{"created":"2022-10-19T04:39:29.498299+00:00","id":2003936,"links":{},"metadata":{"_buckets":{"deposit":"bdf1fe8a-d295-42ed-ab93-bd4ff7e37a1d"},"_deposit":{"created_by":17,"id":"2003936","owner":"17","owners":[17],"owners_ext":{"displayname":"repository","username":"repository"},"pid":{"revision_id":0,"type":"depid","value":"2003936"},"status":"published"},"_oai":{"id":"oai:nagoya.repo.nii.ac.jp:02003936","sets":["312:598:599"]},"author_link":[],"item_1615768549627":{"attribute_name":"出版タイプ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_ab4af688f83e57aa","subitem_version_type":"AM"}]},"item_1629683748249":{"attribute_name":"日付","attribute_value_mlt":[{"subitem_date_issued_datetime":"2022-10-19","subitem_date_issued_type":"Available"}]},"item_9_biblio_info_6":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2022-07","bibliographicIssueDateType":"Issued"},"bibliographicPageEnd":"1290","bibliographicPageStart":"1285","bibliographic_titles":[{"bibliographic_title":"DAC '22: Proceedings of the 59th ACM/IEEE Design Automation Conference"}]}]},"item_9_description_4":{"attribute_name":"内容記述","attribute_value_mlt":[{"subitem_description":"With the rapid progress of the integrated nanophotonics technology, the optical neural network (ONN) architecture has been widely investigated. Although the ONN inference is fast, conventional densely connected network structures consume large amounts of power in laser sources. We propose a novel ONN design method that finds an ultrafast, energy-efficient, and accurate ONN structure. The key idea is power-aware edge pruning that derives the near-optimal numbers of edges in the entire network. Optoelectronic circuit simulation demonstrates the correct functional behavior of the ONN. Furthermore, experimental evaluations using tensor-flow show the proposed methods achieved 98.28% power reduction without significant loss of accuracy.","subitem_description_language":"en","subitem_description_type":"Abstract"},{"subitem_description":"DAC '22: 59th ACM/IEEE Design Automation Conference. July 10-14, 2022. San Francisco California","subitem_description_language":"en","subitem_description_type":"Other"}]},"item_9_publisher_32":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"Association for Computing Machinery","subitem_publisher_language":"en"}]},"item_9_relation_43":{"attribute_name":"関連情報","attribute_value_mlt":[{"subitem_relation_type":"isVersionOf","subitem_relation_type_id":{"subitem_relation_type_id_text":"https://doi.org/10.1145/3489517.3530405","subitem_relation_type_select":"DOI"}},{"subitem_relation_type":"isPartOf","subitem_relation_type_id":{"subitem_relation_type_id_text":"978-1-4503-9142-9","subitem_relation_type_select":"ISBN"}}]},"item_9_rights_12":{"attribute_name":"権利","attribute_value_mlt":[{"subitem_rights":"© ACM 2022. This is the author's version of the work. It is posted here for your personal use. Not for redistribution. The definitive Version of Record was published in DAC '22: Proceedings of the 59th ACM/IEEE Design Automation Conference, July 2022, p.1285–1290. http://dx.doi.org/10.1145/3489517.3530405","subitem_rights_language":"en"}]},"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":"Hattori, Naoki","creatorNameLang":"en"}]},{"creatorNames":[{"creatorName":"Masuda, Yutaka","creatorNameLang":"en"}]},{"creatorNames":[{"creatorName":"Ishihara, Tohru","creatorNameLang":"en"}]},{"creatorNames":[{"creatorName":"Shinya, Akihiko","creatorNameLang":"en"}]},{"creatorNames":[{"creatorName":"Notomi, Masaya","creatorNameLang":"en"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_access","date":[{"dateType":"Available","dateValue":"2022-10-19"}],"displaytype":"detail","filename":"DAC_Hattori_submit.pdf","filesize":[{"value":"725 KB"}],"format":"application/pdf","url":{"objectType":"fulltext","url":"https://nagoya.repo.nii.ac.jp/record/2003936/files/DAC_Hattori_submit.pdf"},"version_id":"0c26e087-62f5-42f3-8221-15194f5cfa57"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"eng"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"conference paper","resourceuri":"http://purl.org/coar/resource_type/c_5794"}]},"item_title":"Power-aware pruning for ultrafast, energy-efficient, and accurate optical neural network design","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Power-aware pruning for ultrafast, energy-efficient, and accurate optical neural network design","subitem_title_language":"en"}]},"item_type_id":"40001","owner":"17","path":["599"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2022-10-19"},"publish_date":"2022-10-19","publish_status":"0","recid":"2003936","relation_version_is_last":true,"title":["Power-aware pruning for ultrafast, energy-efficient, and accurate optical neural network design"],"weko_creator_id":"17","weko_shared_id":-1},"updated":"2023-01-16T05:01:32.668017+00:00"}