{"created":"2023-05-15T12:00:54.810829+00:00","id":7913,"links":{},"metadata":{"_buckets":{"deposit":"f767cdbd-5431-4171-abbc-3e2a78fa7f4d"},"_deposit":{"created_by":3,"id":"7913","owners":[3],"pid":{"revision_id":0,"type":"depid","value":"7913"},"status":"published"},"_oai":{"id":"oai:kyutech.repo.nii.ac.jp:00007913","sets":["8:24"]},"author_link":["22854","34894","30607","30537","6059"],"control_number":"7913","item_21_biblio_info_6":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2023-01-12","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicPageEnd":"014002-7","bibliographicPageStart":"014002-1","bibliographicVolumeNumber":"16","bibliographic_titles":[{"bibliographic_title":"Applied Physics Express"}]}]},"item_21_description_4":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"An Ag2Se nanowire random network was fabricated for application as a data augmentation device and combined with a binary convolutional neural network (BCNN) to achieve high accuracy in voice classification tasks. Due to the nonlinear high-dimensional characteristics resulting from the formation of the conductive filament at the cross junction, the Ag2Se device could transform input data into higher-order multiple signals, thereby enhancing the accuracy of the classification task by augmenting input signals. The results indicate that materials can realize data augmentation with the same performance as software, suggesting that material-based hardware can be used as an elemental technology for information processing.","subitem_description_type":"Abstract"}]},"item_21_description_60":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"subitem_description":"Journal Article","subitem_description_type":"Other"}]},"item_21_link_62":{"attribute_name":"研究者情報","attribute_value_mlt":[{"subitem_link_url":"https://hyokadb02.jimu.kyutech.ac.jp/html/100000641_ja.html"}]},"item_21_publisher_7":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"IOP Publishing"}]},"item_21_relation_12":{"attribute_name":"DOI","attribute_value_mlt":[{"subitem_relation_type":"isIdenticalTo","subitem_relation_type_id":{"subitem_relation_type_id_text":"https://doi.org/10.35848/1882-0786/acae6a","subitem_relation_type_select":"DOI"}}]},"item_21_rights_13":{"attribute_name":"権利","attribute_value_mlt":[{"subitem_rights":"Copyright (c) 2023 The Author(s). Published on behalf of The Japan Society of Applied Physics by IOP Publishing Ltd. Content from this work may be used under the terms of the Creative Commons Attribution 4.0 licence. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI."}]},"item_21_select_59":{"attribute_name":"査読の有無","attribute_value_mlt":[{"subitem_select_item":"yes"}]},"item_21_source_id_8":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"1882-0786","subitem_source_identifier_type":"EISSN"},{"subitem_source_identifier":"1882-0778","subitem_source_identifier_type":"PISSN"}]},"item_21_subject_16":{"attribute_name":"日本十進分類法","attribute_value_mlt":[{"subitem_subject":"547","subitem_subject_scheme":"NDC"}]},"item_21_text_28":{"attribute_name":"論文ID（連携）","attribute_value_mlt":[{"subitem_text_value":"10406427"}]},"item_21_text_63":{"attribute_name":"連携ID","attribute_value_mlt":[{"subitem_text_value":"11089"}]},"item_21_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":"Kotooka,  Takumi","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorAffiliations":[{"affiliationNameIdentifiers":[],"affiliationNames":[{"affiliationName":""}]}],"creatorNames":[{"creatorName":"Tanaka, Yuichiro","creatorNameLang":"en"},{"creatorName":"田中, 悠一朗","creatorNameLang":"ja"},{"creatorName":"タナカ, ユウイチロウ","creatorNameLang":"ja-Kana"}],"familyNames":[{},{},{}],"givenNames":[{},{},{}],"nameIdentifiers":[{},{},{},{},{}]},{"creatorAffiliations":[{"affiliationNameIdentifiers":[],"affiliationNames":[{"affiliationName":""}]}],"creatorNames":[{"creatorName":"Tamukoh, Hakaru","creatorNameLang":"en"},{"creatorName":"田向, 権","creatorNameLang":"ja"},{"creatorName":"タムコウ, ハカル","creatorNameLang":"ja-Kana"}],"familyNames":[{},{},{}],"givenNames":[{},{},{}],"nameIdentifiers":[{},{},{},{},{}]},{"creatorAffiliations":[{"affiliationNameIdentifiers":[],"affiliationNames":[{"affiliationName":""}]}],"creatorNames":[{"creatorName":"Usami, Yuki","creatorNameLang":"en"},{"creatorName":"宇佐美, 雄生","creatorNameLang":"ja"},{"creatorName":"ウサミ, ユウキ","creatorNameLang":"ja-Kana"}],"familyNames":[{},{},{}],"givenNames":[{},{},{}],"nameIdentifiers":[{},{},{},{},{}]},{"creatorAffiliations":[{"affiliationNameIdentifiers":[],"affiliationNames":[{"affiliationName":""}]}],"creatorNames":[{"creatorName":"Tanaka, Hirofumi","creatorNameLang":"en"},{"creatorName":"田中, 啓文","creatorNameLang":"ja"},{"creatorName":"タナカ, ヒロフミ","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":"2023-03-14"}],"displaytype":"detail","filename":"neuro_24.pdf","filesize":[{"value":"1.8 MB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"neuro_24.pdf","url":"https://kyutech.repo.nii.ac.jp/record/7913/files/neuro_24.pdf"},"version_id":"920d0dee-4060-4146-bae1-a9e5bdf1867e"}]},"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":"journal article","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"Random network device fabricated using Ag2Se nanowires for data augmentation with binarized convolutional neural network","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Random network device fabricated using Ag2Se nanowires for data augmentation with binarized convolutional neural network","subitem_title_language":"en"}]},"item_type_id":"21","owner":"3","path":["24"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2023-03-14"},"publish_date":"2023-03-14","publish_status":"0","recid":"7913","relation_version_is_last":true,"title":["Random network device fabricated using Ag2Se nanowires for data augmentation with binarized convolutional neural network"],"weko_creator_id":"3","weko_shared_id":-1},"updated":"2023-10-26T01:16:45.935649+00:00"}