{"created":"2023-05-15T11:59:17.826299+00:00","id":5651,"links":{},"metadata":{"_buckets":{"deposit":"480d8baa-9389-42f7-8684-7f17fccf25b1"},"_deposit":{"created_by":3,"id":"5651","owners":[3],"pid":{"revision_id":0,"type":"depid","value":"5651"},"status":"published"},"_oai":{"id":"oai:kyutech.repo.nii.ac.jp:00005651","sets":["15:20"]},"author_link":["22746","22747","126"],"control_number":"5651","item_23_biblio_info_6":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2017-01-19","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"2","bibliographicPageEnd":"128","bibliographicPageStart":"124","bibliographicVolumeNumber":"4","bibliographic_titles":[{"bibliographic_title":"Journal of Robotics, Networking and Artificial Life","bibliographic_titleLang":"en"}]}]},"item_23_description_4":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"This paper presents classification methods for electroencephalography (EEG) signals in imagination of direction measured by a portable EEG headset. In the authors’ previous studies, principal component analysis extracted significant features from EEG signals to construct neural network classifiers. To improve the performance, the authors have implemented a Stacked Autoencoder (SAE) for the classification. The SAE carries out feature extraction and classification in a form of multi-layered neural network. Experimental results showed that the SAE outperformed the previous classifiers.","subitem_description_language":"en","subitem_description_type":"Abstract"}]},"item_23_description_5":{"attribute_name":"内容記述","attribute_value_mlt":[{"subitem_description":"2017 International Conference on Artificial Life and Robotics(ICAROB 2017) , January 19 to 22, 2017, Seagaia Convention Center, Miyazaki, Japan.","subitem_description_type":"Other"}]},"item_23_description_60":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"subitem_description":"Conference Paper","subitem_description_type":"Other"}]},"item_23_link_61":{"attribute_name":"研究者情報","attribute_value_mlt":[{"subitem_link_url":"https://hyokadb02.jimu.kyutech.ac.jp/html/242_ja.html"}]},"item_23_publisher_7":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"Atlantis 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Japan"}]},"item_23_select_59":{"attribute_name":"査読の有無","attribute_value_mlt":[{"subitem_select_item":"yes"}]},"item_23_source_id_8":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2352-6386","subitem_source_identifier_type":"EISSN"}]},"item_23_text_28":{"attribute_name":"論文ID（連携）","attribute_value_mlt":[{"subitem_text_value":"10297976"}]},"item_23_text_37":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"Department of Systems Design and Informatics, Kyushu Institute of Technology"},{"subitem_text_value":"Department of Systems Design and Informatics, Kyushu Institute of Technology"},{"subitem_text_value":"Department of Systems Design and Informatics, Kyushu Institute of Technology"}]},"item_23_text_62":{"attribute_name":"連携ID","attribute_value_mlt":[{"subitem_text_value":"6064"}]},"item_23_version_type_58":{"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":"Tomonaga,  Kenta","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Hayakawa,  Takuya","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorAffiliations":[{"affiliationNameIdentifiers":[],"affiliationNames":[{"affiliationName":"","affiliationNameLang":"ja"}]}],"creatorNames":[{"creatorName":"Kobayashi, Jun","creatorNameLang":"en"},{"creatorName":"小林, 順","creatorNameLang":"ja"},{"creatorName":"コバヤシ, ジュン","creatorNameLang":"ja-Kana"}],"familyNames":[{},{},{}],"givenNames":[{},{},{}],"nameIdentifiers":[{},{},{},{}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2018-07-25"}],"displaytype":"detail","filename":"10297976.pdf","filesize":[{"value":"1.3 MB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"10297976.pdf","url":"https://kyutech.repo.nii.ac.jp/record/5651/files/10297976.pdf"},"version_id":"64b65d84-e20e-49ce-874e-a55453af3e3b"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"electroencephalography","subitem_subject_scheme":"Other"},{"subitem_subject":"stacked autoencoder","subitem_subject_scheme":"Other"},{"subitem_subject":"neural network","subitem_subject_scheme":"Other"},{"subitem_subject":"portable EEG headset","subitem_subject_scheme":"Other"},{"subitem_subject":"imagination of direction","subitem_subject_scheme":"Other"}]},"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":"Experiments on Classification of Electroencephalography (EEG) Signals in Imagination of Direction using Stacked Autoencoder","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Experiments on Classification of Electroencephalography (EEG) Signals in Imagination of Direction using Stacked Autoencoder","subitem_title_language":"en"}]},"item_type_id":"23","owner":"3","path":["20"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2018-07-25"},"publish_date":"2018-07-25","publish_status":"0","recid":"5651","relation_version_is_last":true,"title":["Experiments on Classification of Electroencephalography (EEG) Signals in Imagination of Direction using Stacked Autoencoder"],"weko_creator_id":"3","weko_shared_id":-1},"updated":"2023-10-25T06:17:06.427379+00:00"}