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Development of system identification methods of mesoscopic neurocircuitry based on multi-dimensional imaging data

Planned Research

Project AreaMesoscopic neurocircuitry: towards understanding of the functional and structural basis of brain information processing
Project/Area Number 22115012
Research Category

Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)

Allocation TypeSingle-year Grants
Review Section Biological Sciences
Research InstitutionKyoto University

Principal Investigator

ISHII Shin  京都大学, 情報学研究科, 教授 (90294280)

Co-Investigator(Renkei-kenkyūsha) OBA Shigeyuki  京都大学, 大学院情報学研究科, 講師 (80362838)
MAEDA Shinichi  京都大学, 大学院情報学研究科, 助教 (20379530)
YOSHIMOTO Junichiro  沖縄科学技術大学院大学, 研究員 (10403346)
SAKUMURA Yuichi  愛知県立大学, 情報科学部 情報科学科, 准教授 (50324968)
Project Period (FY) 2010-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥72,410,000 (Direct Cost: ¥55,700,000、Indirect Cost: ¥16,710,000)
Fiscal Year 2014: ¥13,390,000 (Direct Cost: ¥10,300,000、Indirect Cost: ¥3,090,000)
Fiscal Year 2013: ¥14,300,000 (Direct Cost: ¥11,000,000、Indirect Cost: ¥3,300,000)
Fiscal Year 2012: ¥15,080,000 (Direct Cost: ¥11,600,000、Indirect Cost: ¥3,480,000)
Fiscal Year 2011: ¥14,950,000 (Direct Cost: ¥11,500,000、Indirect Cost: ¥3,450,000)
Fiscal Year 2010: ¥14,690,000 (Direct Cost: ¥11,300,000、Indirect Cost: ¥3,390,000)
Keywordsシステム同定 / ベイズ推定 / 超解像 / 構造可視化 / シミュレーション / システム同定法
Outline of Final Research Achievements

We developed a 3D image registration method and a super-resolution method, and applied them to detection of synaptic structure changes during mice motor learning. We also developed a functional connectivity analysis method to identify rats’ neuron-neuron or neuron-glia networks based on functional multi-neuron calcium imaging. We found firing rate of neighboring neurons was elevated after glial activities increased. Similar functional connectivity analysis was performed on calcium imaging on fly larvae motor circuits, and we found there were neural clusters which exhibited different activity phases within larvae motor behaviors.

Report

(6 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Annual Research Report
  • 2012 Annual Research Report
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (59 results)

All 2015 2014 2013 2012 2011 2010 Other

All Journal Article (22 results) (of which Peer Reviewed: 22 results,  Open Access: 4 results,  Acknowledgement Compliant: 2 results) Presentation (35 results) (of which Invited: 9 results) Book (1 results) Remarks (1 results)

  • [Journal Article] Efficient Monte Carlo image analysis for the location of vascular entity.2015

    • Author(s)
      Skibbe, H., Reisert, M., Maeda, S., Koyama, M., Oba, S., Ito, K., & Ishii, S.
    • Journal Title

      IEEE Transactions on Medical Imaging

      Volume: 34 Issue: 2 Pages: 628-643

    • DOI

      10.1109/tmi.2014.2364404

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A computational model of afterimage rotation in the peripheral drift illusion based on retinal ON/OFF responses.2014

    • Author(s)
      Hayashi, Y., Ishii, S., & Urakubo, H.
    • Journal Title

      PLoS ONE

      Volume: 9 Issue: 12 Pages: e115464-e115464

    • DOI

      10.1371/journal.pone.0115464

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Structural differences in gray matter between glider pilots and non-pilots. A voxel-based morphometry study.2014

    • Author(s)
      Ahamed, T., Kawanabe, M., Ishii, S., & Callan, D.
    • Journal Title

      Frontiers in Neurology

      Volume: 5 Pages: 248-248

    • DOI

      10.3389/fneur.2014.00248

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A statistical method of identifying interactions in neuron-glia systems based on functional multicell Ca2+ imaging.2014

