2016年度研究業績

学術論文誌

  • Murakami, Y., Koyama, M., Oba, S., Kuroda, S. and Ishii, S. (2017)
    Model-based control of the temporal patterns of intracellular signaling in silico.
    Biophysics and Physicobiology (to appear).
  • Meshgi, K., Maeda, S., Oba, S. and Ishii, S. (2017)
    Constructing a Meta-Tracker using Dropout to Imitate the Behavior of an Arbitrary Black-box Tracker Learning Systems.
    Neural Networks (to appear).
  • Kondo, Y., Hayashi, K., and Maeda, S. (2016)
    Sparse Bayesian linear regression with latent masking variables.
    Neurocomputing (to appear).
  • Shikauchi, Y. and Ishii, S. (2016)
    Robust encoding of scene anticipation during human spatial navigation.
    Scientific Reports, 6, 37599.
  • Naoki, H., Nishiyama, M., Togashi, K., Igarashi, Y., Hong, K. and Ishii, S. (2016)
    Multi-phasic bi-directional chemotactic responses of the growth cone.
    Scientific Reports, to appear.
  • Yamao, M., Aoki, K., Yukinawa, N., Ishii, S., Matsuda, M. and Naoki, H. (2016)
    Two new FRET imaging measures: linearly proportional to and highly contrasting the fraction of active molecules.
    PLoS ONE, to appear.
  • Li, Y., Nakae, K., Ishii, S. and Naoki, H. (2016)
    Uncertainty-dependent Extinction of Fear Memory in an Amygdala-mPFC Neural Circuit Model.
    PLoS Computational Biology 12(9): e1005099.
  • Tsukada, Y., Yamao, M., Naoki, H., Shimowada, T., Ohnishi, N., Kuhara, A., Ishii, S. and Mori, I. (2016)
    Reconstruction of spatial thermal gradient encoded in thermosensory neuron AFD in Caenorhabditis elegans.
    Journal of Neuroscience 36(9), 2571-2581.
  • Kato, K., Uchida, J., Kukita, Y., Kumagai, T., Nishino, K., Inoue, T., Kimura, M., Oba, S., Imamura, F. (2016)
    Numerical indices based on circulating tumor DNA for the evaluation of therapeutic response and disease progression in lung cancer patients.
    Sci Rep. 6:29093.
  • Kamino, K. and Kondo, Y. (2016)
    Rescaling of spatio-temporal sensing in eukaryotic chemotaxis.
    PLoS ONE 11(10): e0164674.
  • Oba, S., Nakae, K., Ikegaya, Y., Aki, S., Yoshimoto, J., and Ishii, S. (2016)
    Empirical Bayesian significance measure of neuronal spike response.
    BMC neuroscience 17 (1).
  • Meshgi, K., Maeda, S.i., Oba, S., Skibbe, H., Li, Y.z. , and Ishii. S. (2016)
    Occlusion Aware Particle Filter Tracker to Handle Complex and Persistent Occlusions using Multiple Feature Fusion.
    Journal of Computer Vision and Image Understanding (to appear)
  • Imamura, F., Uchida, J., Kukita, Y., Kumagai, K., Nishino, K., Inoue, T., Kumura, M., Oba, S., and Kato, K. (2016)
    Monitoring of treatment responses and clonal evolution of tumor cells by circulating tumor DNA of heterogeneous mutant EGFR genes in lung cancer.
    Lung Cancer, 94, pp. 68-73

国際会議

  • Urakubo, H., Aoki, K., Yagishita, S., Kasai, H., Ishii, S.
    The role of adenylate cyclase 1 in reinforcement synaptic plasticity: a modeling and experimental study.
    SfN annual meeting (126.03), San Diego, USA, 2016.11.12-16.
  • Baek, J., Oba, S., Yoshimoto, J., Doya, K. and Ishii, S. (2016)
    Descriptive, generative, and hybrid approaches for neural connectivity inference from neural activity data.
    CNS2016, Jeju island, South Korea
  • Fuchigami, T., Shikauchi, Y., Nakae, K., Shikauchi, M. and Ishii, S. (2016)
    Brain decoding can be improved by diffusion imaging based registration.
    4th AINI 2016 and 14th INCF Nodes Workshop, RIKEN Wako, Japan
  • Meshgi, K., Maeda, S., Oba, S. and Ishii, S. (2016)
    Data-driven Probabilistic Occlusion Mask to Promote Visual Tracking.
    CRV2016, Victoria, Canada.
  • Miyato, T., Maeda, S., Koyama, M., Nakae, K. and Ishii, S. (2016)
    Distributional Smoothing with Virtual Adversarial Training.
    ICLR2016, San Juan, Puerto Rico.

国内会議

  • 矢野泰樹、前田新一
    混合ガウス分布を用いたサンプルクラスタリングに基づく方策探索
    電子情報通信学会技術研究報告IBISML, 116(300), pp.9-15, 京都, 2016.11.16.
  • Urakubo, H., Aoki, K., Yagishita, S., Kasai, H. and Ishii, S.
    Delayed activation of adenylate cyclase 1 as a causality detector of Action-Reward conditioning: Simulation and experiments.
    Neurosciene 2016, Pacifico Yokohama, Yokohama, Japan
  • 村上陽平
    細胞内酵素活性のオンライン制御アルゴリズム
    CREST「生命動態の理解と制御のための基盤技術の創出」研究領域第6回数理デザイン道場, 静岡

講演

  • 前田新一
    統計的学習における学習の限界とは? -深層学習での学習の失敗例とその対策-
    ELC 計算量理論の秋学校2016, 湘南国際村, 神奈川

書籍・解説

  • 牧野 貴樹 (著, 編集) 他 (含 前田新一)
    これからの強化学習.
    森北出版
  • 前田新一
    ビッグデータを対象としたデータマイニングの概要と基礎.
    プラズマ核融合学会誌, 92(5), 334-341, (2016).