{"created":"2023-05-15T11:55:16.790365+00:00","id":136,"links":{},"metadata":{"_buckets":{"deposit":"4e371e54-d91a-45bb-bfbf-80d9636a933f"},"_deposit":{"created_by":3,"id":"136","owners":[3],"pid":{"revision_id":0,"type":"depid","value":"136"},"status":"published"},"_oai":{"id":"oai:kyutech.repo.nii.ac.jp:00000136","sets":["8:24"]},"author_link":["661","660","662"],"item_21_biblio_info_6":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2006","bibliographicIssueDateType":"Issued"},"bibliographicPageEnd":"949","bibliographicPageStart":"943","bibliographicVolumeNumber":"4232","bibliographic_titles":[{"bibliographic_title":"Lecture Notes in Computer Science"}]}]},"item_21_description_4":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"This paper presents a generalized framework of a self-organizing map(SOM) applicable to more extended data classes rather than vector data. A modularstructure is adopted to realize such generalization; thus, it is called a modularnetwork SOM (mnSOM), in which each reference vector unit of a conventionalSOM is replaced by a functional module. Since users can choose the functionalmodule from any trainable architecture such as neural networks, the mnSOM hasa lot of flexibility as well as high data processing ability. In this paper, the essentialidea is first introduced and then its theory is described.","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_full_name_3":{"attribute_name":"著者別名","attribute_value_mlt":[{"affiliations":[{"affiliationNames":[{"affiliationName":"","lang":"ja"}],"nameIdentifiers":[]}],"familyNames":[{"familyName":"Furukawa","familyNameLang":"en"},{"familyName":"古川","familyNameLang":"ja"},{"familyName":"フルカワ","familyNameLang":"ja-Kana"}],"givenNames":[{"givenName":"Tetsuo","givenNameLang":"en"},{"givenName":"徹生","givenNameLang":"ja"},{"givenName":"テツオ","givenNameLang":"ja-Kana"}],"nameIdentifiers":[{"nameIdentifier":"661","nameIdentifierScheme":"WEKO"},{"nameIdentifier":"50219101","nameIdentifierScheme":"e-Rad","nameIdentifierURI":"https://nrid.nii.ac.jp/ja/nrid/1000050219101"},{"nameIdentifier":"56237975100","nameIdentifierScheme":"Scopus著者ID","nameIdentifierURI":"https://www.scopus.com/authid/detail.uri?authorId=56237975100"},{"nameIdentifier":"0000-0002-4469-7749","nameIdentifierScheme":"ORCiD","nameIdentifierURI":"https://orcid.org/0000-0002-4469-7749"},{"nameIdentifier":"343","nameIdentifierScheme":"九工大研究者情報","nameIdentifierURI":"https://hyokadb02.jimu.kyutech.ac.jp/html/343_ja.html"}],"names":[{"name":"Furukawa, Tetsuo","nameLang":"en"},{"name":"古川, 徹生","nameLang":"ja"},{"name":"フルカワ, テツオ","nameLang":"ja-Kana"}]},{"nameIdentifiers":[{"nameIdentifier":"662","nameIdentifierScheme":"WEKO"}],"names":[{"name":"徳永, 憲洋"}]}]},"item_21_publisher_7":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"Springer Berlin / Heidelberg"}]},"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/10.1007/11893028_105","subitem_relation_type_select":"DOI"}}]},"item_21_rights_13":{"attribute_name":"権利","attribute_value_mlt":[{"subitem_rights":"Copyright (c) Springer-Verlag Berlin Heidelberg 2006. The original publication is available at www.springerlink.com"}]},"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":"0302-9743","subitem_source_identifier_type":"ISSN"},{"subitem_source_identifier":"1611-3349","subitem_source_identifier_type":"ISSN"}]},"item_21_text_36":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"Kyushu Institute of Technology, Kitakyushu 808-0196, Japan"}]},"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_ab4af688f83e57aa","subitem_version_type":"AM"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorAffiliations":[{"affiliationNameIdentifiers":[],"affiliationNames":[{"affiliationName":""}]}],"creatorNames":[{"creatorName":"Furukawa, Tetsuo","creatorNameLang":"en"},{"creatorName":"古川, 徹生","creatorNameLang":"ja"},{"creatorName":"フルカワ, テツオ","creatorNameLang":"ja-Kana"}],"familyNames":[{},{},{}],"givenNames":[{},{},{}],"nameIdentifiers":[{},{},{},{},{}]},{"creatorNames":[{"creatorName":"Tokunaga, Kazuhiro"}],"nameIdentifiers":[{}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2007-11-21"}],"displaytype":"detail","filename":"mnSOM.pdf","filesize":[{"value":"203.0 kB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"mnSOM.pdf","url":"https://kyutech.repo.nii.ac.jp/record/136/files/mnSOM.pdf"},"version_id":"4d208585-5461-4635-a915-66feb1089149"}]},"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":"Generalization of the Self-Organizing Map: From Artificial Neural Networks to Artificial Cortexes","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Generalization of the Self-Organizing Map: From Artificial Neural Networks to Artificial Cortexes"}]},"item_type_id":"21","owner":"3","path":["24"],"pubdate":{"attribute_name":"公開日","attribute_value":"2007-11-21"},"publish_date":"2007-11-21","publish_status":"0","recid":"136","relation_version_is_last":true,"title":["Generalization of the Self-Organizing Map: From Artificial Neural Networks to Artificial Cortexes"],"weko_creator_id":"3","weko_shared_id":3},"updated":"2023-10-25T06:32:38.957450+00:00"}