{"id":"https://openalex.org/W4407914236","doi":"https://doi.org/10.1007/978-3-031-84353-2_12","title":"Complex-Valued Restricted Boltzmann Machines for\u00a0Learning Image Data Distributions","display_name":"Complex-Valued Restricted Boltzmann Machines for\u00a0Learning Image Data Distributions","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407914236","doi":"https://doi.org/10.1007/978-3-031-84353-2_12"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-84353-2_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-84353-2_12","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5056212950","display_name":"Maciej Jaworski","orcid":"https://orcid.org/0000-0002-8410-4231"},"institutions":[{"id":"https://openalex.org/I24881138","display_name":"Cracow University of Technology","ror":"https://ror.org/00pdej676","country_code":"PL","type":"education","lineage":["https://openalex.org/I24881138"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Maciej Jaworski","raw_affiliation_strings":["Department of Computer Science, Cracow University of Technology, Cracow, Poland"],"raw_orcid":"https://orcid.org/0000-0002-8410-4231","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Cracow University of Technology, Cracow, Poland","institution_ids":["https://openalex.org/I24881138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089040307","display_name":"Agnieszka Niemczynowicz","orcid":"https://orcid.org/0000-0002-4370-3326"},"institutions":[{"id":"https://openalex.org/I47996466","display_name":"University of Warmia and Mazury in Olsztyn","ror":"https://ror.org/05s4feg49","country_code":"PL","type":"education","lineage":["https://openalex.org/I47996466"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Agnieszka Niemczynowicz","raw_affiliation_strings":["Faculty of Mathematics and Computer Science, University of Warmia and Mazury, Olsztyn, Poland"],"raw_orcid":"https://orcid.org/0000-0002-4370-3326","affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, University of Warmia and Mazury, Olsztyn, Poland","institution_ids":["https://openalex.org/I47996466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074802886","display_name":"R. A. Kycia","orcid":"https://orcid.org/0000-0002-6390-4627"},"institutions":[{"id":"https://openalex.org/I24881138","display_name":"Cracow University of Technology","ror":"https://ror.org/00pdej676","country_code":"PL","type":"education","lineage":["https://openalex.org/I24881138"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Rados\u0142aw Kycia","raw_affiliation_strings":["Department of Computer Science, Cracow University of Technology, Cracow, Poland"],"raw_orcid":"https://orcid.org/0000-0002-6390-4627","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Cracow University of Technology, Cracow, Poland","institution_ids":["https://openalex.org/I24881138"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5056212950"],"corresponding_institution_ids":["https://openalex.org/I24881138"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.205,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.73706009,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"134","last_page":"143"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9998999834060669,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9998999834060669,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9926999807357788,"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/T11309","display_name":"Music and Audio Processing","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.8305032253265381},{"id":"https://openalex.org/keywords/boltzmann-machine","display_name":"Boltzmann machine","score":0.8173434734344482},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5227675437927246},{"id":"https://openalex.org/keywords/restricted-boltzmann-machine","display_name":"Restricted Boltzmann machine","score":0.47499147057533264},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42781734466552734},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3662806749343872},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3422689735889435},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.17224320769309998}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8305032253265381},{"id":"https://openalex.org/C192576344","wikidata":"https://www.wikidata.org/wiki/Q194706","display_name":"Boltzmann machine","level":3,"score":0.8173434734344482},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5227675437927246},{"id":"https://openalex.org/C199354608","wikidata":"https://www.wikidata.org/wiki/Q7316287","display_name":"Restricted Boltzmann machine","level":3,"score":0.47499147057533264},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42781734466552734},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3662806749343872},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3422689735889435},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.17224320769309998}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-84353-2_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-84353-2_12","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.4000000059604645,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W44815768","https://openalex.org/W2110798204","https://openalex.org/W2785325342","https://openalex.org/W2992330403","https://openalex.org/W4231109964","https://openalex.org/W4242241942","https://openalex.org/W4294754026","https://openalex.org/W6637568146"],"related_works":["https://openalex.org/W2952018105","https://openalex.org/W2916681395","https://openalex.org/W4283272532","https://openalex.org/W2119341610","https://openalex.org/W2556473569","https://openalex.org/W2193475944","https://openalex.org/W4302433642","https://openalex.org/W2529583158","https://openalex.org/W2551541394","https://openalex.org/W2892911634"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}