Neural Information Processing: 13th International Conference, ICONIP 2006, Hong Kong, China, October 3-6, 2006. Proceedings, Part I PDF
Preview Neural Information Processing: 13th International Conference, ICONIP 2006, Hong Kong, China, October 3-6, 2006. Proceedings, Part I
Lecture Notes in Computer Science 4232 CommencedPublicationin1973 FoundingandFormerSeriesEditors: GerhardGoos,JurisHartmanis,andJanvanLeeuwen EditorialBoard DavidHutchison LancasterUniversity,UK TakeoKanade CarnegieMellonUniversity,Pittsburgh,PA,USA JosefKittler UniversityofSurrey,Guildford,UK JonM.Kleinberg CornellUniversity,Ithaca,NY,USA FriedemannMattern ETHZurich,Switzerland JohnC.Mitchell StanfordUniversity,CA,USA MoniNaor WeizmannInstituteofScience,Rehovot,Israel OscarNierstrasz UniversityofBern,Switzerland C.PanduRangan IndianInstituteofTechnology,Madras,India BernhardSteffen UniversityofDortmund,Germany MadhuSudan MassachusettsInstituteofTechnology,MA,USA DemetriTerzopoulos UniversityofCalifornia,LosAngeles,CA,USA DougTygar UniversityofCalifornia,Berkeley,CA,USA MosheY.Vardi RiceUniversity,Houston,TX,USA GerhardWeikum Max-PlanckInstituteofComputerScience,Saarbruecken,Germany Irwin King Jun Wang Laiwan Chan DeLiang Wang (Eds.) Neural Information Processing 13th International Conference, ICONIP 2006 Hong Kong, China, October 3-6, 2006 Proceedings, Part I 1 3 VolumeEditors IrwinKing LaiwanChan ChineseUniversityofHongKong DepartmentofComputerScienceandEngineering Shatin,NewTerritories,HongKong E-mail:{king,lwchan}@cse.cuhk.edu.hk JunWang ChineseUniversityofHongKong DepartmentofAutomationandComputer-AidedEngineering Shatin,NewTerritories,HongKong E-mail:[email protected] DeLiangWang OhioStateUniversity DepartmentofComputerScienceandEngineering Columbus,Ohio,USA E-mail:[email protected] LibraryofCongressControlNumber:2006933758 CRSubjectClassification(1998):F.1,I.2,I.5,I.4,G.3,J.3,C.2.1,C.1.3,C.3 LNCSSublibrary:SL1–TheoreticalComputerScienceandGeneralIssues ISSN 0302-9743 ISBN-10 3-540-46479-4SpringerBerlinHeidelbergNewYork ISBN-13 978-3-540-46479-2SpringerBerlinHeidelbergNewYork Thisworkissubjecttocopyright.Allrightsarereserved,whetherthewholeorpartofthematerialis concerned,specificallytherightsoftranslation,reprinting,re-useofillustrations,recitation,broadcasting, reproductiononmicrofilmsorinanyotherway,andstorageindatabanks.Duplicationofthispublication orpartsthereofispermittedonlyundertheprovisionsoftheGermanCopyrightLawofSeptember9,1965, initscurrentversion,andpermissionforusemustalwaysbeobtainedfromSpringer.Violationsareliable toprosecutionundertheGermanCopyrightLaw. SpringerisapartofSpringerScience+BusinessMedia springer.com ©Springer-VerlagBerlinHeidelberg2006 PrintedinGermany Typesetting:Camera-readybyauthor,dataconversionbyScientificPublishingServices,Chennai,India Printedonacid-freepaper SPIN:11893028 06/3142 543210 Preface ThisbookanditscompanionvolumesconstitutetheProceedingsofthe13thIn- ternationalConferenceonNeuralInformationProcessing(ICONIP2006)heldin HongKongduringOctober3–6,2006.ICONIPistheannualflagshipconference oftheAsiaPacificNeuralNetworkAssembly(APNNA)withthepasteventsheld inSeoul(1994),Beijing(1995),HongKong(1996),Dunedin(1997),Kitakyushu (1998),Perth(1999),Taejon(2000),Shanghai(2001),Singapore(2002),Istanbul (2003),Calcutta(2004),andTaipei(2005).Overtheyears,ICONIPhasmatured into a well-established series of international conference on neural information processingandrelatedfieldsintheAsiaandPacificregions.Followingthetradi- tion, ICONIP 2006 