{"created":"2025-01-19T01:41:23.891539+00:00","updated":"2025-01-19T08:37:05.982258+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00238270","sets":["6164:6165:7651:11699"]},"path":["11699"],"owner":"44499","recid":"238270","title":["エッジAI活用ハードウェア・ソフトウェア境界技術"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-08-21"},"_buckets":{"deposit":"f1764751-1465-4a55-9593-171456fb078f"},"_deposit":{"id":"238270","pid":{"type":"depid","value":"238270","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"エッジAI活用ハードウェア・ソフトウェア境界技術","author_link":["652474"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"エッジAI活用ハードウェア・ソフトウェア境界技術"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"特別セッション","subitem_subject_scheme":"Other"}]},"item_type_id":"18","publish_date":"2024-08-21","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_18_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"北海道大学"}]},"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/238270/files/IPSJ-DAS2024046.pdf","label":"IPSJ-DAS2024046.pdf"},"date":[{"dateType":"Available","dateValue":"2026-08-21"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-DAS2024046.pdf","filesize":[{"value":"818.5 kB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"0","billingrole":"5"},{"tax":["include_tax"],"price":"0","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"10"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"2b688fd7-c4b2-405e-9b5d-e1062400d723","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2024 by the Information Processing Society of Japan"}]},"item_18_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"安藤, 洸太"}],"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_18_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"チャット AI の商用普及により近年の AI 技術は新たな局面を迎えた．本稿ではこの 10 年の AI 技術を振り返りつつ，筆者が関わってきた AI 活用に関するハードウェア・ソフトウェア境界領域の諸提案を紹介する．まず近代的 AI 技術が行なっている計算処理の意味と構造を見渡す．畳込みと残差接続に収斂すると思われた深層ニューラルネットワークが再び構造の多岐化を始めたいま，ハードウェア的アプローチとしてニアメモリ処理や再構成ハードウェア技術（FPGA および CGRA・ASIC を含む）の知見，並びにそれを支えるソフトウェア基盤技術を広く探訪する．最後にこれをユーザサイドで活用するための進行中研究を簡単に紹介する．","subitem_description_type":"Other"}]},"item_18_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"292","bibliographic_titles":[{"bibliographic_title":"DAシンポジウム2024論文集"}],"bibliographicPageStart":"292","bibliographicIssueDates":{"bibliographicIssueDate":"2024-08-21","bibliographicIssueDateType":"Issued"},"bibliographicVolumeNumber":"2024"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":238270,"links":{}}