{"created":"2023-05-15T11:56:20.087963+00:00","id":1545,"links":{},"metadata":{"_buckets":{"deposit":"43763845-4632-49e2-8ba9-58f67583a41f"},"_deposit":{"created_by":3,"id":"1545","owners":[3],"pid":{"revision_id":0,"type":"depid","value":"1545"},"status":"published"},"_oai":{"id":"oai:kyutech.repo.nii.ac.jp:00001545","sets":["15:20"]},"author_link":["661"],"item_23_biblio_info_6":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2007-09-01","bibliographicIssueDateType":"Issued"},"bibliographic_titles":[{"bibliographic_title":"Proceedings of the 6th International Workshop of Self-Organizing Maps (WSOM 2007)"}]}]},"item_23_description_4":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"In this paper, we propose a conceptual learning algorithm called the 'self-organizing homotopy (SOH)' together with an implementation thereof. As in the case of the SOM, our SOH organizes a homotopy in a self-organizing manner by giving a set of data episodes. Thus it is an extension of the SOM, moving from a 'map' to a 'homotopy'. From a geometrical viewpoint, the SOH represents a set of (i.e. multiple) data distributions by a fiber bundle, whereas the SOM represents a single data distribution by a manifold. One of the solutions to the SOH is SOM², in which every reference vector unit of the conventional SOM is itself replaced by an SOM. Consequently SOM² has the ability to represent a fiber bundle, i.e. a product manifold, by using a product space of SOM x SOM. It is expected that SOHs will play important roles in the fields of pattern recognition, adaptive functions, context understanding, and others, in which nonlinear manifolds and the homotopy play crucial roles.","subitem_description_type":"Abstract"}]},"item_23_description_5":{"attribute_name":"内容記述","attribute_value_mlt":[{"subitem_description":"The 6th International Workshop on Self-Organizing Maps (WSOM), 2007 Bielefeld University, Bielefeld, Germany, September 3 - 6, 2007","subitem_description_type":"Other"}]},"item_23_description_60":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"subitem_description":"Conference Paper","subitem_description_type":"Other"}]},"item_23_publisher_7":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"6th lnt. Workshop on Self-Organizing Maps （WSOM 2007）"}]},"item_23_relation_12":{"attribute_name":"DOI","attribute_value_mlt":[{"subitem_relation_type":"isIdenticalTo","subitem_relation_type_id":{"subitem_relation_type_id_text":"https://doi.org/10.2390/biecoll-wsom2007-154","subitem_relation_type_select":"DOI"}}]},"item_23_text_37":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"Department of Brain Science and Engineering, Kyushu Institute of Technology 2–4 Hibikino, Wakamtatsu-ku, Kitakyushu 808–0196, Japan"}]},"item_23_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":[{"creatorAffiliations":[{"affiliationNameIdentifiers":[],"affiliationNames":[{"affiliationName":"","affiliationNameLang":"ja"}]}],"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":"2009-04-13"}],"displaytype":"detail","filename":"Furukawa-WSOM07-Soh-1.pdf","filesize":[{"value":"895.0 kB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"Furukawa-WSOM07-Soh-1.pdf","url":"https://kyutech.repo.nii.ac.jp/record/1545/files/Furukawa-WSOM07-Soh-1.pdf"},"version_id":"5efbb724-2ee3-4870-8673-fa65242489ec"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"homotopy","subitem_subject_scheme":"Other"},{"subitem_subject":"fiber bundle","subitem_subject_scheme":"Other"},{"subitem_subject":"SOM2","subitem_subject_scheme":"Other"},{"subitem_subject":"mnSOM","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":"conference paper","resourceuri":"http://purl.org/coar/resource_type/c_5794"}]},"item_title":"Self-organizing homotopy network","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Self-organizing homotopy network"}]},"item_type_id":"23","owner":"3","path":["20"],"pubdate":{"attribute_name":"公開日","attribute_value":"2009-04-13"},"publish_date":"2009-04-13","publish_status":"0","recid":"1545","relation_version_is_last":true,"title":["Self-organizing homotopy network"],"weko_creator_id":"3","weko_shared_id":3},"updated":"2023-10-25T06:32:33.799648+00:00"}