provided an academic forum for the participants to dissem- inate their new research findings and discuss emerging areas of research.It also createda stimulating environmentfor the participants to interactandexchange information on future challenges and opportunities of neural network research. ICONIP 2006 received 1,175 submissions from about 2,000 authors in 42 countriesandregions(Argentina,Australia,Austria,Bangladesh,Belgium,Brazil, Canada, China, Hong Kong, Macao, Taiwan, Colombia, Costa Rica, Croatia, Egypt, Finland, France, Germany, Greece, India, Iran, Ireland, Israel, Italy, Japan, South Korea, Malaysia, Mexico, New Zealand, Poland, Portugal,Qatar, Romania, Russian Federation, Singapore, South Africa, Spain, Sweden, Thai- land, Turkey, UK, and USA) across six continents (Asia, Europe, North Amer- ica, South America, Africa, and Oceania). Based on rigorous reviews by the Program Committee members and reviewers, 386 high-quality papers were se- lectedforpublicationintheproceedingswiththeacceptanceratebeinglessthan 33%.Thepapersareorganizedin22cohesivesectionscoveringallmajortopicsof neuralnetworkresearchanddevelopment.Inadditiontothecontributedpapers, theICONIP2006technicalprogramincludedtwoplenaryspeechesbyShun-ichi Amari and Russell Eberhart. In addition, the ICONIP 2006 program included invited talks by the leaders of technical co-sponsors such as Wlodzislaw Duch (Presidentofthe EuropeanNeuralNetworkSociety), Vincenzo Piuri(President of the IEEE Computational Intelligence Society), and Shiro Usui (President of the Japanese Neural Network Society), DeLiang Wang (President of the Inter- national Neural Network Society), and Shoujue Wang (President of the China Neural Networks Council). In addition, ICONIP 2006 launched the APNNA Presidential Lecture Series with invited talks by past APNNA Presidents and the K.C. Wong Distinguished Lecture Series with invited talks by eminent Chi- nese scholars. Furthermore, the program also included six excellent tutorials, open to all conference delegates to attend, by Amir Atiya, Russell Eberhart, Mahesan Niranjan, Alex Smola, Koji Tsuda, and Xuegong Zhang. Besides the regularsessions,ICONIP2006alsofeaturedtenspecialsessionsfocusingonsome emerging topics. VI Preface ICONIP 2006wouldnot haveachievedits success without the generous con- tributionsofmanyvolunteersandorganizations.ICONIP2006organizerswould liketoexpresssincerethankstoAPNNAforthesponsorship,totheChinaNeural Networks Council, European Neural Network Society, IEEE Computational In- telligenceSociety,IEEEHongKongSection,InternationalNeuralNetworkSoci- ety, and Japanese Neural Network Society for their technical co-sponsorship,to the Chinese University of Hong Kong for its financial andlogistic supports, and totheK.C.WongEducationFoundationofHongKongforitsfinancialsupport. TheorganizerswouldalsoliketothankthemembersoftheAdvisoryCommittee for their guidance, the members of the International Program Committee and additional reviewers for reviewing the papers, and members of the Publications Committee for checking the accepted papers in a short period of time. Partic- ularly, the organizers would like to thank the proceedings publisher, Springer, forpublishingthe proceedingsinthe prestigiousseriesofLecture Notes in Com- puter Science. Special mention must be made of a group of dedicated students andassociates,HaixuanYang,ZhenjiangLin,ZenglinXu,XiangPeng,PoShan Cheng, and Terence Wong, who worked tirelessly and relentlessly behind the scene to make