    • Author(s)
      Nakae, K., Ikegaya, Y., Ishikawa, T., Oba, S., Urakubo, H., Koyama, M. & Ishii, S.
    • Journal Title

      PLoS Computational Biology

      Volume: 10 Issue: 11 Pages: e1003949-e1003949

    • DOI

      10.1371/journal.pcbi.1003949

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] A critical time window for dopamine actions on the structural plasticity of dendritic spines.2014

    • Author(s)
      Yagishita, S., Hayashi-Takagi, A., Ellis-Davies, G.C.R., Urakubo, H., Ishii, S., & Kasai, H.
    • Journal Title

      Science

      Volume: 345 Issue: 6204 Pages: 1616-1620

    • DOI

      10.1126/science.1255514

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Spiking network simulation code for petascale computers.2014

    • Author(s)
      Kunkel, S., Schmidt, M., Eppler, J.M., Plesser, H.E., Masumoto, G., Igarashi, J., Ishii, S., Fukai, T., Morrison, A., Diesmann, M., & Helias, M.
    • Journal Title

      Frontiers in Neuroinfomatics

      Volume: 8 Pages: 78-78

    • DOI

      10.3389/fninf.2014.00078

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] In vitro reconstitution of a CaMKII memory switch by an NMDA receptor-derived peptide.2014

    • Author(s)
      Urakubo, H., Sato, M., Ishii, S., & Kuroda, S.
    • Journal Title

      Biophysical Journal

      Volume: 106 Issue: 6 Pages: 1414-1420

    • DOI

      10.1016/j.bpj.2014.01.026

    • NAID

      120005434969

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Decoding spatial attention by using cortical currents estimated from electroencephalography with near-infrared spectroscopy prior information2014

    • Author(s)
      Morioka, H., Kanemura, A., Morimoto, S., Yoshioka, T., Oba, S., Kawanabe, M., and Ishii, S.
    • Journal Title

      NeuroImage

      Volume: 90 Pages: 128-139

    • DOI

      10.1016/j.neuroimage.2013.12.035

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Mathematical modeling of neuronal polarization during development2014

    • Author(s)
      Honda Naoki, Shin Ishii
    • Journal Title

      Progress in Molecular Biology and Translational Science

      Volume: 41 Pages: 123-127

    • DOI

      10.1016/b978-0-12-397897-4.00003-6

    • ISBN
      9780123978974
    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Dynamic Regulation of Myosin Light Chain Phosphorylation by Rho-kinase2012

    • Author(s)
      Takako Kaneko-Kawano, Fugo Takasu, Honda Naoki, Yuichi Sakumura, Shin Ishii, Takahiro Ueba, Akinori Eiyama, Aiko Okada, Yoji Kawano, Kenji Suzuki
    • Journal Title

      PLoSONE

      Volume: 7(6) Issue: 6 Pages: 1-10

    • DOI

      10.1371/journal.pone.0039269

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Supercomputer ready for use as discovery machines for neuroscience2012

    • Author(s)
      Helias, M.
    • Journal Title

      Frontiers in Neuroinformatics

      Volume: 6(26) Pages: 1-12

    • DOI

      10.3389/fninf.2012.00026

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Microscopic image rotation based on tensor factorization of rotaed patches2012

    • Author(s)
      Kouno, M
    • Journal Title

      Artificial Life and Robotics

      Volume: 17 Issue: 3-4 Pages: 417-425

    • DOI

      10.1007/s10015-012-0077-6

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Bayesian normalized gaussian network and hierarchical model selection metbod2011

    • Author(s)
      J.Yoshimoto, M.Sato, S.Ishii
    • Journal Title

      Intelligent Automation and Soft Computing

      Volume: 17(1) Issue: 12 Pages: 71-94

    • DOI

      10.1371/journal.pone.0027950

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] High-speed multineuron calcium imaging using Nipkow-type confocal microscopy2011

    • Author(s)
      Takahashi, N., Oba, S., Yukinawa, N., Ujita, S., Mizunuma, M., Matsuki, N.
    • Journal Title

