2014年度研究業績

学術論文誌

  • Hayashi, Y., Ishii, S., & Urakubo, H. (2014).
    A computational model of afterimage rotation in the peripheral drift illusion based on retinal ON/OFF response.
    PLoS ONE, 9(12): e115464.
  • Ahamed, T., Kawanabe, M., Ishii, S., & Callan, D. (2014).
    Structural differences in gray matter between glider pilots and non-pilots. A voxel based morphometry study.
    Frontiers in Neurology 5:248.
  • Skibbe, H., Reisert, M., Maeda, S., Koyama, M., Oba, S., Ito, K., & Ishii, S. (2014).
    Efficient Monte Carlo image analysis for the location of vascular entity.
    IEEE Transactions on Medical Imaging.
  • Nakae, K., Ikegaya, Y., Ishikawa, T., Oba, S., Urakubo, H., Koyama, M. & Ishii, S. (2014).
    A statistical method of identifying interactions in neuron-glia systems based on functional multicell Ca2+ imaging.
    PLoS Computational Biology, 10(11), e1003949.
  • Yagishita, S., Hayashi-Takagi, A., Ellis-Davies, G.C.R., Urakubo, H., Ishii, S., & Kasai, H. (2014).
    A critical time window for dopamine actions on the structural plasticity of dendritic spines.
    Science, 345(6204), 1616-1620.
  • Kunkel, S., Schmidt, M., Eppler, J.M., Plesser, H.E., Masumoto, G., Igarashi, J., Ishii, S., Fukai, T., Morrison, A., Diesmann, M., & Helias, M. (2014).
    Spiking network simulation code for petascale computers.
    Frontiers in Neuroinfomatics 8:78.
  • Murakami, Y. (2014).
    Bayesian Parameter Inference and Model Selection by Population Annealing in Systems Biology.
    PLoS ONE, 9(8): e104057.
  • Naoki, H., & Ishii, S. (2014).
    Mathematical modeling of neuronal polarization during development.
    Progress in Molecular Biology and Translational Science, 41, 123-127.
  • Morioka, H., Kanemura, A., Morimoto, S., Yoshioka, T., Oba, S., Kawanabe, M., & Ishii, S. (2014).
    Decoding spatial attention by using cortical currents estimated from electroencephalography with near-infrared spectroscopy prior information. 
    NeuroImage 90:128-39.
  • 中野太智,前田新一,石井信 (2014)
    状態非依存の方策を用いた新しい強化学習手法の提案.
    システム制御情報学会論文誌, 27(8), pp.327-332.

国際会議

  • Koyamada, S., Shikauchi, Y., Nakae, K., & Ishii, S. (2014).
    Construction of subject-independent brain decoders for human fMRI with deep learning.
    Proceedings of the International Conference on Data Mining, Internet Computing, and Big Data, 60-68.
  • Skibbe, H., Reisert, M., & Ishii, S. (2014).
    Efficient Metropolis-Hasting image analysis for the location of vascular entity.
    Proceedings of the 36th German Conference on Pattern Recognition (GCPR), Lecture Notes in Computer.
  • Kondo Y., Aoki K., and Ishii S. (2015).
    A data assimilation approach for estimating rheological properties of moving cell sheets
    The Third Annual Winter Q-bio Meeting, USA.
  • Koyama M. (2015).
    Inference of stochastic dynamical system from snapshot data
    The Third Annual Winter Q-bio Meeting, USA.
  • Shikauchi, Y. & Ishii, S. (2015).
    Detecting representation of the view expectation in mPFC and posterior parietal cortex
    Computational and Systems Neuroscience (Cosyne), USA.
  • Naoki, H., Yamao, M., and Ishii, S. (2014).
    Reconstruction of cellular migrating behavior based on molecular activity.
    ESF-EMBO Symposium, Flies, worms and robots: combining perspectives on minibrains and behaviour, Spain
  • Yamao, M., Tsukada, Y., Naoki, H., Mori, I., and Ishii, S. (2014).
    Functional identification of thermotactic neural system in C. elegans.
    ESF-EMBO Symposium, Flies, worms and robots: combining perspectives on minibrains and behaviour, Spain

