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Junichiro Yoshimoto



Research
  • Bayesian system identification for biochemical reaction systems
  • A signal transduction model of cortico-striatal synaptic plasticity
  • Adaptive state construction for reinforcement learning tasks with high-dimensional sensory inputs

Representative Publications
  • Yoshimoto, J., Doya, K. (2007).
    Bayesian system identification of molecular cascades.
    The 14th International Conference on Neural Information Processing (ICONIP 2007), FAA-5, Kitakyushu, Japan, 13-16 November, 2007.
  • Hirayama, J., Yoshimoto, J., Ishii, S. (2006).
    Balancing plasticity and stability of on-line learning based on hierarchical Bayesian adaptation of forgetting factors.
    Neurocomputing 69(16-18): 1954-1961.
  • Yoshimoto, J., Nishimura, M., Tokita, Y., Ishii, S. (2005).
    Acrobot control by learning the switching of multiple controllers.
    Journal of Artificial Life and Robotics 9(2): 67-71.
  • Magono, M., Yoshimoto, J., Ishii, S., Doya, K. (2005).
    Localization of Cyber Rodent Based on Mixture Kalman Filters.
    2005 International Symposium on Nonlinear Theory and its Applications (NOLTA2005), 401-404, Bruges, Belgium, 18-21 October, 2005.
  • Hirayama, J., Yoshimoto, J., Ishii, S. (2004).
    Cortical representation learning regulated by acetylcholine.
    Neural Networks 17(10): 1391-1400.
  • Yoshimoto, J., Ishii, S. (2004).
    A solving method for MDPs by minimizing variational free energy.
    In Proceedings of 2004 IEEE International Joint Conference on Neural Networks (IJCNN 2004), 3, 1817-1822.


C.V.
  • Academic Background
    • 1998: Bachelor, Faculty of Informatics, Kansai University
    • 2000: Master of Engineering, Graduate School of Information Science, Nara Institute of Science and Technology
    • 2002: Ph.D. of Engineering, Graduate School of Information Science, Nara Institute of Science and Technology
  • Professional Experience
    • 2002: Intern, ATR Human Information Science Laboratories
    • 2002-2004: Postdoctoral Fellow, Core Research for Evolutional Science and Technology, Japan Science and Technology Corporation
    • 2004-: Researcher, Initial Research Project, Okinawa Institute of Science and Technology Promotion Corporation
    • 2004-2006: Adjunct Lecturer, Graduate School of Information Science, Nara Institute of Science and Technology
    • 2006-: Visiting Associate Professor, Graduate School of Information Science, Nara Institute of Science and Technology


Awards
  • 2008: IPSJ Yamashita SIG Research Award

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