{"id":"https://openalex.org/W1859010066","doi":"https://doi.org/10.1109/ijcnn.2015.7280764","title":"Modelling Absence Epilepsy seizure data in the NeuCube evolving spiking neural network architecture","display_name":"Modelling Absence Epilepsy seizure data in the NeuCube evolving spiking neural network architecture","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1859010066","doi":"https://doi.org/10.1109/ijcnn.2015.7280764","mag":"1859010066"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2015.7280764","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2015.7280764","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"article","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/A5074113046","display_name":"Elisa Capecci","orcid":null},"institutions":[{"id":"https://openalex.org/I39854758","display_name":"Auckland University of Technology","ror":"https://ror.org/01zvqw119","country_code":"NZ","type":"education","lineage":["https://openalex.org/I39854758"]}],"countries":["NZ"],"is_corresponding":true,"raw_author_name":"Elisa Capecci","raw_affiliation_strings":["Auckland University of Technology - knowledge Engineering and Discovery Research Institute AUT Tower, Auckland, New Zealand","Auckland University of Technology - Knowledge Engineering and Discovery Research Institute, AUT Tower, Level 7, cnr Rutland and Wakefield Street, 1010, New Zealand"],"affiliations":[{"raw_affiliation_string":"Auckland University of Technology - knowledge Engineering and Discovery Research Institute AUT Tower, Auckland, New Zealand","institution_ids":["https://openalex.org/I39854758"]},{"raw_affiliation_string":"Auckland University of Technology - Knowledge Engineering and Discovery Research Institute, AUT Tower, Level 7, cnr Rutland and Wakefield Street, 1010, New Zealand","institution_ids":["https://openalex.org/I39854758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024163413","display_name":"Josafath I. Espinosa\u2010Ramos","orcid":"https://orcid.org/0000-0001-5128-0610"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Josafath I. Espinosa-Ramos","raw_affiliation_strings":["Instituto Politecnico Nacional, Ciudad de Mexico, Distrito Federal, MX","Centre for Computing Research, National Polytechnic Institute, Juan de Dios Batiz, Col. Nva. Industrial Vallejo, CP 07738 M\u00e9xico City, Mexico"],"affiliations":[{"raw_affiliation_string":"Instituto Politecnico Nacional, Ciudad de Mexico, Distrito Federal, MX","institution_ids":["https://openalex.org/I59361560"]},{"raw_affiliation_string":"Centre for Computing Research, National Polytechnic Institute, Juan de Dios Batiz, Col. Nva. Industrial Vallejo, CP 07738 M\u00e9xico City, Mexico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056605266","display_name":"Nadia Mammone","orcid":"https://orcid.org/0000-0003-4962-3500"},"institutions":[{"id":"https://openalex.org/I4210162269","display_name":"Centro Neurolesi Bonino Pulejo","ror":"https://ror.org/05tzq2c96","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126","https://openalex.org/I4210162269"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nadia Mammone","raw_affiliation_strings":["+IRCCS Centro Neurolesi Bonino-Pulejo Via Palermo c/da Casazza, Messina, Italy","IRCCS Centro Neurolesi Bonino-Pulejo, Via Palermo c/da Casazza, SS. 113, Messina, Italy"],"affiliations":[{"raw_affiliation_string":"+IRCCS Centro Neurolesi Bonino-Pulejo Via Palermo c/da Casazza, Messina, Italy","institution_ids":["https://openalex.org/I4210162269"]},{"raw_affiliation_string":"IRCCS Centro Neurolesi Bonino-Pulejo, Via Palermo c/da Casazza, SS. 113, Messina, Italy","institution_ids":["https://openalex.org/I4210162269"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024893012","display_name":"Nikola Kasabov","orcid":"https://orcid.org/0000-0003-4433-7521"},"institutions":[{"id":"https://openalex.org/I39854758","display_name":"Auckland University of Technology","ror":"https://ror.org/01zvqw119","country_code":"NZ","type":"education","lineage":["https://openalex.org/I39854758"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Nikola Kasabov","raw_affiliation_strings":["Auckland University of Technology - knowledge Engineering and Discovery Research Institute AUT Tower, Auckland, New Zealand","Auckland University of Technology - Knowledge Engineering and Discovery Research Institute, AUT Tower, Level 7, cnr Rutland and Wakefield Street, 1010, New Zealand"],"affiliations":[{"raw_affiliation_string":"Auckland University of Technology - knowledge Engineering and Discovery Research Institute AUT Tower, Auckland, New Zealand","institution_ids":["https://openalex.org/I39854758"]},{"raw_affiliation_string":"Auckland University of Technology - Knowledge Engineering and Discovery Research Institute, AUT Tower, Level 7, cnr Rutland and Wakefield Street, 1010, New Zealand","institution_ids":["https://openalex.org/I39854758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080479997","display_name":"Jonas Duun\u2010Henriksen","orcid":"https://orcid.org/0000-0003-1558-8225"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jonas