{"id":164538,"created":"2025-01-19T00:36:20.531408+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00164538","sets":["1164:5352:8620:8757"]},"path":["8757"],"owner":"11","recid":"164538","title":["ショウジョウバエの初期視覚系モデルの比較研究"],"pubdate":{"attribute_name":"公開日","attribute_value":"2016-06-27"},"_buckets":{"deposit":"67dde1ac-f5ab-4fb1-a269-d30a1be0bd82"},"_deposit":{"id":"164538","pid":{"type":"depid","value":"164538","revision_id":0},"owners":[11],"status":"published","created_by":11},"item_title":"ショウジョウバエの初期視覚系モデルの比較研究","author_link":["324330","324332","324333","324334","324335","324336","324331","324337"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"ショウジョウバエの初期視覚系モデルの比較研究"},{"subitem_title":"Model selection of early vision system of <i>Drosophila melanogaster</i>","subitem_title_language":"en"}]},"item_type_id":"4","publish_date":"2016-06-27","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"東京工業大学大学院綜合理工学研究科"},{"subitem_text_value":"Department of Biology, University of Maryland"},{"subitem_text_value":"東京薬科大学生命科学部"},{"subitem_text_value":"東京工業大学情報理工学院"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_publisher":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"情報処理学会","subitem_publisher_language":"ja"}]},"publish_status":"0","weko_shared_id":-1,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/164538/files/IPSJ-BIO16046016.pdf","label":"IPSJ-BIO16046016.pdf"},"date":[{"dateType":"Available","dateValue":"2018-06-27"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-BIO16046016.pdf","filesize":[{"value":"1.1 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"41"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"6571049e-36ad-4966-bcd1-8b65ad9546a8","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2016 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"池田, 英彬"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"鈴木, 力憲"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"森本, 高子"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"青西, 亨"}],"nameIdentifiers":[{}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Hideaki, Ikeda","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Yoshinori, Suzuki","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Takako, Morimoto","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Toru, Aonishi","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA12055912","subitem_source_identifier_type":"NCID"}]},"item_4_textarea_12":{"attribute_name":"Notice","attribute_value_mlt":[{"subitem_textarea_value":"SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc."}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_18gh","resourcetype":"technical report"}]},"item_4_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2188-8590","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"ハエの初期視覚系の動き検知細胞 lobula plate tangential cells(LPTCs) のモデルとして correlation-type モデルがある．correlation-type モデルを改良した複数のモデルがある，それは four-detector (4D) モデル，six-detector (6D) モデル，two-detector (2D) モデルである．ここで，我々はこれら 3 種のモデルの中から LPTC 膜電位応答データに最適なモデルを選択する．我々は交差検証法により各モデルの汎化誤差を導出した．導出した汎化誤差の大小関係について Wilcoxon 符号付き順位検定を行った．交差検証および，最適パラメータの 4D，6D モデルが不合理な性質を持つことにより，我々は 2D モデルを支持する結果を得た．","subitem_description_type":"Other"}]},"item_4_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"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.","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"6","bibliographic_titles":[{"bibliographic_title":"研究報告バイオ情報学（BIO）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2016-06-27","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"16","bibliographicVolumeNumber":"2016-BIO-46"}]},"relation_version_is_last":true,"weko_creator_id":"11"},"updated":"2025-01-20T10:49:00.833837+00:00","links":{}}