      Current Protocols in Neuroscience

      Volume: 2

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A mutiphysical model of cell migration integrating reaction-diffusion, membrane and cytoskelton2011

    • Author(s)
      S.Nonaka, N.Honda, S.Ishii
    • Journal Title

      Neural Networks

      Volume: 24(11) Pages: 979-989

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Ternary Bradley-Terry model-based decoding for muticlass classfication2011

    • Author(s)
      T.Takenouchi, S.Ishii
    • Journal Title

      Machine Learning

      Volume: 1(24) Issue: 3 Pages: 249-272

    • DOI

      10.1007/s10994-011-5240-0

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Semaphorin 3A induces Ca (V) 2.3 channel-dependent conversion of axons to dendrites2011

    • Author(s)
      Nishiyama, M., Togashi, K., von Schimmelmann, M.J., Lim, C.-J., Maeda, S., Yamshita, N., Goshima, Y., Ishii, S., Hong K
    • Journal Title

      Nature Cell Biology

      Volume: 13(6) Pages: 676-685

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The period of the somite segmentation clock is sensitive to Notch activity2011

    • Author(s)
      W.Kim, T.Matsui, M.Yamao, M.Ishibashi, K.Tamada, T.Takumi, K.Kohno, S.Oba, S.Ishii, Y.Sakumura, Y.Bessho
    • Journal Title

      Molecular Biology of Cell

      Volume: 22(18) Pages: 3541-3549

    • NAID

      120005716660

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 確率システムの立場からの画像情報処理技術2011

    • Author(s)
      前田新一、兼村厚範、石井信
    • Journal Title

      システム制御情報学会誌

      Volume: 55(12) Pages: 532-538

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A diffusion-based neurite length-sensing mechanism involved in neuronal symmetry breaking2010

    • Author(s)
      M.Toriyama, Y.Sakumura, T.Shimada, S.Ishii, N.Inagaki
    • Journal Title

      Molecular Systems Biology

      Volume: 6

    • NAID

      120005830837

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Maximum a posteriori X-ray computed tomography using graph cuts2010

    • Author(s)
      S.Maeda, W.Fukuda, A.Kanemura, S.Ishii
    • Journal Title

      Journal of Physics

      Volume: 233

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Sparse Bayesian learning of filters for efficient image expansion2010

    • Author(s)
      A.Kanemura, S.Maeda, S.Ishii
    • Journal Title

      IEEE Transactions on Image Processing

      Volume: 19(6) Pages: 1480-1490

    • NAID

      120002381088

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Presentation] 外部シグナルに制御される細胞集団移動の数理モデル.2015

    • Author(s)
      村瀬 晃生, 本田 直樹, 石井 信.
    • Organizer
      電子情報通信学会技術研究報告
    • Place of Presentation
      玉川大学(東京都町田市)
    • Year and Date
      2015-03-16 – 2015-03-17
    • Related Report
      2014 Annual Research Report
  • [Presentation] A predictive approach for identifying interactions in neuron-glia systems.2015

    • Author(s)
      Nakae, K., Ikegaya, Y., Ishikawa, T., Oba, S., Urakubo, H., Koyama, M., & Ishii, S.
    • Organizer
      第15回脳と心のメカニズム冬のワークショップ
    • Place of Presentation
      ルスツリゾート(北海道虻田郡)
    • Year and Date
      2015-01-07 – 2015-01-09
    • Related Report
      2014 Annual Research Report
  • [Presentation] 電子顕微鏡連続切片画像のZ方向超解像.2015

    • Author(s)
      内藤 堅志, 大羽 成征, 石井 信.
    • Organizer
      第15回脳と心のメカニズム冬のワークショップ
    • Place of Presentation
      ルスツリゾート(北海道虻田郡)
    • Year and Date
      2015-01-07 – 2015-01-09
    • Related Report
      2014 Annual Research Report
  • [Presentation] A model of Amygdala and mPFC interactions for large resistance to extinction of partially reinforced fear memory.2014