Duun-Henriksen","raw_affiliation_strings":["3HypoSafe A/S, Lyngby, Denmark","HypoSafe A/S, Diplomvej 381, 2800 Kgs. Lyngby, Denmark"],"affiliations":[{"raw_affiliation_string":"3HypoSafe A/S, Lyngby, Denmark","institution_ids":[]},{"raw_affiliation_string":"HypoSafe A/S, Diplomvej 381, 2800 Kgs. Lyngby, Denmark","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075776869","display_name":"Troels W. Kj\u00e6r","orcid":"https://orcid.org/0000-0002-2105-6199"},"institutions":[{"id":"https://openalex.org/I107707843","display_name":"Roskilde University","ror":"https://ror.org/014axpa37","country_code":"DK","type":"education","lineage":["https://openalex.org/I107707843"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Troels Wesenberg Kjaer","raw_affiliation_strings":["Department of Neurology, Roskilde University Hospital Koegevej 7\u201313, Roskilde, Denmark","Neurophysiology Center, Department of Neurology, Roskilde University Hospital, Koegevej 7-13, DK-4000, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, Roskilde University Hospital Koegevej 7\u201313, Roskilde, Denmark","institution_ids":["https://openalex.org/I107707843"]},{"raw_affiliation_string":"Neurophysiology Center, Department of Neurology, Roskilde University Hospital, Koegevej 7-13, DK-4000, Denmark","institution_ids":["https://openalex.org/I107707843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024736577","display_name":"Maurizio Campolo","orcid":"https://orcid.org/0000-0003-4197-3661"},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]},{"id":"https://openalex.org/I26840924","display_name":"Mediterranean University","ror":"https://ror.org/03tsjvt68","country_code":"ME","type":"education","lineage":["https://openalex.org/I26840924"]}],"countries":["IT","ME"],"is_corresponding":false,"raw_author_name":"Maurizio Campolo","raw_affiliation_strings":["DICEAM Department, Mediterranean University of Reggio Calabria Via Graziella Feo di Vito, Reggio, Calabria, Italy","DICEAM Department, Mediterranean University of Reggio Calabria, Via Graziella Feo di Vito, 89060, Italy"],"affiliations":[{"raw_affiliation_string":"DICEAM Department, Mediterranean University of Reggio Calabria Via Graziella Feo di Vito, Reggio, Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]},{"raw_affiliation_string":"DICEAM Department, Mediterranean University of Reggio Calabria, Via Graziella Feo di Vito, 89060, Italy","institution_ids":["https://openalex.org/I26840924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067407533","display_name":"Fabio La Foresta","orcid":"https://orcid.org/0000-0002-8290-5019"},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]},{"id":"https://openalex.org/I26840924","display_name":"Mediterranean University","ror":"https://ror.org/03tsjvt68","country_code":"ME","type":"education","lineage":["https://openalex.org/I26840924"]}],"countries":["IT","ME"],"is_corresponding":false,"raw_author_name":"Fabio La Foresta","raw_affiliation_strings":["DICEAM Department, Mediterranean University of Reggio Calabria Via Graziella Feo di Vito, Reggio, Calabria, Italy","DICEAM Department, Mediterranean University of Reggio Calabria, Via Graziella Feo di Vito, 89060, Italy"],"affiliations":[{"raw_affiliation_string":"DICEAM Department, Mediterranean University of Reggio Calabria Via Graziella Feo di Vito, Reggio, Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]},{"raw_affiliation_string":"DICEAM Department, Mediterranean University of Reggio Calabria, Via Graziella Feo di Vito, 89060, Italy","institution_ids":["https://openalex.org/I26840924"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068143882","display_name":"Francesco Carlo Morabito","orcid":"https://orcid.org/0000-0003-0734-9136"},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]},{"id":"https://openalex.org/I26840924","display_name":"Mediterranean University","ror":"https://ror.org/03tsjvt68","country_code":"ME","type":"education","lineage":["https://openalex.org/I26840924"]}],"countries":["IT","ME"],"is_corresponding":false,"raw_author_name":"Francesco C. Morabito","raw_affiliation_strings":["DICEAM Department, Mediterranean University of Reggio Calabria Via Graziella Feo di Vito, Reggio, Calabria, Italy","DICEAM Department, Mediterranean University of Reggio Calabria, Via Graziella Feo di Vito, 89060, Italy"],"affiliations":[{"raw_affiliation_string":"DICEAM Department, Mediterranean University of Reggio Calabria Via Graziella Feo di Vito, Reggio, Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]},{"raw_affiliation_string":"DICEAM Department, Mediterranean University of Reggio Calabria, Via Graziella Feo di Vito, 89060, Italy","institution_ids":["https://openalex.org/I26840924"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5074113046"],"corresponding_institution_ids":["https://openalex.org/I39854758"],"apc_list":null,"apc_paid":null,"fwci":0.7891,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.7550831,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"7477","issue":null,"first_page":"1","last_page":"8"},"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":0.9998000264167786,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","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"}}],"keywords":[{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.7802194356918335},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7231196761131287},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6844869256019592},{"id":"https://openalex.org/keywords/spiking-neural-network","display_name":"Spiking