{"created":"2023-05-15T11:56:29.174322+00:00","id":1757,"links":{},"metadata":{"_buckets":{"deposit":"b830e0bb-ccb9-451c-ae71-cf5ff7a273f5"},"_deposit":{"created_by":3,"id":"1757","owners":[3],"pid":{"revision_id":0,"type":"depid","value":"1757"},"status":"published"},"_oai":{"id":"oai:kyutech.repo.nii.ac.jp:00001757","sets":["8:24"]},"author_link":["661","7306"],"item_21_biblio_info_6":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2009-01-01","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicPageEnd":"90","bibliographicPageStart":"82","bibliographicVolumeNumber":"22","bibliographic_titles":[{"bibliographic_title":"Neural Networks"}]}]},"item_21_description_4":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"This study aims to develop a generalized framework of an SOM called a modular network SOM (mnSOM). The mnSOM has an array structure consisting of functional modules that are trainable neural networks, e.g., multi-layer perceptrons (MLPs), instead of the vector units of the conventional SOM. In the case of MLP-modules, an mnSOM learns a group of systems or functions in terms of the input–output relationships in parallel with generating a feature map of them. Thus an mnSOM with MLP modules is an SOM in function space rather than in vector space. In this paper, first, as an example, we focus on a class of mnSOM that consists of MLP modules and introduce the architecture and algorithm. Then, a more generalized framework is described. Finally, some simulation results of an MLP-module-mnSOM are presented.","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"}]}]},"item_21_publisher_7":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"Elsevier"}]},"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/10.1016/j.neunet.2008.10.006","subitem_relation_type_select":"DOI"}}]},"item_21_rights_13":{"attribute_name":"権利","attribute_value_mlt":[{"subitem_rights":"Copyright (c) 2008 Elsevier Ltd All rights reserved."}]},"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":"0893-6080","subitem_source_identifier_type":"ISSN"}]},"item_21_text_36":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"Department of Brain Science and Engineering, Kyushu Institute of Technology"}]},"item_21_text_64":{"attribute_name":"業績ID","attribute_value_mlt":[{"subitem_text_value":"9C116136CD59A96549257688003A69FE"}]},"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":[{"creatorNames":[{"creatorName":"Tokunaga, Kazuhiro"}],"nameIdentifiers":[{}]},{"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":[{},{},{},{},{}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2009-12-14"}],"displaytype":"detail","filename":"Modular_network.pdf","filesize":[{"value":"550.3 kB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"Modular_network.pdf","url":"https://kyutech.repo.nii.ac.jp/record/1757/files/Modular_network.pdf"},"version_id":"a1d230f7-588d-4a67-a548-5d78d06287d8"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"SOM","subitem_subject_scheme":"Other"},{"subitem_subject":"Modular network","subitem_subject_scheme":"Other"},{"subitem_subject":"Function space","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":"Modular network SOM","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Modular network SOM"}]},"item_type_id":"21","owner":"3","path":["24"],"pubdate":{"attribute_name":"公開日","attribute_value":"2009-12-14"},"publish_date":"2009-12-14","publish_status":"0","recid":"1757","relation_version_is_last":true,"title":["Modular network SOM"],"weko_creator_id":"3","weko_shared_id":3},"updated":"2023-10-25T06:32:35.878849+00:00"}