    • Author(s)
      Li, Y., Ishii, S., & Naoki, H.
    • Organizer
      Society for Neuroscience Annual Meeting
    • Place of Presentation
      Washington DC.(United States of America)
    • Year and Date
      2014-11-15 – 2014-11-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] Reconstruction of cellular migrating behavior based on molecular activity.2014

    • Author(s)
      Naoki, H., Yamao, M., & Ishii, S.
    • Organizer
      Flies, worms and robots: combining perspectives on minibrains and behavior
    • Place of Presentation
      Sant Feliu de Guixols(Spain)
    • Year and Date
      2014-11-08 – 2014-11-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] 全脳シミュレーションに向けて:大規模計算技術と大規模構造 マップ.2014

    • Author(s)
      石井 信
    • Organizer
      第7回スーパーコンピュータ「京」と創薬・医療の産学連携セミナー
    • Place of Presentation
      梅田センタービル(大阪府大阪市)
    • Year and Date
      2014-10-17
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Reverse engineering-based methods for elucidating functions of neural systems.2014

    • Author(s)
      Ishii, S.
    • Organizer
      Neuroscience 2014
    • Place of Presentation
      パシフィコ横浜(神奈川県横浜市)
    • Year and Date
      2014-09-11 – 2014-09-13
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] A model of Amygdala-mPFC interaction for resistance to extinction after partial reinforcement fear conditioning.2014

    • Author(s)
      Li, Y., Ishii, S., & Honda, N.
    • Organizer
      Neuroscience 2014
    • Place of Presentation
      パシフィコ横浜(神奈川県横浜市)
    • Year and Date
      2014-09-11 – 2014-09-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] Statistical analysis of global spontaneous activity of central neurons in Drosophilla larvae.2014

    • Author(s)
      Yoon, Y., Nakae, K., Kohsaka, H., Ishii, S., & Nose, A.
    • Organizer
      Neuroscience 2014
    • Place of Presentation
      パシフィコ横浜(神奈川県横浜市)
    • Year and Date
      2014-09-11 – 2014-09-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] Efficient Metropolis-Hasting image analysis for the location of vascular entity.2014

    • Author(s)
      Skibbe, H., Reisert, M., & Ishii, S.
    • Organizer
      36th German Conference on Pattern Recognition, Lecture Notes in Computer Science
    • Place of Presentation
      Munich(Germany)
    • Year and Date
      2014-09-02 – 2014-09-05
    • Related Report
      2014 Annual Research Report
  • [Presentation] System identification and reconstruction of sensory neural activity during thermotaxis behavior of C.2014

    • Author(s)
      Tsukada, Y., Naoki, H., Murase, A., Yamao, M., Shimowada, T., Ohnishi, N., Kuhara, A., Ishii, S., & Mori, I.
    • Organizer
      11th International Congress of Neuroethology
    • Place of Presentation
      札幌コンベンションセンター(北海道札幌市)
    • Year and Date
      2014-07-28 – 2014-08-02
    • Related Report
      2014 Annual Research Report
  • [Presentation] A system identification-based approach to neural systems2014

    • Author(s)
      Ishii, S.
    • Organizer
      Nagoya International Symposium on Neural Circuit
    • Place of Presentation
      名古屋大学(愛知県名古屋市)
    • Year and Date
      2014-03-24
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] チェビシェフ多項式近似を用いた変分ベイズ法による顕微鏡画像の三次元超解像2014

    • Author(s)
      井本康宏, 前田新一, 石井信
    • Organizer
      ニューロコンピューティング研究会
    • Place of Presentation
      玉川大学(東京都町田市)
    • Year and Date
      2014-03-18
    • Related Report
      2013 Annual Research Report
  • [Presentation] 網膜ON/OFF応答の焦点時刻が説明する残像回転錯視2014