the mission possible. There are still many more colleagues, asso- ciates, friends, and supporters who helped us in immeasurable ways;we express our sincere thanks to them all. Last but not the least, the organizerswould like to thank all the speakers and authors for their active participation at ICONIP 2006, which made it a great success. October 2006 Irwin King Jun Wang Laiwan Chan DeLiang Wang Organization Organizer The Chinese University of Hong Kong Sponsor Asia Pacific Neural Network Assembly Financial Co-sponsor K.C. Wong Education Foundation of Hong Kong Technical Co-sponsors IEEE Computational Intelligence Society International Neural Network Society European Neural Network Society Japanese Neural Network Society China Neural Networks Council IEEE Hong Kong Section Honorary Chair and Co-chair Lei Xu, Hong Kong Shun-ichi Amari, Japan Advisory Board Walter J. Freeman, USA Nikhil R. Pal, India Toshio Fukuda, Japan Marios M. Polycarpou, USA Kunihiko Fukushima, Japan Shiro Usui, Japan Tom Gedeon, Australia Benjamin W. Wah, USA Zhen-ya He, China Lipo Wang, Singapore Nik Kasabov,New Zealand Shoujue Wang, China Okyay Kaynak, Turkey Paul J. Werbos, USA Anthony Kuh, USA You-Shou Wu, China Sun-Yuan Kung, USA Donald C. Wunsch II, USA Soo-Young Lee, Korea Xin Yao, UK Chin-Teng Lin, Taiwan Yixin Zhong, China Erkki Oja, Finland Jacek M. Zurada, USA VIII Organization General Chair and Co-chair Jun Wang, Hong Kong Laiwan Chan, Hong Kong Organizing Chair Man-Wai Mak, Hong Kong Finance and Registration Chair Kai-Pui Lam, Hong Kong Workshops and Tutorials Chair James Kwok, Hong Kong Publications and Special Sessions Chair and Co-chair Frank H. Leung, Hong Kong Jianwei Zhang, Germany Publicity Chair and Co-chairs Jeffrey Xu Yu, Hong Kong Derong Liu, USA Chris C. Yang, Hong Kong Wlodzislaw Duch, Poland Local Arrangements Chair and Co-chair Andrew Chi-Sing Leung, Hong Kong Eric Yu, Hong Kong Secretary Haixuan Yang, Hong Kong Program Chair and Co-chair Irwin King, Hong Kong DeLiang Wang, USA Organization IX Program Committee Shigeo Abe, Japan Xun Liang, China Peter Andras, UK Yanchun Liang, China Sabri Arik, Turkey Xiaofeng Liao, China Abdesselam Bouzerdoum, Australia Chih-Jen Lin, Taiwan Ke Chen, UK Xiuwen Liu, USA Liang Chen, Canada Bao-Liang Lu, China Luonan Chen, Japan Wenlian Lu, China Zheru Chi, Hong Kong Jinwen Ma, China Sung-Bae Cho, Korea Man-Wai Mak, Hong Kong Sungzoon Cho, Korea Sushmita Mitra, India Seungjin Choi, Korea Paul Pang, New Zealand Andrzej Cichocki, Japan Jagath C. Rajapakse, Singapore Chuangyin Dang, Hong Kong Bertram Shi, Hong Kong Wai-Keung Fung, Canada Daming Shi, Singapore Takeshi Furuhashi, Japan Michael Small, Hong Kong Artur dAvila Garcez, UK Michael Stiber, USA Daniel W.C. Ho, Hong Kong Ponnuthurai N. Suganthan, Singapore Edward Ho, Hong Kong Fuchun Sun, China Sanqing Hu, USA Ron Sun, USA Guang-Bin Huang, Singapore Johan A.K. Suykens, Belgium Kaizhu Huang, China Norikazu Takahashi, Japan Malik Magdon Ismail, USA Michel Verleysen, Belgium Takashi Kanamaru, Japan Si Wu, UK James Kwok, Hong Kong Chris Yang, Hong Kong James Lam, Hong Kong Hujun Yin, UK Kai-Pui Lam, Hong Kong Eric Yu, Hong Kong Doheon Lee, Korea Jeffrey Yu, Hong Kong Minho Lee, Korea Gerson Zaverucha,Brazil Andrew Leung, Hong Kong Byoung-Tak Zhang, Korea Frank Leung, Hong Kong Liqing Zhang, China Yangmin Li, Macau Reviewers Shotaro Akaho Pat Chan M.H. Chu Toshio Akimitsu Samuel Chan Sven Crone Damminda Alahakoon Aiyou Chen Bruce Curry Aimee Betker Hongjun Chen Rohit