{"created":"2025-01-19T01:13:33.818841+00:00","updated":"2025-01-19T17:26:25.394542+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00212627","sets":["6164:6165:7651:10646"]},"path":["10646"],"owner":"44499","recid":"212627","title":["ソースフォロワ読み出し・チャージシェアリングにより32 ML & 1024 AL並列で積和演算を行う66 TOPS/W強誘電体FET CiM"],"pubdate":{"attribute_name":"公開日","attribute_value":"2021-08-25"},"_buckets":{"deposit":"275914e9-103a-4531-ac4c-42b64ef58ad7"},"_deposit":{"id":"212627","pid":{"type":"depid","value":"212627","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"ソースフォロワ読み出し・チャージシェアリングにより32 ML & 1024 AL並列で積和演算を行う66 TOPS/W強誘電体FET CiM","author_link":["542797","542796","542793","542799","542795","542792","542794","542798"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"ソースフォロワ読み出し・チャージシェアリングにより32 ML & 1024 AL並列で積和演算を行う66 TOPS/W強誘電体FET CiM"},{"subitem_title":"66 TOPS/W FeFET CiM with Multiply-Accumulate by 32 ML & 1024 AL Parallel Source-follower Read and Charge-sharing","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"ポスター","subitem_subject_scheme":"Other"}]},"item_type_id":"18","publish_date":"2021-08-25","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":"東京大学大学院工学系研究科電気系工学専攻"},{"subitem_text_value":"東京大学大学院工学系研究科電気系工学専攻"},{"subitem_text_value":"東京大学大学院工学系研究科電気系工学専攻"},{"subitem_text_value":"東京大学大学院工学系研究科電気系工学専攻"}]},"item_18_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Dept. of Electrical Engineering and Information Systems, Graduate School of Engineering, The University of Tokyo","subitem_text_language":"en"},{"subitem_text_value":"Dept. of Electrical Engineering and Information Systems, Graduate School of Engineering, The University of Tokyo","subitem_text_language":"en"},{"subitem_text_value":"Dept. of Electrical Engineering and Information Systems, Graduate School of Engineering, The University of Tokyo","subitem_text_language":"en"},{"subitem_text_value":"Dept. of Electrical Engineering and Information Systems, Graduate School of Engineering, The University of Tokyo","subitem_text_language":"en"}]},"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/212627/files/IPSJ-DAS2021012.pdf","label":"IPSJ-DAS2021012.pdf"},"date":[{"dateType":"Available","dateValue":"2023-08-25"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-DAS2021012.pdf","filesize":[{"value":"921.8 kB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"10"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"57e5c01f-9879-4b84-8e08-97953a279e22","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2021 by the Information Processing Society of Japan"}]},"item_18_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"松井, 千尋"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"トープラサートポン, カシディット"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"高木, 信一"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"竹内, 健"}],"nameIdentifiers":[{}]}]},"item_18_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Chihiro, Matsui","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Kasidit, Toprasertpong","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Shinichi, Takagi","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Ken, Takeuchi","creatorNameLang":"en"}],"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":"読み出し電流の On/Off 比が高い強誘電体 FET (FeFET) を用いた，電圧センス型 Computation-in-Memory (CiM) を提案した．AND フラッシュ回路のように接続された複数の FeFET セルに，ニューラルネットワークの重みを保存する．前段の pre-neuron の発火であるニューラルネットワークの入力は FeFET のソースに与える．Phase 1) ソースフォロワ読み出しによって入力と重みの積を 32 本並列に Multiply-line (ML) に読み出し，Phase 2) 1024 本の Accumulate-line (AL) の配線容量を並列にチャージシェアすることで積の結果を合計し，積和演算結果を得る．従来の電流センス型 CiM と異なり，提案の FeFET を用いた電圧センス型 CiM は積演算時に DC 電流が流れず，和演算時に電力を消費しないため，並列に MAC 演算を行うことができ，66 TOPS/W の高スループット・高エネルギー効率を実現できる．","subitem_description_type":"Other"}]},"item_18_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"A voltage-sensing computation-in-memory using ferroelectric FETs (FeFETs) with high on/off current ratio. To store the weights of the neural networks, multiple FeFETs are connected like AND-type flash array. As pre-neurons information of the neural networks, the input is given to the source-line of the FeFET. Multiply-accumulate (MAC) result is obtained by Phase 1) multiplying inputs and weights by source-follower read to 32 multiply-lines (MLs) in parallel and Phase 2) accumulating capacitance of parallel 1024 accumulate-lines (ALs) by charge-sharing. Unlike the conventional current-sensing CiM, DC current flows in multiply-phase, and no active power is consumed in accumulate-phase in the proposed voltage-sensing FeFET CiM. As a result, the proposed FeFET CiM achieves 66 TOPS/W high throughput and high energy efficiency by parallel MAC operation.","subitem_description_type":"Other"}]},"item_18_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"62","bibliographic_titles":[{"bibliographic_title":"DAシンポジウム2021論文集"}],"bibliographicPageStart":"61","bibliographicIssueDates":{"bibliographicIssueDate":"2021-08-25","bibliographicIssueDateType":"Issued"},"bibliographicVolumeNumber":"2021"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":212627,"links":{}}