{"created":"2024-07-19T07:46:48.211443+00:00","id":2000909,"links":{},"metadata":{"_buckets":{"deposit":"8b3f5356-ad4b-4d71-9a98-b512e36d6850"},"_deposit":{"created_by":14,"id":"2000909","owner":"14","owners":[14],"pid":{"revision_id":0,"type":"depid","value":"2000909"},"status":"published"},"_oai":{"id":"oai:kyutech.repo.nii.ac.jp:02000909","sets":["8:24"]},"author_link":["30537","30607","22854","6059"],"item_21_biblio_info_6":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2023-07-21","bibliographicIssueDateType":"Issued"},"bibliographicPageEnd":"5","bibliographicPageStart":"1","bibliographic_titles":[{"bibliographic_title":"2023 IEEE International Symposium on Circuits and Systems (ISCAS)","bibliographic_titleLang":"en"}]}]},"item_21_description_4":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"This study aims to implement a reservoir-based convolutional neural network (CNN) on physical reservoir computing (RC) to develop an efficient image recognition system for edge AI. Therefore, we propose a novel reservoir-based convolution circuit system that uses in-material reservoir computing, a type of physical RC made from a sulfonated polyaniline network. The experimental results demonstrate that the proposed circuit system extracts image features in the same way as the original CNN and that a reservoir-based CNN on the in-material RC achieves an accuracy rate of 81.7% in an image classification task while an echo state network-based CNN achieves 87.7%.","subitem_description_language":"en","subitem_description_type":"Abstract"}]},"item_21_description_5":{"attribute_name":"備考","attribute_value_mlt":[{"subitem_description":"2023 IEEE International Symposium on Circuits and Systems (ISCAS), 21-25 May 2023, Monterey, CA, USA","subitem_description_language":"en","subitem_description_type":"Other"}]},"item_21_publisher_7":{"attribute_name":"出版社","attribute_value_mlt":[{"subitem_publisher":"IEEE"}]},"item_21_relation_12":{"attribute_name":"DOI","attribute_value_mlt":[{"subitem_relation_type":"isVersionOf","subitem_relation_type_id":{"subitem_relation_type_id_text":"https://doi.org/10.1109/ISCAS46773.2023.10181436","subitem_relation_type_select":"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":"0271-4302","subitem_source_identifier_type":"PISSN"},{"subitem_source_identifier":"2158-1525","subitem_source_identifier_type":"EISSN"}]},"item_21_version_type_58":{"attribute_name":"出版タイプ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_ab4af688f83e57aa","subitem_version_type":"AM"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Tanaka, 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雄生","creatorNameLang":"ja"}],"familyNames":[{},{}],"givenNames":[{},{}],"nameIdentifiers":[{"nameIdentifier":"30607","nameIdentifierScheme":"WEKO"},{"nameIdentifier":"60878437","nameIdentifierScheme":"e-Rad","nameIdentifierURI":"https://nrid.nii.ac.jp/ja/nrid/1000060878437"},{"nameIdentifier":"7005662314","nameIdentifierScheme":"Scopus著者ID","nameIdentifierURI":"https://www.scopus.com/authid/detail.uri?authorId=7005662314"},{"nameIdentifier":"0000-0002-8583-325X","nameIdentifierScheme":"ORCiD","nameIdentifierURI":"https://orcid.org/0000-0002-8583-325X"},{"nameIdentifier":"100001328","nameIdentifierScheme":"九工大研究者情報","nameIdentifierURI":"https://hyokadb02.jimu.kyutech.ac.jp/html/##_ja.html"}]},{"creatorNames":[{"creatorName":"Tanaka, Hirofumi","creatorNameLang":"en"},{"creatorName":"田中, 啓文","creatorNameLang":"ja"}],"familyNames":[{},{}],"givenNames":[{},{}],"nameIdentifiers":[{"nameIdentifier":"22854","nameIdentifierScheme":"WEKO"},{"nameIdentifier":"90373191","nameIdentifierScheme":"e-Rad","nameIdentifierURI":"https://nrid.nii.ac.jp/ja/nrid/1000090373191"},{"nameIdentifier":"55628563135","nameIdentifierScheme":"Scopus著者ID","nameIdentifierURI":"https://www.scopus.com/authid/detail.uri?authorId=55628563135"},{"nameIdentifier":"0000-0002-4378-5747","nameIdentifierScheme":"ORCiD","nameIdentifierURI":"https://orcid.org/0000-0002-4378-5747"},{"nameIdentifier":"100000720","nameIdentifierScheme":"九工大研究者情報","nameIdentifierURI":"https://hyokadb02.jimu.kyutech.ac.jp/html/##_ja.html"}]},{"creatorNames":[{"creatorName":"Tamukoh, Hakaru","creatorNameLang":"en"},{"creatorName":"田向, 権","creatorNameLang":"ja"}],"familyNames":[{},{}],"givenNames":[{},{}],"nameIdentifiers":[{"nameIdentifier":"6059","nameIdentifierScheme":"WEKO"},{"nameIdentifier":"90432955","nameIdentifierScheme":"e-Rad","nameIdentifierURI":"https://nrid.nii.ac.jp/ja/nrid/1000090432955"},{"nameIdentifier":"7801453348","nameIdentifierScheme":"Scopus著者ID","nameIdentifierURI":"https://www.scopus.com/authid/detail.uri?authorId=7801453348"},{"nameIdentifier":"0000-0002-3669-1371","nameIdentifierScheme":"ORCiD","nameIdentifierURI":"https://orcid.org/0000-0002-3669-1371"},{"nameIdentifier":"100000641","nameIdentifierScheme":"九工大研究者情報","nameIdentifierURI":"https://hyokadb02.jimu.kyutech.ac.jp/html/##_ja.html"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_access","date":[{"dateType":"Available","dateValue":"2024-07-19"}],"filename":"neuro_88.pdf","filesize":[{"value":"1.7 MB"}],"format":"application/pdf","url":{"url":"https://kyutech.repo.nii.ac.jp/record/2000909/files/neuro_88.pdf"},"version_id":"a31e9a3b-9670-4caf-8c30-0aad3307a7e9"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"reservoir computing","subitem_subject_scheme":"Other"},{"subitem_subject":"reservoir-based convolution","subitem_subject_scheme":"Other"},{"subitem_subject":"in-material reservoir computing","subitem_subject_scheme":"Other"},{"subitem_subject":"edge AI","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":"journal article","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"In-material reservoir implementation of reservoir-based convolution","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"In-material reservoir implementation of reservoir-based convolution","subitem_title_language":"en"}]},"item_type_id":"21","owner":"14","path":["24"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2024-07-19"},"publish_date":"2024-07-19","publish_status":"0","recid":"2000909","relation_version_is_last":true,"title":["In-material reservoir implementation of reservoir-based convolution"],"weko_creator_id":"14","weko_shared_id":-1},"updated":"2024-07-19T07:56:24.551141+00:00"}