国内会議

  • 村上陽平. (2015)
    粒子スムーザを用いたインスリン時間情報コードのベイズ推定
    生命動態の分子メカニズムと数理 生命動態システム科学四拠点・CREST・PREST合同シンポジウム. 京都
  • 近藤洋平. (2015)
    組織レオロジーの理解に向けたデータ同化アプローチ
    生命動態の分子メカニズムと数理 生命動態システム科学四拠点・CREST・PREST合同シンポジウム. 京都
  • Shikauchi Y, Ishii S. (2015)
    Robust representation of the view expectation during active navigation
    第15回脳と心のメカニズム冬のワークショップ
  • 浦久保秀俊. (2015)
    行動-報酬タイミング依存シナプス可塑性のシグナル伝達モデル
    第15回脳と心のメカニズム冬のワークショップ
  • Nakae K, Ikegaya Y, Ishikawa T, Oba S, Urakubo H, Koyama M, Ishii S. (2015)
    A predictive approach for identifying interactions in neuron-glia systems
    第15回脳と心のメカニズム冬のワークショップ
  • 内橋堅志, 大羽成征, 石井信. (2015)
    電子顕微鏡連続切片画像のZ方向超解像
    第15回脳と心のメカニズム冬のワークショップ
  • Morioka, H., Kanemura, A., Hirayama, J., Shikauchi M., Ogawa, T., Ikeda, S., Kawanabe, M., and Ishii, S.(2015)
    Subject-transfer decoding by learning a common dictionary from multisubject dataset
    10th AEARU Workshop on Computer Science and Web Technology. Tsukuba.
  • Koyamada, S., Shikauchi, Y., Nakae, K., Koyama, M., and Ishii, S.(2015)
    Knowledge Discovery for Nonliner Classifier in Functional Neuroimaging
    10th AEARU Workshop on Computer Science and Web Technology. Tsukuba.
  • Miyato, T., Oba, S., and Ishii, S.(2015)
    A study on knowledge acquisition with artificial neural networks.
    10th AEARU Workshop on Computer Science and Web Technology. Tsukuba.
  • 児玉悠, 大羽成征, 石井信. (2015)
    機械学習を用いた一般生活環境下での行動認識手法の検討 '''電子情報通信学会技術研究報告IBISML''', vol. 114, no. 502, IBISML2014-95, pp. 73-78
  • 東良樹, 鹿内友美, 中村泰, 平山淳一郎, 石井 信.(2015)
    状態遷移モデルを用いた脳磁図信号からの3次元手指運動の再構成.
    電子情報通信学会技術研究報告NC, 114(515), pp. 199-204
  • 渕上卓也, 鹿内学, 鹿内友美, 中江健, 大羽成征, 石井信. (2015)
    拡散テンソル画像を利用した脳機能画像の位置あわせ.
    電子情報通信学会技術研究報告NC, 114(514), pp. 233-237
  • 村瀬晃生, 本田直樹, 石井信.(2015)
    外部シグナルに制御される細胞集団移動の数理モデル.
    電子情報通信学会技術研究報告NC, 114(515), pp. 245-248
  • 近藤洋平(2015)
    定量生物学におけるシステム同定
    定量生物学の会第七回年会, 2015.1.12
  • Morioka, H., Kanemura, A., Hirayama, J., Shikauchi M., Ogawa, T., Ikeda, S., Kawanabe, M., and Ishii, S. (2014)
    Subject-independent BMI through sparse learning of spatial bases common across sessions and subjects
    Neuro2014. Yokohama.
  • Li, Y., Ishii, S., and Naoki, H.(2014)
    A model of Amygdala-mPFC interaction for resistance to extinction after partial reinforcement fear conditioning.
    Neuro2014. Yokohama.
  • Koyamada, S., Shikauchi, Y., Nakae, K., and Ishii, S.(2014)
    Learning the subject-independent discriminative features from the largr-scale fMRI database
    Neuro2014. Yokohama.
  • 近藤洋平、青木一洋、石井信. (2014)
    Characterizing rheological properties of migrating epithelial sheets by a data assimilation approach
    第37回日本分子生物学会年会、横浜
  • Morioka, H., Kanemura, A., Hirayama, J., Ogawa, T., Ikeda, S., Kawanabe, M., and Ishii, S. (2014)
    Subject-independent decoding from EEG through sparse learning of spatial bases common across sessions and subjects.
    INCF Japan Node International Workshop: Advances in Neuroinformatics 2014 (AINI 2014). Wako.
  • Skibbe, H., Ito,K. and Ishii, S. (2014)
    Large-Scale Tracking and Modeling of Neural Networks in 3D Micrographs.
    INCF Japan Node International Workshop: Advances in Neuroinformatics 2014 (AINI 2014). Wako

招待講演

  • 大羽成征
    ガウス過程の基礎と応用
    統計数理研究所公開講座
  • Ishii, S.
    Data-driven brain decoding techniques.
    10th AEARU Workshop on Computer Science and Web Technology. Tsukuba
  • 大羽成征
    経験ベイズ検定による偽陽性制御の方法とその応用
    大阪大学・生命機能数理モデル検討会

解説

  • 前田新一 (2014)
    コントラスティブダイバージェンス法とその周辺
    人工知能学会誌,29(4), pp.366-380.

書籍

  • 杉山将, 井手剛, 神嶌敏弘, 栗田多喜夫, 前田英作. (監訳)
    井尻善久, 井手剛, 岩田具治, 金森敬文, 兼村厚範, 烏山昌幸, 河原吉伸, 木村昭悟, 小西嘉典, 酒井智弥, 鈴木大慈, 竹内一郎, 玉木徹, 出口大輔, 冨岡亮太, 波部斉, 前田新一, 持橋大地, 山田誠. (訳)
    "統計的学習の基礎 - データマイニング・推論・予測 -." 共立出版, (2014).
    Trevor Hastie, Robert Tibshirani and Jerome Friedman. (原著者)
    "The Elements of Statistical Learning - Data Mining, Inference and Prediction -."