{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00207688","sets":["1164:2036:10071:10403"]},"path":["10403"],"owner":"44499","recid":"207688","title":["R-GCNを用いた算術演算回路の機能推定"],"pubdate":{"attribute_name":"公開日","attribute_value":"2020-11-10"},"_buckets":{"deposit":"53d0720f-f36f-4dee-8384-d71fcaa9279d"},"_deposit":{"id":"207688","pid":{"type":"depid","value":"207688","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"R-GCNを用いた算術演算回路の機能推定","author_link":["519084","519089","519090","519087","519082","519086","519088","519085","519083","519081"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"R-GCNを用いた算術演算回路の機能推定"},{"subitem_title":"R-GCN Based Function Inference for An Arithmetic Circuit","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"ハードウエア実装・設計技術","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2020-11-10","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"熊本大学大学院自然科学教育部"},{"subitem_text_value":" 熊本大学大学院先端科学研究部"},{"subitem_text_value":" 熊本大学大学院先端科学研究部"},{"subitem_text_value":"三菱電機エンジニアリング株式会社"},{"subitem_text_value":"三菱電機エンジニアリング株式会社"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Graduate School of Science and Technology, Kumamoto University","subitem_text_language":"en"},{"subitem_text_value":" Faculty of Advanced Science and Technology, Kumamoto University","subitem_text_language":"en"},{"subitem_text_value":" Faculty of Advanced Science and Technology, Kumamoto University","subitem_text_language":"en"},{"subitem_text_value":" MITSUBISHI ELECTRIC ENGINEERING COMPANY LIMITED","subitem_text_language":"en"},{"subitem_text_value":" MITSUBISHI ELECTRIC ENGINEERING COMPANY LIMITED","subitem_text_language":"en"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"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/207688/files/IPSJ-SLDM20192012.pdf","label":"IPSJ-SLDM20192012.pdf"},"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-SLDM20192012.pdf","filesize":[{"value":"2.3 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"0","billingrole":"10"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_login","version_id":"58e58c9b-79bf-4d2c-aaaf-abab69918e8a","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2020 by the Institute of Electronics, Information and Communication Engineers This SIG report is only available to those in membership of the SIG."}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"藤城, 裕一郎"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"尼崎, 太樹"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"飯田, 全広"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"伊藤, 寛人"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"井戸, 大介"}],"nameIdentifiers":[{}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Yuichiro, Fujishiro","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Motoki, Amagasaki","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Masahiro, Iida","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Hiroto, Ito","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Daisuke, Ido","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA11451459","subitem_source_identifier_type":"NCID"}]},"item_4_textarea_12":{"attribute_name":"Notice","attribute_value_mlt":[{"subitem_textarea_value":"SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc."}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_18gh","resourcetype":"technical report"}]},"item_4_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2188-8639","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"R-GCN (Relational Graph Convolutional Network) はノードとエッジで構成されたグラフ構造を対象とした畳み込みニューラルネットワークモデルの一種であり，有向グラフを入力可能という特徴がある．先行研究ではゲート レベルのネットリストをグラフ化し R-GCN に入力することによる回路の機能推定手法を提案し，単純な算術演算機能である adder，subtractor，multiplier，multiplexer で構成された組み合わせ回路における機能推定を実現した．本研究ではこの手法の汎化性向上のため，算術演算機能の推定結果を利用することでより上位階層の回路機能である FIR および IIR フィルタ，FFT のようなアプリケーションに対する機能推定手法を提案する．","subitem_description_type":"Other"}]},"item_4_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"R-GCN (Relational Graph Convolutional Network) is a convolutional neural network model for graphs consisting of nodes and edges, and is characterized by its ability to input directed graphs. In our previous work, we proposed a method for functional inference of circuits by converting gate-level netlists into graphs and inputting them into R-GCN. As a result, we have realized functional inference in a combinatorial circuit consisting of simple arithmetic functions such as adder, subtractor, multiplier and multiplexer. In order to improve the generalizability of the method, this study proposes a method for function inference for higher-level circuit functions such as FIR and IIR filters and FFTs by using the inference results of arithmetic functions.","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"6","bibliographic_titles":[{"bibliographic_title":"研究報告システムとLSIの設計技術（SLDM）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2020-11-10","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"12","bibliographicVolumeNumber":"2020-SLDM-192"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":207688,"updated":"2025-01-19T19:05:13.675633+00:00","links":{},"created":"2025-01-19T01:09:18.518245+00:00"}