{"id":"https://openalex.org/W2972310616","doi":"https://doi.org/10.1007/978-3-030-30487-4_57","title":"Autonomous Learning Paradigm for Spiking Neural Networks","display_name":"Autonomous Learning Paradigm for Spiking Neural Networks","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2972310616","doi":"https://doi.org/10.1007/978-3-030-30487-4_57","mag":"2972310616"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-30487-4_57","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-30487-4_57","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":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://eprints.whiterose.ac.uk/151445/1/autoLearningICANNV11_1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044091027","display_name":"Junxiu Liu","orcid":"https://orcid.org/0000-0002-9790-1571"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Junxiu Liu","raw_affiliation_strings":["School of Computing, Engineering and Intelligent Systems, Ulster University, Derry, BT48 7JL, Northern Ireland, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and Intelligent Systems, Ulster University, Derry, BT48 7JL, Northern Ireland, UK","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035500696","display_name":"Liam McDaid","orcid":"https://orcid.org/0000-0002-1197-4375"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Liam J. McDaid","raw_affiliation_strings":["School of Computing, Engineering and Intelligent Systems, Ulster University, Derry, BT48 7JL, Northern Ireland, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and Intelligent Systems, Ulster University, Derry, BT48 7JL, Northern Ireland, UK","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059141312","display_name":"Jim Harkin","orcid":"https://orcid.org/0000-0001-7484-8205"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jim Harkin","raw_affiliation_strings":["School of Computing, Engineering and Intelligent Systems, Ulster University, Derry, BT48 7JL, Northern Ireland, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and Intelligent Systems, Ulster University, Derry, BT48 7JL, Northern Ireland, UK","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039683485","display_name":"Shvan Karim","orcid":null},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shvan Karim","raw_affiliation_strings":["School of Computing, Engineering and Intelligent Systems, Ulster University, Derry, BT48 7JL, Northern Ireland, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and Intelligent Systems, Ulster University, Derry, BT48 7JL, Northern Ireland, UK","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012947651","display_name":"Anju P. Johnson","orcid":"https://orcid.org/0000-0002-7017-1644"},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Anju P. Johnson","raw_affiliation_strings":["Department of Electronic Engineering, University of York, York, YO10 5DD, UK"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, University of York, York, YO10 5DD, UK","institution_ids":["https://openalex.org/I52099693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026981278","display_name":"David M. Halliday","orcid":"https://orcid.org/0000-0001-9957-0983"},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David M. Halliday","raw_affiliation_strings":["Department of Electronic Engineering, University of York, York, YO10 5DD, UK"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, University of York, York, YO10 5DD, UK","institution_ids":["https://openalex.org/I52099693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048789717","display_name":"Andy M. Tyrrell","orcid":"https://orcid.org/0000-0002-8533-2404"},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andy M. Tyrrell","raw_affiliation_strings":["Department of Electronic Engineering, University of York, York, YO10 5DD, UK"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, University of York, York, YO10 5DD, UK","institution_ids":["https://openalex.org/I52099693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080582720","display_name":"Jon Timmis","orcid":"https://orcid.org/0000-0003-1055-0471"},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jon Timmis","raw_affiliation_strings":["Department of Electronic Engineering, University of York, York, YO10 5DD, UK"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, University of York, York, YO10 5DD, UK","institution_ids":["https://openalex.org/I52099693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031341828","display_name":"Alan G. Millard","orcid":"https://orcid.org/0000-0002-4424-5953"},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alan G. Millard","raw_affiliation_strings":["Department of Electronic Engineering, University of York, York, YO10 5DD, UK"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, University of York, York, YO10 5DD, UK","institution_ids":["https://openalex.org/I52099693"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015048030","display_name":"James A. Hilder","orcid":null},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"James Hilder","raw_affiliation_strings":["Department of Electronic Engineering, University of York, York, YO10 5DD, UK"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, University of York, York, YO10 5DD, UK","institution_ids":["https://openalex.org/I52099693"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5044091027"],"corresponding_institution_ids":["https://openalex.org/I138801177"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.7425,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.69239014,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"737","last_page":"744"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":1.0,"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"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9998000264167786,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hebbian-theory","display_name":"Hebbian