{"created":"2023-05-15T11:55:16.831701+00:00","id":137,"links":{},"metadata":{"_buckets":{"deposit":"73a8bb7f-96bc-4c7c-8fa8-6b4f51ec6172"},"_deposit":{"created_by":3,"id":"137","owners":[3],"pid":{"revision_id":0,"type":"depid","value":"137"},"status":"published"},"_oai":{"id":"oai:kyutech.repo.nii.ac.jp:00000137","sets":["8:24"]},"author_link":["661"],"item_21_biblio_info_6":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2006","bibliographicIssueDateType":"Issued"},"bibliographicPageEnd":"957","bibliographicPageStart":"950","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 proposes an extension of an SOM called the “SOM ofSOMs,” or SOM2, in which objects to be mapped are self-organizing maps. InSOM2, each nodal unit of a conventional SOM is replaced by a function moduleof SOM. Therefore, SOM2 can be regarded as a variation of a modular networkSOM (mnSOM). Since each child SOM module in SOM2 is trained to representan individual map, the parent map in SOM2 generates a self-organizing map representingthe continuous change of the child maps. Thus SOM2 is an extension ofan SOM that generates a ‘self-organizing homotopy’ rather than a map. This extensionof an SOM is easily generalized to the case of SOMn, such that “SOM3as SOM of SOM2s”, corresponding to the n-th order of homotopy. This paperproposes a homotopy theory of SOM2 with new simulation results.","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":"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_106","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"}]},"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":[{},{},{},{},{}]}]},"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":"SOM2.pdf","filesize":[{"value":"238.9 kB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"SOM2.pdf","url":"https://kyutech.repo.nii.ac.jp/record/137/files/SOM2.pdf"},"version_id":"a62e0de8-42f2-46a7-afe7-11867f31a373"}]},"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":"SOM of SOMs: An Extension of SOM from ‘Map’ to ‘Homotopy’","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"SOM of SOMs: An Extension of SOM from ‘Map’ to ‘Homotopy’"}]},"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":"137","relation_version_is_last":true,"title":["SOM of SOMs: An Extension of SOM from ‘Map’ to ‘Homotopy’"],"weko_creator_id":"3","weko_shared_id":3},"updated":"2023-10-25T06:32:31.350871+00:00"}