{"created":"2023-05-15T15:25:04.743103+00:00","id":12564,"links":{},"metadata":{"_buckets":{"deposit":"da127fd0-039c-4f37-b63e-be25e4fee08d"},"_deposit":{"created_by":3,"id":"12564","owners":[3],"pid":{"revision_id":0,"type":"depid","value":"12564"},"status":"published"},"_oai":{"id":"oai:sucra.repo.nii.ac.jp:00012564","sets":["94:426"]},"author_link":["19622","19621","16574","19623"],"item_119_alternative_title_1":{"attribute_name":"タイトル（別言語）","attribute_value_mlt":[{"subitem_alternative_title":"Performance of a Selectively Unsupervised Learning Neural Network"}]},"item_119_biblio_info_8":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"1992","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"75","bibliographic_titles":[{"bibliographic_title":"電子情報通信学会論文誌. D"}]}]},"item_119_date_31":{"attribute_name":"作成日","attribute_value_mlt":[{"subitem_date_issued_datetime":"2007-03-05","subitem_date_issued_type":"Created"}]},"item_119_description_19":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"ニューラルネットワークをパターン認識に適用する場合，学習データ以外の未知のデータに対してもうまく応答する汎化能力が重要である．特にパターン分布が時間と共に変化する動的環境においては，パターン分布の変化に追従して正しく応答する能力(追従能力)が必要となる．本論文では，選択的に評価データを教師なし学習で学習することで，パターン分布が時間的に変化しないような静的なパターン認識においては商い汎化能力を有し，動的なパターン認識においては追従能力を有するニューラルネットフークについて述べている．静的なパターン認識として，雑音を含む排他的論理和問題と手書き漢字認識を行い，本ニューラルネットワークは従来のバックプロバケーションで学習する,3層ニューラルネットフークより，高い汎化能力をもつことを示している．また動的なパターン認識として，直流成分が時間と共に徐々に増加する信号の識別を行い，本ニュ−ラルネットワークが高い追従能力をもつことを示し，静的，動的両面で，本ニューラルネットワークが有効であることを示している．また従来のバックプロパゲーションを用いた階層型ニューラルネットワークは，本ニューラルネットフークの特別な場合という位置付けができる．","subitem_description_type":"Abstract"}]},"item_119_description_21":{"attribute_name":"注記","attribute_value_mlt":[{"subitem_description":"Copyright notice. c1992 IEICE All rights reserved.　「選択的に教師なし学習を行うニューラルネットワーク」宮嶋照行, 長谷川孝明, 羽倉幸雄, 羽石操著, 電子情報通信学会論文誌 D, 1992  Vol.J73-D2 No.1  pp. 137-145 許諾No.07RB0055.","subitem_description_type":"Other"}]},"item_119_description_29":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"subitem_description":"text","subitem_description_type":"Other"}]},"item_119_description_30":{"attribute_name":"フォーマット","attribute_value_mlt":[{"subitem_description":"application/pdf","subitem_description_type":"Other"}]},"item_119_publisher_11":{"attribute_name":"出版者名","attribute_value_mlt":[{"subitem_publisher":"電子情報通信学会"}]},"item_119_source_id_14":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"09151923","subitem_source_identifier_type":"ISSN"}]},"item_119_text_27":{"attribute_name":"版","attribute_value_mlt":[{"subitem_text_value":"[出版社版]"}]},"item_119_text_3":{"attribute_name":"著者 ローマ字","attribute_value_mlt":[{"subitem_text_value":"Hasegawa, Takaaki"},{"subitem_text_value":"Haneishi, Misao"},{"subitem_text_value":"Miyajima, Teruyuki"},{"subitem_text_value":"Hakura, Yukio"}]},"item_119_text_32":{"attribute_name":"アイテムID","attribute_value_mlt":[{"subitem_text_value":"A1002122"}]},"item_119_text_4":{"attribute_name":"著者 所属","attribute_value_mlt":[{"subitem_text_value":"埼玉大学大学院理工学研究科"},{"subitem_text_value":"埼玉大学大学院理工学研究科"}]},"item_119_text_5":{"attribute_name":"著者 所属(別言語)","attribute_value_mlt":[{"subitem_text_value":"Graduate School of Science and Engineering, Saitama University"},{"subitem_text_value":"Graduate School of Science and Engineering, Saitama University"}]},"item_119_text_9":{"attribute_name":"年月次","attribute_value_mlt":[{"subitem_text_value":"1992"}]},"item_119_version_type_28":{"attribute_name":"著者版フラグ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_970fb48d4fbd8a85","subitem_version_type":"VoR"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"長谷川, 孝明"},{"creatorName":"ハセガワ, タカアキ","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"羽石, 操"},{"creatorName":"ハネイシ, ミサオ","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"宮嶋, 照行"},{"creatorName":"ミヤジマ, テルユキ","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"羽倉, 幸雄"},{"creatorName":"ハクラ, ユキオ","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2018-01-24"}],"displaytype":"detail","filename":"A1002122.pdf","filesize":[{"value":"536.1 kB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"A1002122.pdf","url":"https://sucra.repo.nii.ac.jp/record/12564/files/A1002122.pdf"},"version_id":"5891a58b-d75a-4a29-87db-3597dca1291c"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"journal article","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"選択的に教師なし学習を行うニューラルネットワーク","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"選択的に教師なし学習を行うニューラルネットワーク"}]},"item_type_id":"119","owner":"3","path":["426"],"pubdate":{"attribute_name":"公開日","attribute_value":"2007-03-14"},"publish_date":"2007-03-14","publish_status":"0","recid":"12564","relation_version_is_last":true,"title":["選択的に教師なし学習を行うニューラルネットワーク"],"weko_creator_id":"3","weko_shared_id":-1},"updated":"2023-05-16T13:00:13.056969+00:00"}