{"id":"https://openalex.org/W1900302034","doi":"https://doi.org/10.1007/978-3-642-33275-3_63","title":"Improving Convergence of Restricted Boltzmann Machines via a Learning Adaptive Step Size","display_name":"Improving Convergence of Restricted Boltzmann Machines via a Learning Adaptive Step Size","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W1900302034","doi":"https://doi.org/10.1007/978-3-642-33275-3_63","mag":"1900302034"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-33275-3_63","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-33275-3_63","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-33275-3_63.pdf","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":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-33275-3_63.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013078199","display_name":"Noel Lopes","orcid":"https://orcid.org/0000-0003-2798-7274"},"institutions":[{"id":"https://openalex.org/I4210103026","display_name":"Instituto Polit\u00e9cnico da Guarda","ror":"https://ror.org/02463v873","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210103026"]},{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Noel Lopes","raw_affiliation_strings":["CISUC - Center for Informatics and Systems of University of Coimbra, Portugal","Polytechnic Institute of Guarda, UDI/IPG - Research Unit, Portugal"],"affiliations":[{"raw_affiliation_string":"CISUC - Center for Informatics and Systems of University of Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]},{"raw_affiliation_string":"Polytechnic Institute of Guarda, UDI/IPG - Research Unit, Portugal","institution_ids":["https://openalex.org/I4210103026"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046882659","display_name":"Bernardete Ribeiro","orcid":"https://orcid.org/0000-0002-9770-7672"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Bernardete Ribeiro","raw_affiliation_strings":["CISUC - Center for Informatics and Systems of University of Coimbra, Portugal","Department of Informatics Engineering, University of Coimbra, Portugal"],"affiliations":[{"raw_affiliation_string":"CISUC - Center for Informatics and Systems of University of Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]},{"raw_affiliation_string":"Department of Informatics Engineering, University of Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5013078199"],"corresponding_institution_ids":["https://openalex.org/I4210103026","https://openalex.org/I76903346"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.2384,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.60290292,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"511","last_page":"518"},"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/T11751","display_name":"Lattice Boltzmann Simulation Studies","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mnist-database","display_name":"MNIST database","score":0.9576303958892822},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.818524956703186},{"id":"https://openalex.org/keywords/boltzmann-machine","display_name":"Boltzmann machine","score":0.737308144569397},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.7307875156402588},{"id":"https://openalex.org/keywords/restricted-boltzmann-machine","display_name":"Restricted Boltzmann machine","score":0.6783356666564941},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.635063111782074},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5389580726623535},{"id":"https://openalex.org/keywords/rate-of-convergence","display_name":"Rate of convergence","score":0.5068119168281555},{"id":"https://openalex.org/keywords/momentum","display_name":"Momentum (technical analysis)","score":0.49519267678260803},{"id":"https://openalex.org/keywords/adaptive-learning","display_name":"Adaptive learning","score":0.4804082214832306},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4652017056941986},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36088883876800537},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.34441977739334106},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.10853761434555054}],"concepts":[{"id":"https://openalex.org/C190502265","wikidata":"https://www.wikidata.org/wiki/Q17069496","display_name":"MNIST database","level":3,"score":0.9576303958892822},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.818524956703186},{"id":"https://openalex.org/C192576344","wikidata":"https://www.wikidata.org/wiki/Q194706","display_name":"Boltzmann machine","level":3,"score":0.737308144569397},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.7307875156402588},{"id":"https://openalex.org/C199354608","wikidata":"https://www.wikidata.org/wiki/Q7316287","display_name":"Restricted Boltzmann machine","level":3,"score":0.6783356666564941},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.635063111782074},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5389580726623535},{"id":"https://openalex.org/C57869625","wikidata":"https://www.wikidata.org/wiki/Q1783502","display_name":"Rate of convergence","level":3,"score":0.5068119168281555},{"id":"https://openalex.org/C60718061","wikidata":"https://www.wikidata.org/wiki/Q1414747","display_name":"Momentum (technical analysis)","level":2,"score":0.49519267678260803},{"id":"https://openalex.org/C125014702","wikidata":"https://www.wikidata.org/wiki/Q4680749","display_name":"Adaptive learning","level":2,"score":0.4804082214832306},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4652017056941986},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36088883876800537},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.34441977739334106},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.10853761434555054},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-33275-3_63","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-33275-3_63","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-33275-3_63.pdf","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":{"id":"doi:10.1007/978-3-642-33275-3_63","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-33275-3_63","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-33275-3_63.pdf","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"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1900302034.pdf","grobid_xml":"https://content.openalex.org/works/W1900302034.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W44815768","https://openalex.org/W1530989012","https://openalex.org/W1994197834","https://openalex.org/W2038181916","https://openalex.org/W2064630666","https://openalex.org/W2072128103","https://openalex.org/W2107215445","https://openalex.org/W2108665656","https://openalex.org/W2111838090","https://openalex.org/W2116064496","https://openalex.org/W2130325614","https://openalex.org/W2136922672","https://openalex.org/W2189142260","https://openalex.org/W2224693495","https://openalex.org/W4231109964","https://openalex.org/W6822558381"],"related_works":["https://openalex.org/W4283272532","https://openalex.org/W2952018105","https://openalex.org/W2119341610","https://openalex.org/W2916681395","https://openalex.org/W2556473569","https://openalex.org/W2340408841","https://openalex.org/W2902142523","https://openalex.org/W2128151361","https://openalex.org/W1900302034","https://openalex.org/W2247134188"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}