{"id":"https://openalex.org/W2993839172","doi":"https://doi.org/10.1109/idaacs.2019.8924281","title":"2D-Deep Neural Network and Its Online Rapid Learning","display_name":"2D-Deep Neural Network and Its Online Rapid Learning","publication_year":2019,"publication_date":"2019-09-01","ids":{"openalex":"https://openalex.org/W2993839172","doi":"https://doi.org/10.1109/idaacs.2019.8924281","mag":"2993839172"},"language":"en","primary_location":{"id":"doi:10.1109/idaacs.2019.8924281","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idaacs.2019.8924281","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059642629","display_name":"Yevgeniy Bodyanskiy","orcid":"https://orcid.org/0000-0001-5418-2143"},"institutions":[{"id":"https://openalex.org/I107158390","display_name":"Kharkiv National University of Radio Electronics","ror":"https://ror.org/01ctj1b90","country_code":"UA","type":"education","lineage":["https://openalex.org/I107158390"]},{"id":"https://openalex.org/I8765205","display_name":"V. N. Karazin Kharkiv National University","ror":"https://ror.org/03ftejk10","country_code":"UA","type":"education","lineage":["https://openalex.org/I8765205"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Yevgeniy Bodyanskiy","raw_affiliation_strings":["Control Systems Research Laboratory, Kharkiv National University of Radio Electronics, Kharkiv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Control Systems Research Laboratory, Kharkiv National University of Radio Electronics, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I8765205","https://openalex.org/I107158390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086058016","display_name":"\u041e\u043b\u0435\u043d\u0430 \u0411\u043e\u0439\u043a\u043e","orcid":"https://orcid.org/0000-0003-0697-6357"},"institutions":[{"id":"https://openalex.org/I107158390","display_name":"Kharkiv National University of Radio Electronics","ror":"https://ror.org/01ctj1b90","country_code":"UA","type":"education","lineage":["https://openalex.org/I107158390"]},{"id":"https://openalex.org/I8765205","display_name":"V. N. Karazin Kharkiv National University","ror":"https://ror.org/03ftejk10","country_code":"UA","type":"education","lineage":["https://openalex.org/I8765205"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Olena Boiko","raw_affiliation_strings":["Control Systems Research Laboratory, Kharkiv National University of Radio Electronics, Kharkiv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Control Systems Research Laboratory, Kharkiv National University of Radio Electronics, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I8765205","https://openalex.org/I107158390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089531646","display_name":"Iryna Pliss","orcid":"https://orcid.org/0000-0001-7918-7362"},"institutions":[{"id":"https://openalex.org/I107158390","display_name":"Kharkiv National University of Radio Electronics","ror":"https://ror.org/01ctj1b90","country_code":"UA","type":"education","lineage":["https://openalex.org/I107158390"]},{"id":"https://openalex.org/I8765205","display_name":"V. N. Karazin Kharkiv National University","ror":"https://ror.org/03ftejk10","country_code":"UA","type":"education","lineage":["https://openalex.org/I8765205"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Iryna Pliss","raw_affiliation_strings":["Control Systems Research Laboratory, Kharkiv National University of Radio Electronics, Kharkiv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Control Systems Research Laboratory, Kharkiv National University of Radio Electronics, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I8765205","https://openalex.org/I107158390"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017645356","display_name":"Valentyna Volkova","orcid":null},"institutions":[{"id":"https://openalex.org/I4210158527","display_name":"Electron (Ukraine)","ror":"https://ror.org/05czqyh70","country_code":"UA","type":"company","lineage":["https://openalex.org/I4210158527"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Valentyna Volkova","raw_affiliation_strings":["Samsung Electronics Ukraine Company, LLC R&D (SRK), Kyiv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung Electronics Ukraine Company, LLC R&D (SRK), Kyiv, Ukraine","institution_ids":["https://openalex.org/I4210158527"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3051,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.62216764,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"1","issue":null,"first_page":"304","last_page":"307"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7158726453781128},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6247336268424988},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6094374656677246},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5198845863342285}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7158726453781128},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6247336268424988},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6094374656677246},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5198845863342285}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/idaacs.2019.8924281","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idaacs.2019.8924281","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W612593197","https://openalex.org/W1554663460","https://openalex.org/W1757980361","https://openalex.org/W1771264589","https://openalex.org/W1998399571","https://openalex.org/W2015861736","https://openalex.org/W2076063813","https://openalex.org/W2097117768","https://openalex.org/W2124776405","https://openalex.org/W2141125852","https://openalex.org/W2151238449","https://openalex.org/W2163605009","https://openalex.org/W2169488311","https://openalex.org/W2176950688","https://openalex.org/W2182924040","https://openalex.org/W2194775991","https://openalex.org/W2272985505","https://openalex.org/W2476621593","https://openalex.org/W2894570926","https://openalex.org/W2919115771","https://openalex.org/W3216781232","https://openalex.org/W4213254664","https://openalex.org/W4248266115","https://openalex.org/W4253002607","https://openalex.org/W4388297464","https://openalex.org/W6684191040","https://openalex.org/W6685048874","https://openalex.org/W6804908683"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W4321369474","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W4323565446"],"abstract_inverted_index":{"In":[0],"the":[1,3,8,20,27,30,38],"paper,":[2],"2D-deep":[4],"neural":[5],"network":[6],"and":[7,45],"algorithm":[9],"for":[10],"its":[11],"online":[12],"learning":[13],"are":[14],"proposed.":[15],"This":[16],"system":[17],"allows":[18],"reducing":[19],"number":[21],"of":[22,29,47],"adjustable":[23],"weights":[24],"due":[25],"to":[26],"rejection":[28],"vectorization-devectorization":[31],"operations.":[32],"As":[33],"a":[34],"result,":[35],"it":[36],"saves":[37],"information":[39],"that":[40],"is":[41],"contained":[42],"between":[43],"columns":[44],"rows":[46],"data":[48],"inputs":[49],"presented":[50],"as":[51],"2D":[52],"matrix.":[53]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
