Development of elemental models for the brain simulator

2010 Fiscal Year Self-evaluation Report

• Project/Area Number: 20300083
• Research Category: Grant-in-Aid for Scientific Research (B)
• Allocation Type: Single-year Grants
• Section: 一般
• Research Field: Sensitivity informatics/Soft computing
• Research Institution: Kyoto University
• Principal Investigator: SHINOMOTO Shigeru Kyoto University, 理学研究科, 准教授 (60187383)
• Project Period (FY): 2008 – 2012
• Keywords: 神経スパイク / スパイク予測

Research Abstract

本研究では将来期待される脳シミュレータの実現のためにその構成要素となるべきニューロンの数理的モデルを構築することを目的として実験との対応,モデル化,解析ツールの提供という点に焦点を絞って取り組んでいる

Research Products

• [Journal Article] Kernel bandwidth optimization in spike rate estimation. (2010)
  • Author(s): H. Shimazaki, S. Shinomoto
  • Journal Title: J.Computational Neuroscience 29 Pages: 171-182
  • Peer Reviewed
• [Journal Article] Made-to-order spiking neuron model equipped with a multi-timescale adaptive threshold. (2009)
  • Author(s): R. Kobayashi, Y. Tsubo, S. Shinomoto
  • Journal Title: Frontiers in Computational Neuroscience 3 Pages: 9
  • Peer Reviewed
• [Journal Article] Relating neuronal firing patterns to functional differentiation of cerebral cortex. (2009)
  • Author(s): S. Shinomoto, H. Kim, T. Shimokawa, N. Matsuno, S. Funahashi, K. Shima, I. Fujita, H. Tamura, T. Doi, K. Kawano, N. Inaba, K. Fukushima, S. Kurkin, K. Kurata, M. Taira, K. Tsutsui, H. Komatsu, T. Ogawa, K.Koida, J. Tanji, K. Toyama
  • Journal Title: PLoS Computational Biology 5 Pages: e1000433
  • Peer Reviewed
• [Presentation] Defining the firing rate for a non-poissonian spike train. (2010)
  • Author(s): Shigeru Shinomoto
  • Organizer: 9th INTERNATIONAL NEURAL CODING WORKSHOP (NC2010)
  • Place of Presentation: Limassol, Cyprus
  • Year and Date: 20101100
• [Presentation] Characterizing neuronal firing with the rate and the irregularity. (2010)
  • Author(s): Shigeru Shinomoto, Hideaki Shimazaki, Takeaki Shimokawa
  • Organizer: Neuro2010 Conference
  • Place of Presentation: Kobe, Japan
  • Year and Date: 20100900
• [Presentation] Predicting spike times of any cortical neuron. (2009)
  • Author(s): Ryota Kobayashi, Yasuhiro Tsubo, Shigeru Shinomoto
  • Organizer: Computational and Systems Neuroscience 2009
  • Place of Presentation: Salt Lake, USA
  • Year and Date: 20090200
• [Book] 脳科学のテーブル (2008)
  • Author(s): 外山敬介・甘利俊一・篠本滋
  • Publisher: 京都大学学術出版会
• [Remarks] ホームページ
  • URL: http://www.ton.scphys.kyoto-u.ac.jp/~shino/