    • Author(s)
      林 優一郎, 浦久保 秀俊, 石井 信
    • Organizer
      ニューロコンピューティング研究会
    • Place of Presentation
      玉川大学(東京都町田市)
    • Year and Date
      2014-03-07
    • Related Report
      2013 Annual Research Report
  • [Presentation] 輝度勾配画像における残像回転錯視のモデル2014

    • Author(s)
      林 優一郎, 浦久保 秀俊, 石井 信
    • Organizer
      脳と心のメカニズム 第14回冬のワークショップ
    • Place of Presentation
      ルスツリゾート(北海道虻田郡)
    • Year and Date
      2014-01-08
    • Related Report
      2013 Annual Research Report
  • [Presentation] 画像処理に基づく生命システム同定2013

    • Author(s)
      石井 信
    • Organizer
      第36回分子生物学会ワークショップ
    • Place of Presentation
      神戸国際会議場(兵庫県神戸市)
    • Year and Date
      2013-12-06
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] ベイズ法に基づく顕微鏡画像超解像2013

    • Author(s)
      石井 信
    • Organizer
      第22回日本バイオイメージング学会学術集会
    • Place of Presentation
      東京大学(東京都文京区)
    • Year and Date
      2013-09-15
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] System identification of cellular information processing2013

    • Author(s)
      Ishii, S.
    • Organizer
      IEEEEMBC Workshop on Systems Biology of Cellular Signaling
    • Place of Presentation
      大阪府立国際会議場(大阪府大阪市)
    • Year and Date
      2013-07-03
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] Brain machine interface and decoding in mobile environments2013

    • Author(s)
      Ishii, S.
    • Organizer
      Modeling Neural Activity: Statistics, Dynamical Systems, and Networks
    • Place of Presentation
      Island of Kauai (The United States of America)
    • Year and Date
      2013-06-28
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] カルシウムイメージングデータを用いたグリア・ニューロン回路網のシステム同定 (System identification of glia-neuron networks with calcium imaging data)2013

    • Author(s)
      中江 健, 池谷 裕二, 石井 信
    • Organizer
      Neuro 2013
    • Place of Presentation
      京都国際会館(京都府京都市)
    • Year and Date
      2013-06-21
    • Related Report
      2013 Annual Research Report
  • [Presentation] スキャン式顕微鏡画像時系列のサブフレーム単位レジストレーションについて (Sub-frame-wise image registration for time-lapse scanning microscopy)2013

    • Author(s)
      大羽 成征, 平 理一郎, 田中 康裕, 和氣 弘明, 正水 芳人, 岡田 尚巳, 松崎 政紀, 石井 信
    • Organizer
      Neuro 2013
    • Place of Presentation
      京都国際会館(京都府京都市)
    • Year and Date
      2013-06-21
    • Related Report
      2013 Annual Research Report
  • [Presentation] Network-based BMI: toward brain machine interface in real envionments2013

    • Author(s)
      Ishii, S.
    • Organizer
      IPAM Workshop on Multimodal Neuroimaging
    • Place of Presentation
      University of California, Los Angeles(アメリカ)
    • Year and Date
      2013-03-07
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Presentation] ベイズ推定による顕微鏡画像の深さ推定2013

    • Author(s)
      井本 康宏
    • Organizer
      電子情報通信学会技術報告 ニューロコンピューティング研究会
    • Place of Presentation
      北海道大学(北海道)
    • Year and Date
      2013-01-24
    • Related Report
      2012 Annual Research Report
  • [Presentation] Theoretical model of growth cone for tri-phasic turning2012

    • Author(s)
      本田 直樹
    • Organizer
      第35回日本神経科学大会
    • Place of Presentation
      名古屋国際会議場(愛知県)
    • Year and Date
      2012-09-21
    • Related Report
      2012 Annual Research Report
  • [Presentation] 神経科学におけるシミュレーション方法2012

    • Author(s)
      石井 信
    • Organizer
      第35回日本神経科学大会
    • Place of Presentation
      名古屋国際会議場(愛知県)
    • Year and Date
      2012-09-19
    • Related Report
      2012 Annual Research Report
  • [Presentation] Modeling and simulation of neuronal morphology2012

