{"updated":"2025-01-19T15:50:50.131063+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00216417","sets":["1:10446:10674"]},"path":["10674"],"owner":"44499","recid":"216417","title":["知能コンピューティング -AIとハードウェアの出会い-：2．確率的コンピューティングの再開拓 -その場学習が可能な極低電力エッジAIに向けて-（EPUB版）"],"pubdate":{"attribute_name":"公開日","attribute_value":"2022-02-15"},"_buckets":{"deposit":"9794650c-71e5-414a-93eb-6fd68e7da5fe"},"_deposit":{"id":"216417","pid":{"type":"depid","value":"216417","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"知能コンピューティング -AIとハードウェアの出会い-：2．確率的コンピューティングの再開拓 -その場学習が可能な極低電力エッジAIに向けて-（EPUB版）","author_link":["558752","558753"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"知能コンピューティング -AIとハードウェアの出会い-：2．確率的コンピューティングの再開拓 -その場学習が可能な極低電力エッジAIに向けて-（EPUB版）"},{"subitem_title":"Intelligent Computing -AI Encounters Hardware-：Re-pioneering Stochastic Computing Towards Low-Power Edge-AI Devices with Inference and Online Learning Abilities","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"特集","subitem_subject_scheme":"Other"}]},"item_type_id":"30","publish_date":"2022-02-15","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_30_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"北海道大学大学院情報科学研究院"}]},"item_30_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Hokkaido Univ.","subitem_text_language":"en"}]},"publish_status":"0","weko_shared_id":44499,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/216417/files/IPSJ-E-MGN630302.epub","label":"IPSJ-E-MGN630302.epub"},"date":[{"dateType":"Available","dateValue":"2024-02-15"}],"format":"application/epub+zip","billing":["billing_file"],"filename":"IPSJ-E-MGN630302.epub","filesize":[{"value":"4.2 MB"}],"mimetype":"application/epub+zip","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"0","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"cf9a6e32-6b99-46c3-904c-ff99a8d0aaa3","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2022 by the Information Processing Society of Japan"}]},"item_30_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"浅井, 哲也"}],"nameIdentifiers":[{}]}]},"item_30_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"ASAI, Tetsuya","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_6501","resourcetype":"article"}]},"item_30_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN00116625","subitem_source_identifier_type":"NCID"}]},"item_30_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"1960年代に提唱された確率的コンピューティング（SC）は，その簡便な論理回路構成・低電力動作の可能性から，さまざまな情報処理に組込まれてようとしてきたが，通常演算とのインタフェースのオーバヘッドの大きさが問題となっていた．この問題を解決するためには，なるべく多くの演算をSCで実行する必用がある．本稿では，多層ニューラルネットにおける推論と学習に関するすべての演算をSCで実行できる例を紹介する．","subitem_description_type":"Other"}]},"item_30_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographic_titles":[{"bibliographic_title":"情報処理"}],"bibliographicIssueDates":{"bibliographicIssueDate":"2022-02-15","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"3","bibliographicVolumeNumber":"63"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"created":"2025-01-19T01:17:03.401885+00:00","id":216417,"links":{}}