theory","score":0.8705369234085083},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6891276836395264},{"id":"https://openalex.org/keywords/spiking-neural-network","display_name":"Spiking neural network","score":0.6444123983383179},{"id":"https://openalex.org/keywords/learning-rule","display_name":"Learning rule","score":0.5516347885131836},{"id":"https://openalex.org/keywords/competitive-learning","display_name":"Competitive learning","score":0.4825293719768524},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4775077700614929},{"id":"https://openalex.org/keywords/spike-timing-dependent-plasticity","display_name":"Spike-timing-dependent plasticity","score":0.4360272288322449},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4282803535461426},{"id":"https://openalex.org/keywords/postsynaptic-potential","display_name":"Postsynaptic potential","score":0.2906893491744995}],"concepts":[{"id":"https://openalex.org/C111437709","wikidata":"https://www.wikidata.org/wiki/Q1277874","display_name":"Hebbian theory","level":3,"score":0.8705369234085083},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6891276836395264},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.6444123983383179},{"id":"https://openalex.org/C2779127903","wikidata":"https://www.wikidata.org/wiki/Q6510194","display_name":"Learning rule","level":3,"score":0.5516347885131836},{"id":"https://openalex.org/C120822770","wikidata":"https://www.wikidata.org/wiki/Q5156355","display_name":"Competitive learning","level":3,"score":0.4825293719768524},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4775077700614929},{"id":"https://openalex.org/C159919123","wikidata":"https://www.wikidata.org/wiki/Q7577157","display_name":"Spike-timing-dependent plasticity","level":4,"score":0.4360272288322449},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4282803535461426},{"id":"https://openalex.org/C197341189","wikidata":"https://www.wikidata.org/wiki/Q863533","display_name":"Postsynaptic potential","level":3,"score":0.2906893491744995},{"id":"https://openalex.org/C170493617","wikidata":"https://www.wikidata.org/wiki/Q208467","display_name":"Receptor","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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":3,"locations":[{"id":"doi:10.1007/978-3-030-30487-4_57","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-30487-4_57","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:eprints.whiterose.ac.uk:151445","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.whiterose.ac.uk/151445/1/autoLearningICANNV11_1.pdf","source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:pure.atira.dk:publications/abd1cda0-eae3-44c2-afe6-a47e20871ad8","is_oa":true,"landing_page_url":"https://pure.ulster.ac.uk/en/publications/abd1cda0-eae3-44c2-afe6-a47e20871ad8","pdf_url":null,"source":{"id":"https://openalex.org/S4306402454","display_name":"Ulster University Research Portal (Ulster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138801177","host_organization_name":"University of Ulster","host_organization_lineage":["https://openalex.org/I138801177"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Liu , J , McDaid , L , Harkin , J , Haji Karim , S , Johnson , A P , Halliday , D M , Tyrrell , A , Timmis , J , Millard , A G &amp; Hilder , J 2019 , Autonomous Learning Paradigm for Spiking Neural Networks . in I V Tetko , P Karpov , F Theis &amp; V Kurkov\u00e1 (eds) , Artificial Neural Networks and Machine Learning \u2013 ICANN 2019 : Theoretical Neural Computation - 28th International Conference on Artificial Neural Networks, 2019, Proceedings . vol. 11727 , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , vol. 11727 LNCS , pp. 737-744 . https://doi.org/10.1007/978-3-030-30487-4_57","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"pmh:oai:eprints.whiterose.ac.uk:151445","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.whiterose.ac.uk/151445/1/autoLearningICANNV11_1.pdf","source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G361986358","display_name":null,"funder_award_id":"EP/N007050/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6679357188","display_name":null,"funder_award_id":"EP/N007141X/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G7970336994","display_name":"Self-repairing Hardware Paradigms based on Astrocyte-neuron Models","funder_award_id":"EP/N007050/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2972310616.pdf"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W1486852018","https://openalex.org/W1733248925","https://openalex.org/W2009839417","https://openalex.org/W2136668808","https://openalex.org/W2158567876","https://openalex.org/W2503703846","https://openalex.org/W2553513600","https://openalex.org/W2585787434","https://openalex.org/W2591982720","https://openalex.org/W2612669087","https://openalex.org/W2741917766","https://openalex.org/W2773528954","https://openalex.org/W2914858039"],"related_works":["https://openalex.org/W2236252583","https://openalex.org/W2912471387","https://openalex.org/W4293380851","https://openalex.org/W2088600489","https://openalex.org/W1597526543","https://openalex.org/W4387970390","https://openalex.org/W2159992686","https://openalex.org/W2121392865","https://openalex.org/W3126544799","https://openalex.org/W2736237086"],"abstract_inverted_index":null,"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
