2013 Fiscal Year Final Research Report
Generation of information in dynamic brain and the role of chaotic itinerancy
| Project Area | The study on the neural dynamics for understanding communication in terms of complex hetero systems |
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| Project/Area Number |
21120002
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| Research Category |
Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
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| Allocation Type | Single-year Grants |
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| Review Section |
Complex systems
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| Research Institution | Hokkaido University |
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Principal Investigator |
TSUDA Ichiro 北海道大学, 電子科学研究所, 教授 (10207384)
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| Co-Investigator(Kenkyū-buntansha) |
FUJII Hiroshi 京都産業大学, コンピュータ理工学部, 名誉教授 (90065839)
TAKAHASHI Yoichiro 東京大学, 生産技術研究所, 名誉教授 (20033889)
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| Co-Investigator(Renkei-kenkyūsha) |
AOYAGI Toshio 京都大学, 情報学研究科, 准教授 (90252486)
YAMAGUTI Yutaka 北海道大学, 電子科学研究所, 助教 (80507236)
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| Project Period (FY) |
2009-07-23 – 2014-03-31
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| Keywords | カオス的遍歴 / 脳のダイナミクス / ヘテロ力学系 / ランダム力学系 / 第二種自己組織化 / 視覚性幻覚 / 海馬 |
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| Research Abstract |
This research consists of the following three sub-themes: [1] Intra-brain hetero-interactions, [2] hetero-coupled dynamical systems, [3] random dynamical systems. In [1], we established a network model of Hodgkin-Huxley type of neurons, based on which a dynamic associative memory was realized. This model was extended to a model for complex visual hallucination. In [2], we proposed a model for hetero-interactions of dynamical systems, and also a new learning algorithm. In [3], we found a new dynamical system embedded in the data of activity of place neurons in rat hippocampus, such that the probabilities of renewal of dynamics change in time. Furthermore, we proposed a new principle of self-organization as the second order, in which components or elements are differentiated under the constraints at a macroscopic level of system.
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Research Products
(42 results)
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[Presentation] Cantor sets meet the brain2012
Author(s)
I.Tsuda
Organizer
The 5th Shanghai International Symposium on Nonlinear Sciences And Applications, Plenary Talk
Place of Presentation
Shanghai & Yangtze Cruise (China)
Year and Date
20120627-0703
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[Presentation] Cantor sets meet the brain2011
Author(s)
I. Tsuda
Organizer
"Chaos in the brain", Laboratoire ETIS . Equipe NeuroCybernetique . UMR CNRS 8051
Place of Presentation
Universite de Cergy-Pontoise, Cergy-Pontoise (France)
Year and Date
2011-11-29
Invited
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