek Utrecht University, The Netherlands
Xiaohong Wan Beijing Normal University, China
Changdong Wang Sun Yat-sen University, China
Guoyin Wang Chongqing University of Posts and
Telecommunications, China
Junkai Wang Tsinghua University, China
Qing Wang Northwestern Polytechnical University, China