{"created":"2025-01-19T01:29:42.133718+00:00","updated":"2025-01-19T11:16:44.947038+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00230127","sets":["6504:11436:11440"]},"path":["11440"],"owner":"44499","recid":"230127","title":["機能を転移する発達型人工神経回路網の開発の取り組み"],"pubdate":{"attribute_name":"公開日","attribute_value":"2023-02-16"},"_buckets":{"deposit":"20c3d21b-4c81-4fa3-9402-7c7b9bf76306"},"_deposit":{"id":"230127","pid":{"type":"depid","value":"230127","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"機能を転移する発達型人工神経回路網の開発の取り組み","author_link":["619125","619124"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"機能を転移する発達型人工神経回路網の開発の取り組み"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"人工知能と認知科学","subitem_subject_scheme":"Other"}]},"item_type_id":"22","publish_date":"2023-02-16","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_22_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"お茶の水女子大"},{"subitem_text_value":"お茶の水女子大"}]},"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/230127/files/IPSJ-Z85-7U-07.pdf","label":"IPSJ-Z85-7U-07.pdf"},"date":[{"dateType":"Available","dateValue":"2023-11-17"}],"format":"application/pdf","filename":"IPSJ-Z85-7U-07.pdf","filesize":[{"value":"1.2 MB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"a8ea90b5-32ea-479c-901b-9d0c559bed78","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2023 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"岩井, 遥"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"小林, 一郎"}],"nameIdentifiers":[{}]}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_5794","resourcetype":"conference paper"}]},"item_22_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN00349328","subitem_source_identifier_type":"NCID"}]},"item_22_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"従来の深層学習では，個別のタスクに応じてスクラッチから学習を行っており、得られたトポロジーを異なるタスク間で部分的に再利用することはできない。本来，生物はそれまでに得た複数の経験を抽象化し、知識として新たなタスクに適応することができる、これを実現するためには，獲得するネットワーク構造において，部分的に再利用可能なネットワーク構造を含むアーキテクチャが必要となる。本研究では Weight Agnostic NeuralNetworks (WANN) とGrammar Variational Autoen-coderを基盤技術とし、既に獲得した機能のトポロジーの潜在表現から複数の機能を融合した新たな機能を持つ構造を復元する、発達型人工神経回路網 （Devel-opmental Artificial Neural Networks, DANN) の構築を目指す。","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"676","bibliographic_titles":[{"bibliographic_title":"第85回全国大会講演論文集"}],"bibliographicPageStart":"675","bibliographicIssueDates":{"bibliographicIssueDate":"2023-02-16","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2023"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":230127,"links":{}}