    • Author(s)
      Ishii, S.
    • Organizer
      Okinawa Computational Neuroscience Course
    • Place of Presentation
      Okinawa Institute of Science and Technology(沖縄県)
    • Year and Date
      2012-06-13
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Presentation] Microscopic image restoration based on tensor factorization of rotated natches2012

    • Author(s)
      M.Kouno, K.Nakae, S.Oba, S.Ishii
    • Organizer
      International Symposium on Artificial Life and Robotics
    • Place of Presentation
      Beppu, Japan
    • Year and Date
      2012-01-20
    • Related Report
      2011 Annual Research Report
  • [Presentation] A sparse regression method to estimate neuronal structure from spike2012

    • Author(s)
      S.Aki, S.Oba, K.Nakae, S.Ishii
    • Organizer
      International Symposium on Artificial Life and Robotics
    • Place of Presentation
      Beppu, Japan
    • Year and Date
      2012-01-20
    • Related Report
      2011 Annual Research Report
  • [Presentation] Motion compensated X-ray CT algorithm for moving objects2011

    • Author(s)
      T.Tanaka, S.Maeda, S.Ishii
    • Organizer
      International Conference on Machine Learning and Applications
    • Place of Presentation
      Honolulu, USA
    • Year and Date
      2011-12-20
    • Related Report
      2011 Annual Research Report
  • [Presentation] 軸索誘導および極性形成の理論的モデル2011

    • Author(s)
      本田直樹、西山誠、Kyonsoo Hong、石井信
    • Organizer
      Neuroscience 2011
    • Place of Presentation
      Yokohama, Japan
    • Year and Date
      2011-09-15
    • Related Report
      2011 Annual Research Report
  • [Presentation] Modeling and simulations of neuronal morphology2011

    • Author(s)
      S.Ishii
    • Organizer
      Neuroinformatics 2011
    • Place of Presentation
      Boston, USA
    • Year and Date
      2011-09-05
    • Related Report
      2011 Annual Research Report
  • [Presentation] Multiple granger causality tests for network structure estimation from time-series data2011

    • Author(s)
      H.Harima, S.Oba, S.Ishii
    • Organizer
      International Symposium on Artificial Life and Robotics
    • Place of Presentation
      Beppu, Japan
    • Year and Date
      2011-01-29
    • Related Report
      2010 Annual Research Report
  • [Presentation] Sparse and low-rank estimation of time-varying Markov networks with alternating direction method of multipliers2010

    • Author(s)
      J.Hirayama, A.Hyvarinen, S.Ishii
    • Organizer
      International Conference on Neural Information Processing
    • Place of Presentation
      Sydney, Australia
    • Year and Date
      2010-11-22
    • Related Report
      2010 Annual Research Report
  • [Presentation] Noise-induced collective migration for neural crest cells2010

    • Author(s)
      M.Yamao, H.Naoki, S.Ishii
    • Organizer
      International Conference on Artificial Neural Networks
    • Place of Presentation
      Thessaloniki, Greece
    • Year and Date
      2010-09-17
    • Related Report
      2010 Annual Research Report
  • [Presentation] A simulation study of visual perceptual learning with attentional signals2010

    • Author(s)
      S.Naito, N.Yukinawa, S.Ishii
    • Organizer
      International Symposium on Artificial Life and Robotics
    • Place of Presentation
      Beppu, Japan
    • Year and Date
      2010-01-29
    • Related Report
      2010 Annual Research Report
  • [Book] 細胞運動のシステム同定. 生体の科学2014

    • Author(s)
      本田 直樹, 山尾 将隆, 石井 信.
    • Publisher
      公益法人金原一郎記念医学医療振興財団/医学書院
    • Related Report
      2014 Annual Research Report
  • [Remarks] 研究代表者(石井信)ホームページ

    • URL

      http://ishiilab.jp/member/ishii/publications/

    • Related Report
      2014 Annual Research Report 2013 Annual Research Report

URL: 

Published: 2010-08-23   Modified: 2018-03-28  

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