{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00191723","sets":["1164:2592:9368:9571"]},"path":["9571"],"owner":"44499","recid":"191723","title":["Parametric ReLU関数を活性化関数として持つニューラルネットワークの多項式関数包囲を構築する方法"],"pubdate":{"attribute_name":"公開日","attribute_value":"2018-11-05"},"_buckets":{"deposit":"d5efc4ff-7a24-4149-bc12-c1f27c9404b9"},"_deposit":{"id":"191723","pid":{"type":"depid","value":"191723","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"Parametric ReLU関数を活性化関数として持つニューラルネットワークの多項式関数包囲を構築する方法","author_link":["443940","443939","443945","443944","443946","443942","443948","443943","443947","443941"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Parametric ReLU関数を活性化関数として持つニューラルネットワークの多項式関数包囲を構築する方法"},{"subitem_title":"How to build a polynomial function enclosure for Neural Networks with parametric rectified linear units","subitem_title_language":"en"}]},"item_type_id":"4","publish_date":"2018-11-05","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"湘南工科大学"},{"subitem_text_value":"湘南工科大学"},{"subitem_text_value":"湘南工科大学"},{"subitem_text_value":"湘南工科大学"},{"subitem_text_value":"湘南工科大学"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Shonan Institute of Technology","subitem_text_language":"en"},{"subitem_text_value":"Shonan Institute of Technology","subitem_text_language":"en"},{"subitem_text_value":"Shonan Institute of Technology","subitem_text_language":"en"},{"subitem_text_value":"Shonan Institute of Technology","subitem_text_language":"en"},{"subitem_text_value":"Shonan Institute of Technology","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/191723/files/IPSJ-AL18170018.pdf","label":"IPSJ-AL18170018.pdf"},"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-AL18170018.pdf","filesize":[{"value":"1.3 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"0","billingrole":"9"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_login","version_id":"4eb8160c-82a4-4166-b858-d8d43e0e864b","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2018 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":"岡崎, 秀晃"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"小澤, 和也"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"磯貝, 海斗"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"橘, 俊宏"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"中野, 秀夫"}],"nameIdentifiers":[{}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Hideaki, Okazaki","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Kazuya, Ozawa","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Kaito, Isogai","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Toshihiro, Tachibana","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Hideo, Nakano","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN1009593X","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":"2188-8566","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"本報告では，Parametric ReLU (PReLU) 関数を活性化関数として持つニューラルネットワークの多項式関数包囲をいかに構築するか議論する．[12] と類似の 2 入力の入力層，4 ノードの隠れ層，1 出力の出力層からなる 3 層のニューラルネットワーク ： 3 層 PReLU NN に注目する．そして，多項式関数 : α₀ + α₁ x₁ + α₂ x₂ +α₃ x₁ x₂  を基礎として，この 3 層 PreLU NN の多項式関数包囲を求める方法を与える．","subitem_description_type":"Other"}]},"item_4_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"In this report we study how to build a polynomial function enclosure for neural networks (NN) with parametric rectified linear units (PReLU). We focus on a three-layer neural network similar to [12] that has two input nodes, four hidden processing nodes, and a single output node. We give a method to obtain a polynomial function enclosure for the three-layer PReLU NN, based on a polynomial function : α₀ + α₁ x₁ + α₂ x₂ +α₃ x₁ x₂ ","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"5","bibliographic_titles":[{"bibliographic_title":"研究報告アルゴリズム（AL）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2018-11-05","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"18","bibliographicVolumeNumber":"2018-AL-170"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":191723,"updated":"2025-01-20T00:26:13.410998+00:00","links":{},"created":"2025-01-19T00:57:32.484382+00:00"}