Model Selection of Early Vision System of Drosophila melanogaster

• Item type: Trans(1)
• 公開日: 2016-12-14
• タイトル: Model Selection of Early Vision System of Drosophila melanogaster
• タイトル / 言語: en
• タイトル: Model Selection of Early Vision System of Drosophila melanogaster
• 言語: eng
• キーワード / 主題Scheme: Other
• キーワード / 主題: [オリジナル論文] Fly's motion vision, correlation-type model, model selection, neural coding, Lobula plate tangential cell, elementary motion detector, electrophysiological data
• 資源タイプ / 資源タイプ識別子: http://purl.org/coar/resource_type/c_6501
• 資源タイプ: journal article
• 著者所属: Interdisciplinary Graduate School of Science and Engineering, Tokyo Institute of Technology
• 著者所属: Department of Biology, University of Maryland
• 著者所属: School of Life Science, Tokyo University of Pharmacy and Life Sciences
• 著者所属: School of Computing, Tokyo Institute of Technology
• 著者所属(英): en
• 著者所属(英): Interdisciplinary Graduate School of Science and Engineering, Tokyo Institute of Technology
• 著者所属(英): en
• 著者所属(英): Department of Biology, University of Maryland
• 著者所属(英): en
• 著者所属(英): School of Life Science, Tokyo University of Pharmacy and Life Sciences
• 著者所属(英): en
• 著者所属(英): School of Computing, Tokyo Institute of Technology
• 著者名: Hideaki, Ikeda; Yoshinori, Suzuki; Takako, Morimoto; Toru, Aonishi
• 著者名(英): Hideaki, Ikeda; Yoshinori, Suzuki; Takako, Morimoto; Toru, Aonishi
• 論文抄録 / 内容記述タイプ: Other
• 論文抄録 / 内容記述: Several quantitative models of motion-sensitive neurons called lobula plate tangential cells (LPTCs) in the fly visual system have been proposed: The four-detector (4D), six-detector (6D) models and the two-detector (2D) model. Here, we select the most suitable model from the above three ones by fitting electrophysiological data of LPTCs in responses to motion stimuli. We calculated generalization errors (GEs) of the models by cross-validation method. Due to the result of cross-validation and non-reasonability of the 4D and 6D models fitted to the electrophysiological data, we can select the 2D model.
• 論文抄録(英) / 内容記述タイプ: Other
• 論文抄録(英) / 内容記述: Several quantitative models of motion-sensitive neurons called lobula plate tangential cells (LPTCs) in the fly visual system have been proposed: The four-detector (4D), six-detector (6D) models and the two-detector (2D) model. Here, we select the most suitable model from the above three ones by fitting electrophysiological data of LPTCs in responses to motion stimuli. We calculated generalization errors (GEs) of the models by cross-validation method. Due to the result of cross-validation and non-reasonability of the 4D and 6D models fitted to the electrophysiological data, we can select the 2D model.
• 書誌レコードID / 収録物識別子タイプ: NCID
• 書誌レコードID / 収録物識別子: AA11464803
• 書誌情報: 情報処理学会論文誌数理モデル化と応用（TOM）; 巻 9, 号 3, p. 24-31, 発行日 2016-12-14
• ISSN / 収録物識別子タイプ: ISSN
• ISSN / 収録物識別子: 1882-7780
• 出版者 / 言語: ja
• 出版者: 情報処理学会