2017年度研究業績

Yamada, T., Nishiyama, M., Oba, S., Jimbo, H.C, Ikeda, K., Ishii, S., Hong, K., & Sakumura, Y.(2018).Computational methods for estimating molecular system from membrane potential redordings in neuronal growth cone. Scientific Reports, 8, 4559, doi:10.1038/s41598-018-22506-3
Kondo, Y., Aoki, K., &Ishii, S.(2018). Inverse tissue mechanics of cell monolayer expansion. PLoS Computational Biology,(to appear)
Yamaguchi, S., Naoki, H., Ikeda, M., Tsukada, Y., Nakano, S., Mori, I., & Ishii, S.,(2018). Thermotactic behavioral strategy of C. elegans identified using inverse reinforcement learning. PLoS Computational Biology, (to appear)
Liang, Z., Hamada, Y., Oba, S., & Ishii, S. (2018). Characterization of electroencephalography signals for estimating saliency features in videos. Neural Networks, 105, pp. 52-64.
Takenouchi,T.,Ishii,S.(2017) Binary classifiers ensemble based on Bregman divergence for multi-class classification. Neurocomputing,273(17), 424-434
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 , 14, 29-40.
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)

Meshgi, K., Oba, S., &Ishii, S. (2018). Efficient diverse ensemble for discriminative co-tracking. Computer Vision and Pattern Recoginition 2018(CVPR), (to appear)
Uchida,S.Oba, S., Ishii,S. (2017) Estimation of the change of agents behavioral strategy using state-action history. International Conference on Artificial Neural Networks. ICANN proceeding Part2,100-107
Nishimoto,T.,Morioka,H.,Ishii,S.(2017) Individual identification by resting-state EEG using common dictionary learning.International Conference on Artificial Neural Networks. ICANN proceeding Part1,199-207

2018年度研究業績 - 2017年度研究業績