Dhawan Charles Brown Lihui Chen Deniz Erdogmus Gavin Brown Shu-Heng Chen Ken Ferens Jianting Cao Xue-Wen Chen Robert Fildes Jinde Cao Chong-Ho Choi Tetsuo Furukawa Hyi-Taek Ceong Jin-Young Choi John Q. Gan X Organization Kosuke Hamaguchi Hongtao Lu Yin Tang Yangbo He Xuerong Mao Thomas Trappenberg Steven Hoi Naoki Masuda Chueh-Yung Tsao Pingkui Hou Yicong Meng Satoki Uchiyama Zeng-Guang Hou Zhiqing Meng Feng Wan Justin Huang Yutaka Nakamura Dan Wang Ya-Chi Huang Nicolas Navet Rubin Wang Kunhuang Huarng Raymond Ng Ruiqi Wang Arthur Hsu Rock Ng Yong Wang Kazushi Ikeda Edith Ngai Hua Wen Masumi Ishikawa Minh-Nhut Nguyen Michael K.Y. Wong Jaeseung Jeong Kyosuke Nishida Chunguo Wu Liu Ju Yugang Niu Guoding Wu Christian Jutten YewSoon Ong Qingxiang Wu Mahmoud Kaboudan Neyir Ozcan Wei Wu Sotaro Kawata Keeneth Pao Cheng Xiang Dae-Won Kim Ju H. Park Botong Xu Dong-Hwa Kim Mario Pavone Xu Xu Cleve Ku Renzo Perfetti Lin Yan Shuichi Kurogi Dinh-Tuan Pham Shaoze Yan Cherry Lam Tu-Minh Phuong Simon X. Yang Stanley Lam Libin Rong Michael Yiu Toby Lam Akihiro Sato Junichiro Yoshimoto Hyoung-Joo Lee Xizhong Shen Enzhe Yu Raymond Lee Jinhua Sheng Fenghua Yuan Yuh-Jye Lee Qiang Sheng Huaguang Zhang Chi-Hong Leung Xizhi Shi Jianyu Zhang Bresley Lim Noritaka Shigei Kun Zhang Heui-Seok Lim Hyunjung Shin Liqing Zhang Hsuan-Tien Lin Vimal Singh Peter G. Zhang Wei Lin Vladimir Spinko Ya Zhang Wilfred Lin Robert Stahlbock Ding-Xuan Zhou Rujie Liu Hiromichi Suetant Jian Zhou Xiuxin Liu Jun Sun Jin Zhou Xiwei Liu Yanfeng Sun Jianke Zhu Zhi-Yong Liu Takashi Takenouchi Table of Contents – Part I Neurobiological Modeling and Analysis How Reward Can Induce Reverse Replay of Behavioral Sequences in the Hippocampus.............................................. 1 Colin Molter, Naoyuki Sato, Utku Salihoglu, Yoko Yamaguchi Analysis of Early Hypoxia EEG Based on a Novel Chaotic Neural Network.................................................. 11 Meng Hu, Jiaojie Li, Guang Li, Walter J. Freeman BCM-Type Synaptic Plasticity Model Using a Linear Summation of Calcium Elevations as a Sliding Threshold ........................ 19 Hiroki Kurashige, Yutaka Sakai A New Method for Multiple Spike Train Analysis Based on Information Discrepancy ....................................... 30 Guang-Li Wang, Xue Liu, Pu-Ming Zhang, Pei-Ji Liang Self-organizing Rhythmic Patterns with Spatio-temporal Spikes in Class I and Class II Neural Networks............................. 39 Ryosuke Hosaka, Tohru Ikeguchi, Kazuyuki Aihara Self-organization Through Spike-Timing Dependent Plasticity Using Localized Synfire-Chain Patterns................................... 49 Toshio Akimitsu, Akira Hirose, Yoichi Okabe Comparison of Spike-Train Responses of a Pair of Coupled Neurons Under the External Stimulus ...................................... 59 Wuyin Jin, Zhiyuan Rui, Yaobing Wei, Changfeng Yan Fatigue-Induced Reversed Hemispheric Plasticity During Motor Repetitions: A Brain ElectrophysiologicalStudy ..................... 65 Ling-Fu Meng, Chiu-Ping Lu, Bo-Wei Chen, Ching-Horng Chen Functional Differences Between the Spatio-temporal Learning Rule (STLR) and Hebb Type (HEBB) in Single Pyramidal Cells in the Hippocampal CA1 Area..................................... 72 Minoru Tsukada, Yoshiyuki Yamazaki Ratio of Average Inhibitory to Excitatory Conductance Modulates the Response of Simple Cell ....................................... 82 Akhil R. Garg, Basabi Bhaumik
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