{"created":"2025-01-19T01:28:45.081279+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00229536","sets":["6504:11436:11437"]},"path":["11437"],"owner":"44499","recid":"229536","title":["エンドポイントデバイス製品へのTinyMLの実装手法及び評価"],"pubdate":{"attribute_name":"公開日","attribute_value":"2023-02-16"},"_buckets":{"deposit":"835481f9-9b87-4cff-bea0-5010728c7531"},"_deposit":{"id":"229536","pid":{"type":"depid","value":"229536","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"エンドポイントデバイス製品へのTinyMLの実装手法及び評価","author_link":["617391"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"エンドポイントデバイス製品へのTinyMLの実装手法及び評価"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"コンピュータシステム","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":"富士電機"}]},"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/229536/files/IPSJ-Z85-1A-04.pdf","label":"IPSJ-Z85-1A-04.pdf"},"date":[{"dateType":"Available","dateValue":"2023-11-17"}],"format":"application/pdf","filename":"IPSJ-Z85-1A-04.pdf","filesize":[{"value":"626.6 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"a27ecbc1-5b7e-4719-bd10-80a0b959dda0","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":"井上, 壮太"}],"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":"近年、機械学習の予測・推論処理のエッジ分散において、エッジコントローラ、ゲートウェイ等より更にコンパクトかつ低コストな機器に搭載することを目的とした、「TinyML」（エンドポイントデバイスにおける小さな機械学習モデルの実行）が注目されている。今回、当社製品へのTinyML搭載を見据え、Pythonの学習済みモデルを組込機器に広く搭載可能なC言語に変換して、実機へデプロイするプロトタイプ開発を行い、その実装手法の確認と評価を行ったので本稿にて報告する。","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"8","bibliographic_titles":[{"bibliographic_title":"第85回全国大会講演論文集"}],"bibliographicPageStart":"7","bibliographicIssueDates":{"bibliographicIssueDate":"2023-02-16","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2023"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":229536,"updated":"2025-01-19T11:31:17.820187+00:00","links":{}}