{"id":"https://openalex.org/W1876450460","doi":"https://doi.org/10.1007/978-3-319-09339-0_82","title":"Prediction of Physical Time Series Using Spiking Neural Networks","display_name":"Prediction of Physical Time Series Using Spiking Neural Networks","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W1876450460","doi":"https://doi.org/10.1007/978-3-319-09339-0_82","mag":"1876450460"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-09339-0_82","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-09339-0_82","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/A5021269089","display_name":"D. Reid","orcid":"https://orcid.org/0000-0003-1971-0953"},"institutions":[{"id":"https://openalex.org/I44852757","display_name":"Liverpool Hope University","ror":"https://ror.org/03ctjbj91","country_code":"GB","type":"education","lineage":["https://openalex.org/I44852757"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David Reid","raw_affiliation_strings":["Mathematics and Computer Science Department, Liverpool Hope University, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mathematics and Computer Science Department, Liverpool Hope University, UK","institution_ids":["https://openalex.org/I44852757"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025789067","display_name":"Abir Hussain","orcid":"https://orcid.org/0000-0001-8413-0045"},"institutions":[{"id":"https://openalex.org/I63098007","display_name":"Liverpool John Moores University","ror":"https://ror.org/04zfme737","country_code":"GB","type":"education","lineage":["https://openalex.org/I63098007"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Abir Jaafar Hussain","raw_affiliation_strings":["Liverpool John Moores University, Liverpool, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Liverpool John Moores University, Liverpool, UK","institution_ids":["https://openalex.org/I63098007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062823430","display_name":"Hissam Tawfik","orcid":"https://orcid.org/0000-0002-3613-0910"},"institutions":[{"id":"https://openalex.org/I44852757","display_name":"Liverpool Hope University","ror":"https://ror.org/03ctjbj91","country_code":"GB","type":"education","lineage":["https://openalex.org/I44852757"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hissam Tawfik","raw_affiliation_strings":["Mathematics and Computer Science Department, Liverpool Hope University, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mathematics and Computer Science Department, Liverpool Hope University, UK","institution_ids":["https://openalex.org/I44852757"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011466065","display_name":"Rozaida Ghazali","orcid":"https://orcid.org/0000-0003-0119-0873"},"institutions":[{"id":"https://openalex.org/I930072361","display_name":"Tun Hussein Onn University of Malaysia","ror":"https://ror.org/01c5wha71","country_code":"MY","type":"education","lineage":["https://openalex.org/I930072361"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Rozaida Ghazali","raw_affiliation_strings":["Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Malaysia","[Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Malaysia]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Malaysia","institution_ids":["https://openalex.org/I930072361"]},{"raw_affiliation_string":"[Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Malaysia]","institution_ids":["https://openalex.org/I930072361"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"816","last_page":"824"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9994999766349792,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9961000084877014,"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":0.8793514966964722},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6821365356445312},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.655240535736084},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5607542395591736},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5603659152984619},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5047744512557983},{"id":"https://openalex.org/keywords/spiking-neural-network","display_name":"Spiking neural network","score":0.45747777819633484},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.374741792678833},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3446676731109619}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8793514966964722},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6821365356445312},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.655240535736084},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5607542395591736},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5603659152984619},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5047744512557983},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.45747777819633484},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.374741792678833},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3446676731109619},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-09339-0_82","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-09339-0_82","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:hira.hope.ac.uk:1531","is_oa":false,"landing_page_url":"https://hira.hope.ac.uk/id/eprint/1531/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402035","display_name":"Hope's Institutional Research Archive (Liverpool Hope University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I44852757","host_organization_name":"Liverpool Hope University","host_organization_lineage":["https://openalex.org/I44852757"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W101771737","https://openalex.org/W266383608","https://openalex.org/W1565470870","https://openalex.org/W1599105596","https://openalex.org/W1966264494","https://openalex.org/W1979251670","https://openalex.org/W1982580897","https://openalex.org/W1985940938","https://openalex.org/W1986246844","https://openalex.org/W2006370340","https://openalex.org/W2021262621","https://openalex.org/W2022036926","https://openalex.org/W2068625583","https://openalex.org/W2128432504","https://openalex.org/W2129754611","https://openalex.org/W2131724064","https://openalex.org/W2151478040","https://openalex.org/W2164653071","https://openalex.org/W2168114164","https://openalex.org/W2185212694","https://openalex.org/W4214571354"],"related_works":["https://openalex.org/W3126544799","https://openalex.org/W3104333581","https://openalex.org/W2542565870","https://openalex.org/W3111828357","https://openalex.org/W3018398156","https://openalex.org/W2082756648","https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W3146111732","https://openalex.org/W1990205660"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}