{"created":"2023-05-15T11:56:20.142603+00:00","id":1546,"links":{},"metadata":{"_buckets":{"deposit":"fce1b308-b75d-4a3f-af1e-2e9128835c1b"},"_deposit":{"created_by":3,"id":"1546","owners":[3],"pid":{"revision_id":0,"type":"depid","value":"1546"},"status":"published"},"_oai":{"id":"oai:kyutech.repo.nii.ac.jp:00001546","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, two generalizations of the SOM are introduced. The first of these extends the SOM to deal with more generalized classes of objects besides the vector dataset. This generalization is realized by employing modular networks instead of reference vector units and is thus called a modular network SOM (mnSOM). The second generalization involves the extension of the SOM from map to homotopy, allowing the SOM to deal with a set of data distributions rather than a set of data vectors. The resulting architecture is called SOM^n, where each reference unit represents a tensor of rank n. These generalizations are expected to provide good platforms on which to build brain-like intelligence.","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-wsom2007-159","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-MNS.pdf","filesize":[{"value":"883.4 kB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"Furukawa-WSOM07-MNS.pdf","url":"https://kyutech.repo.nii.ac.jp/record/1546/files/Furukawa-WSOM07-MNS.pdf"},"version_id":"6010a0e7-efa8-4494-88e3-1ef33e5cfa8e"}]},"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":"Modular Network SOM and Self-Organizing Homotopy Network as a Foundation for Brain-like Intelligence","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Modular Network SOM and Self-Organizing Homotopy Network as a Foundation for Brain-like Intelligence"}]},"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":"1546","relation_version_is_last":true,"title":["Modular Network SOM and Self-Organizing Homotopy Network as a Foundation for Brain-like Intelligence"],"weko_creator_id":"3","weko_shared_id":3},"updated":"2023-10-25T06:32:34.014871+00:00"}