{"created":"2023-10-20T05:21:04.613010+00:00","id":2000009,"links":{},"metadata":{"_buckets":{"deposit":"0387cbc0-42d2-42af-9d61-8bb8eea2c372"},"_deposit":{"created_by":3,"id":"2000009","owner":"3","owners":[3],"pid":{"revision_id":0,"type":"depid","value":"2000009"},"status":"published"},"_oai":{"id":"oai:iput-o.repo.nii.ac.jp:02000009","sets":["1718614377606:1:1697689950440"]},"author_link":[],"control_number":"2000009","item_10002_alternative_title_1":{"attribute_name":"その他（別言語等）のタイトル","attribute_value_mlt":[{"subitem_alternative_title":"Caliculus of Non-Integer Order and Neural Network (Japanese Edition)","subitem_alternative_title_language":"en"}]},"item_10002_biblio_info_7":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2023-03-31","bibliographicIssueDateType":"Issued"},"bibliographicNumberOfPages":"6","bibliographicPageEnd":"18","bibliographicPageStart":"13","bibliographicVolumeNumber":"1","bibliographic_titles":[{"bibliographic_title":"ダイナミック・クリエイティブ・ナレッジ","bibliographic_titleLang":"ja"},{"bibliographic_title":"Dynamic Creative Knowledge","bibliographic_titleLang":"en"}]}]},"item_10002_description_5":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"一般に広く用いられている微分や積分では階数は整数とされている．例えば，1 階微分dy/dx，2 階微分d2y/dx2，1 階積分 ∫ ydx，である．この階数が実数値をとる非整数階の微積分法は数百年も前から数学的には提案されている．非整数階の微積分法は拡散や履歴現象を記述するのに適していることから，粘弾性物質や流体の動態などを表す際には用いられてきた．昨今，人工知能に用いられるニューラルネットワークの学習過程などに非整数階の微分を用いるとその性能が上がることが知られ，さらに最近，ディープラーニングにも用いた例が報告されている．ここではそれらの事例を簡単に紹介する．","subitem_description_language":"ja","subitem_description_type":"Abstract"}]},"item_10002_full_name_3":{"attribute_name":"著者（英）","attribute_value_mlt":[{"familyNames":[{"familyName":"Murase","familyNameLang":"en"}],"givenNames":[{"givenName":"Kazuyuki","givenNameLang":"ja"}],"names":[{"name":"Murase Kazuyuki","nameLang":"en"}]}]},"item_10002_identifier_registration":{"attribute_name":"ID登録","attribute_value_mlt":[{"subitem_identifier_reg_text":"10.60177/0002000009","subitem_identifier_reg_type":"JaLC"}]},"item_10002_publisher_8":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"大阪国際工科専門職大学","subitem_publisher_language":"ja"},{"subitem_publisher":"International Professional University of Technology in Osaka","subitem_publisher_language":"en"}]},"item_10002_source_id_9":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2758-7320","subitem_source_identifier_type":"ISSN"}]},"item_access_right":{"attribute_name":"アクセス権","attribute_value_mlt":[{"subitem_access_right":"open access","subitem_access_right_uri":"http://purl.org/coar/access_right/c_abf2"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"村瀨 一之","creatorNameLang":"ja"}],"familyNames":[{"familyName":"村瀨","familyNameLang":"ja"}],"givenNames":[{"givenName":"一之","givenNameLang":"ja"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_access","date":[{"dateType":"Available","dateValue":"2023-10-20"}],"filename":"dck_1_murase.pdf","filesize":[{"value":"1.5 MB"}],"format":"application/pdf","licensetype":"license_8","mimetype":"application/pdf","url":{"url":"https://iput-o.repo.nii.ac.jp/record/2000009/files/dck_1_murase.pdf"},"version_id":"79d49e85-9de4-4c1e-a170-8ce28dd13193"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"非整数階微積分","subitem_subject_language":"ja"},{"subitem_subject":"ニューラルネットワーク","subitem_subject_language":"ja"},{"subitem_subject":"最急降下法","subitem_subject_language":"ja"},{"subitem_subject":"誤差逆伝播学習","subitem_subject_language":"ja"},{"subitem_subject":"畳み込みニューラルネットワーク","subitem_subject_language":"ja"},{"subitem_subject":"深層学習","subitem_subject_language":"ja"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"review article","resourceuri":"http://purl.org/coar/resource_type/c_dcae04bc"}]},"item_title":"整数階でない微積分とニューラルネットワーク","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"整数階でない微積分とニューラルネットワーク","subitem_title_language":"ja"}]},"item_type_id":"10002","owner":"3","path":["1697689950440"],"pubdate":{"attribute_name":"公開日","attribute_value":"2023-03-31"},"publish_date":"2023-03-31","publish_status":"0","recid":"2000009","relation_version_is_last":true,"title":["整数階でない微積分とニューラルネットワーク"],"weko_creator_id":"3","weko_shared_id":-1},"updated":"2024-06-14T05:20:11.488304+00:00"}