neural network","score":0.5809922814369202},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.5112431049346924},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5093053579330444},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48904237151145935},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.46219995617866516},{"id":"https://openalex.org/keywords/transfer-entropy","display_name":"Transfer entropy","score":0.41415196657180786},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40326160192489624},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33396613597869873},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2460063397884369},{"id":"https://openalex.org/keywords/principle-of-maximum-entropy","display_name":"Principle of maximum entropy","score":0.19347456097602844}],"concepts":[{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.7802194356918335},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7231196761131287},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6844869256019592},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.5809922814369202},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.5112431049346924},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5093053579330444},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48904237151145935},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.46219995617866516},{"id":"https://openalex.org/C182049051","wikidata":"https://www.wikidata.org/wiki/Q17147155","display_name":"Transfer entropy","level":3,"score":0.41415196657180786},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40326160192489624},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33396613597869873},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2460063397884369},{"id":"https://openalex.org/C9679016","wikidata":"https://www.wikidata.org/wiki/Q1417473","display_name":"Principle of maximum entropy","level":2,"score":0.19347456097602844}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2015.7280764","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2015.7280764","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W7508719","https://openalex.org/W43064109","https://openalex.org/W613434969","https://openalex.org/W849940649","https://openalex.org/W1486852018","https://openalex.org/W1645375084","https://openalex.org/W1973551643","https://openalex.org/W1978413140","https://openalex.org/W1983245114","https://openalex.org/W1994918405","https://openalex.org/W2004281511","https://openalex.org/W2017723185","https://openalex.org/W2019598563","https://openalex.org/W2020485355","https://openalex.org/W2031783473","https://openalex.org/W2039573396","https://openalex.org/W2054747732","https://openalex.org/W2088393247","https://openalex.org/W2091644467","https://openalex.org/W2094192378","https://openalex.org/W2105411565","https://openalex.org/W2119951963","https://openalex.org/W2149530067","https://openalex.org/W2162003043","https://openalex.org/W2169366712","https://openalex.org/W2532921675","https://openalex.org/W6600291396","https://openalex.org/W6623515109"],"related_works":["https://openalex.org/W2395385109","https://openalex.org/W2773633178","https://openalex.org/W2802335767","https://openalex.org/W2080101436","https://openalex.org/W4388090985","https://openalex.org/W2166624857","https://openalex.org/W2363907062","https://openalex.org/W2393137063","https://openalex.org/W2899025944","https://openalex.org/W2803623216"],"abstract_inverted_index":{"Epilepsy":[0],"is":[1],"the":[2,23,26,35,59,66,74,87,97,100],"most":[3],"diffuse":[4],"brain":[5,75],"disorder":[6],"that":[7,58],"can":[8],"affect":[9],"people's":[10],"lives":[11],"even":[12],"on":[13],"its":[14,79],"early":[15],"stage.":[16],"In":[17],"this":[18],"paper,":[19],"we":[20],"used":[21],"for":[22,34,65,96],"first":[24],"time":[25],"spiking":[27,80],"neural":[28],"networks":[29],"(SNN)":[30],"framework":[31],"called":[32],"NeuCube":[33],"analysis":[36,67,98],"of":[37,70,78,86,93],"electroencephalography":[38],"(EEG)":[39],"data":[40,95],"recorded":[41],"from":[42],"a":[43,62],"person":[44],"affected":[45],"by":[46],"Absence":[47],"Epileptic":[48],"(AE),":[49],"using":[50],"permutation":[51],"entropy":[52],"(PE)":[53],"features.":[54],"Our":[55],"results":[56],"demonstrated":[57],"methodology":[60],"constitutes":[61],"valuable":[63],"tool":[64],"and":[68,82,99],"understanding":[69],"functional":[71],"changes":[72],"in":[73,76],"term":[77],"activity":[81],"connectivity.":[83],"Future":[84],"applications":[85],"model":[88],"aim":[89],"at":[90],"personalised":[91],"modelling":[92],"epileptic":[94],"event":[101],"prediction.":[102]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
