{"id":"https://openalex.org/W2135534112","doi":"https://doi.org/10.1007/11759966_62","title":"A Novel Stochastic Learning Rule for Neural Networks","display_name":"A Novel Stochastic Learning Rule for Neural Networks","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W2135534112","doi":"https://doi.org/10.1007/11759966_62","mag":"2135534112"},"language":"en","primary_location":{"id":"doi:10.1007/11759966_62","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11759966_62","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/A5057625030","display_name":"Frank Emmert\u2010Streib","orcid":"https://orcid.org/0000-0003-0745-5641"},"institutions":[{"id":"https://openalex.org/I180437899","display_name":"University of Bremen","ror":"https://ror.org/04ers2y35","country_code":"DE","type":"education","lineage":["https://openalex.org/I180437899"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Frank Emmert-Streib","raw_affiliation_strings":["Institut f\u00fcr Theoretische Physik, Universit\u00e4t Bremen, Otto-Hahn-Allee 1, 28359, Bremen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut f\u00fcr Theoretische Physik, Universit\u00e4t Bremen, Otto-Hahn-Allee 1, 28359, Bremen, Germany","institution_ids":["https://openalex.org/I180437899"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5057625030"],"corresponding_institution_ids":["https://openalex.org/I180437899"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"414","last_page":"423"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9994000196456909,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hebbian-theory","display_name":"Hebbian theory","score":0.8638538122177124},{"id":"https://openalex.org/keywords/learning-rule","display_name":"Learning rule","score":0.7491121292114258},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7325030565261841},{"id":"https://openalex.org/keywords/postsynaptic-potential","display_name":"Postsynaptic potential","score":0.7075862884521484},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5662111043930054},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.538737952709198},{"id":"https://openalex.org/keywords/synapse","display_name":"Synapse","score":0.494535893201828},{"id":"https://openalex.org/keywords/leabra","display_name":"Leabra","score":0.45317843556404114},{"id":"https://openalex.org/keywords/synaptic-plasticity","display_name":"Synaptic plasticity","score":0.4477229714393616},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.3965863585472107},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3531458377838135},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11854055523872375},{"id":"https://openalex.org/keywords/wake-sleep-algorithm","display_name":"Wake-sleep algorithm","score":0.07277393341064453},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07197856903076172}],"concepts":[{"id":"https://openalex.org/C111437709","wikidata":"https://www.wikidata.org/wiki/Q1277874","display_name":"Hebbian theory","level":3,"score":0.8638538122177124},{"id":"https://openalex.org/C2779127903","wikidata":"https://www.wikidata.org/wiki/Q6510194","display_name":"Learning rule","level":3,"score":0.7491121292114258},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7325030565261841},{"id":"https://openalex.org/C197341189","wikidata":"https://www.wikidata.org/wiki/Q863533","display_name":"Postsynaptic potential","level":3,"score":0.7075862884521484},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5662111043930054},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.538737952709198},{"id":"https://openalex.org/C127445978","wikidata":"https://www.wikidata.org/wiki/Q187181","display_name":"Synapse","level":2,"score":0.494535893201828},{"id":"https://openalex.org/C97108695","wikidata":"https://www.wikidata.org/wiki/Q6508265","display_name":"Leabra","level":5,"score":0.45317843556404114},{"id":"https://openalex.org/C98229152","wikidata":"https://www.wikidata.org/wiki/Q1551556","display_name":"Synaptic plasticity","level":3,"score":0.4477229714393616},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.3965863585472107},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3531458377838135},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11854055523872375},{"id":"https://openalex.org/C17061570","wikidata":"https://www.wikidata.org/wiki/Q7960888","display_name":"Wake-sleep algorithm","level":4,"score":0.07277393341064453},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07197856903076172},{"id":"https://openalex.org/C117765406","wikidata":"https://www.wikidata.org/wiki/Q5362437","display_name":"Generalization error","level":3,"score":0.0},{"id":"https://openalex.org/C170493617","wikidata":"https://www.wikidata.org/wiki/Q208467","display_name":"Receptor","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/11759966_62","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11759966_62","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"},{"id":"pmh:oai:pure.qub.ac.uk/portal:publications/a91893ef-d770-4298-adf9-d0eda2b8306e","is_oa":false,"landing_page_url":"https://pure.qub.ac.uk/en/publications/a91893ef-d770-4298-adf9-d0eda2b8306e","pdf_url":null,"source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Emmert-Streib, F 2006, 'A novel Stochastic learning rule for neural networks', Paper presented at 3rd International Symposium on Neural Networks (ISNN 2006), 01/05/2006 - 01/05/2006 pp. 414-423.","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W22297218","https://openalex.org/W1486735428","https://openalex.org/W1497256448","https://openalex.org/W1498436455","https://openalex.org/W1573503290","https://openalex.org/W1606193869","https://openalex.org/W1659561622","https://openalex.org/W1966544247","https://openalex.org/W1986246844","https://openalex.org/W1994810932","https://openalex.org/W2003357516","https://openalex.org/W2009782005","https://openalex.org/W2011882079","https://openalex.org/W2024060531","https://openalex.org/W2080897330","https://openalex.org/W2096473662","https://openalex.org/W2123820663","https://openalex.org/W2133671888","https://openalex.org/W2165060492","https://openalex.org/W2185212694","https://openalex.org/W3120055268","https://openalex.org/W3121926921","https://openalex.org/W4232220759","https://openalex.org/W4285719527","https://openalex.org/W4298069009"],"related_works":["https://openalex.org/W1978872345","https://openalex.org/W1525325138","https://openalex.org/W2943484315","https://openalex.org/W2143361130","https://openalex.org/W2078098917","https://openalex.org/W1993110512","https://openalex.org/W1530541224","https://openalex.org/W2582265187","https://openalex.org/W1520894008","https://openalex.org/W2899255433"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}