{"created":"2023-06-19T07:57:18.215051+00:00","id":934,"links":{},"metadata":{"_buckets":{"deposit":"85aeb6ce-af1b-45b6-9c05-f80faf629494"},"_deposit":{"created_by":14,"id":"934","owners":[14],"pid":{"revision_id":0,"type":"depid","value":"934"},"status":"published"},"_oai":{"id":"oai:kitakyu.repo.nii.ac.jp:00000934","sets":["11:10"]},"author_link":["1102"],"control_number":"934","item_10006_alternative_title_1":{"attribute_name":"その他（別言語等）のタイトル","attribute_value_mlt":[{"subitem_alternative_title":"参照テーブル分解アルゴリズムを伴うハードウェアを意識したニューラルネットワーク","subitem_alternative_title_language":"ja"}]},"item_10006_date_granted_11":{"attribute_name":"学位授与年月日","attribute_value_mlt":[{"subitem_dategranted":"2021-09-24"}]},"item_10006_degree_grantor_9":{"attribute_name":"学位授与機関","attribute_value_mlt":[{"subitem_degreegrantor":[{"subitem_degreegrantor_name":"北九州市立大学"}],"subitem_degreegrantor_identifier":[{"subitem_degreegrantor_identifier_name":"27101","subitem_degreegrantor_identifier_scheme":"kakenhi"}]}]},"item_10006_degree_name_8":{"attribute_name":"学位名","attribute_value_mlt":[{"subitem_degreename":"博士(工学)"}]},"item_10006_description_7":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"Neural networks have been successfully implemented on various mobile hardware platforms. However, the high computational cost of neural networks, the large difference in computational accuracy with hardware, and the low structural similarity are often obstacles to be overcome in research.\nThis thesis presents the knowledge and research development on the cross-application of neural networks and logic circuits, including  an experimental procedure on implementation of multiple look up tables logic, an approximate decomposition method on decomposing larger size look-up tables into smaller individuals and a hardware-aware structured neural network.\nIn summary, the cost of implementing bidirectional interaction between neural networks and logic circuits can be effectively reduced by benefiting from the logic learning capability of neural networks, the decomposition method of large-size look up tables, and the hardware-aware structure of neural networks.","subitem_description_type":"Abstract"}]},"item_10006_dissertation_number_12":{"attribute_name":"学位授与番号","attribute_value_mlt":[{"subitem_dissertationnumber":"甲第174号"}]},"item_10006_version_type_18":{"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_access_right":{"attribute_name":"アクセス権","attribute_value_mlt":[{"subitem_access_right":"open access","subitem_access_right_uri":"http://purl.org/coar/access_right/c_abf2"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"ゾウ, セツシン","creatorNameLang":"ja"}],"nameIdentifiers":[{"nameIdentifier":"1102","nameIdentifierScheme":"WEKO"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2021-12-25"}],"displaytype":"detail","filename":"(KKDE1174ZX)甲第174号_ゾウ　セツシン.pdf","filesize":[{"value":"3.9 MB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"(KKDE1174ZX)甲第174号_ゾウ　セツシン","objectType":"fulltext","url":"https://kitakyu.repo.nii.ac.jp/record/934/files/(KKDE1174ZX)甲第174号_ゾウ　セツシン.pdf"},"version_id":"b7838e60-cd65-49b6-a88e-c0f439645ab3"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"Look up table","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Decomposition Algorithm","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Neural Network","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Re Configurable Logic Device","subitem_subject_language":"en","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":"doctoral thesis","resourceuri":"http://purl.org/coar/resource_type/c_db06"}]},"item_title":"A Hardware-aware Neural Network with a Look-up Table Decomposition Algorithm","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"A Hardware-aware Neural Network with a Look-up Table Decomposition Algorithm","subitem_title_language":"en"}]},"item_type_id":"10006","owner":"14","path":["10"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2021-12-25"},"publish_date":"2021-12-25","publish_status":"0","recid":"934","relation_version_is_last":true,"title":["A Hardware-aware Neural Network with a Look-up Table Decomposition Algorithm"],"weko_creator_id":"14","weko_shared_id":-1},"updated":"2024-02-27T03:13:24.823914+00:00"}