{"id":"https://openalex.org/W4372361067","doi":"https://doi.org/10.1007/s10827-023-00851-1","title":"Improving a cortical pyramidal neuron model\u2019s classification performance on a real-world ecg dataset by extending inputs","display_name":"Improving a cortical pyramidal neuron model\u2019s classification performance on a real-world ecg dataset by extending inputs","publication_year":2023,"publication_date":"2023-05-06","ids":{"openalex":"https://openalex.org/W4372361067","doi":"https://doi.org/10.1007/s10827-023-00851-1","pmid":"https://pubmed.ncbi.nlm.nih.gov/37148455"},"language":"en","primary_location":{"id":"doi:10.1007/s10827-023-00851-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10827-023-00851-1","pdf_url":null,"source":{"id":"https://openalex.org/S27455496","display_name":"Journal of Computational Neuroscience","issn_l":"0929-5313","issn":["0929-5313","1573-6873"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Neuroscience","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5011092414","display_name":"\u0130lknur Kay\u0131k\u00e7\u0131o\u011flu Bozk\u0131r","orcid":"https://orcid.org/0000-0002-3991-5676"},"institutions":[{"id":"https://openalex.org/I162720556","display_name":"Karadeniz Technical University","ror":"https://ror.org/03z8fyr40","country_code":"TR","type":"education","lineage":["https://openalex.org/I162720556"]},{"id":"https://openalex.org/I3017902709","display_name":"Zonguldak B\u00fclent Ecevit University","ror":"https://ror.org/01dvabv26","country_code":"TR","type":"education","lineage":["https://openalex.org/I3017902709"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ilknur Kayikcioglu Bozkir","raw_affiliation_strings":["Department of Computer Engineering, Bulent Ecevit University, Zonguldak, T\u00fcrkiye. ilknurkayikcioglu@ktu.edu.tr","Department of Computer Engineering, Karadeniz Technical University, Trabzon, T\u00fcrkiye. ilknurkayikcioglu@ktu.edu.tr"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Bulent Ecevit University, Zonguldak, T\u00fcrkiye. ilknurkayikcioglu@ktu.edu.tr","institution_ids":["https://openalex.org/I3017902709"]},{"raw_affiliation_string":"Department of Computer Engineering, Karadeniz Technical University, Trabzon, T\u00fcrkiye. ilknurkayikcioglu@ktu.edu.tr","institution_ids":["https://openalex.org/I162720556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038728905","display_name":"Z\u00fcbeyir \u00d6zcan","orcid":"https://orcid.org/0000-0003-1661-5141"},"institutions":[{"id":"https://openalex.org/I162720556","display_name":"Karadeniz Technical University","ror":"https://ror.org/03z8fyr40","country_code":"TR","type":"education","lineage":["https://openalex.org/I162720556"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Zubeyir Ozcan","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Karadeniz Technical University, Trabzon, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Karadeniz Technical University, Trabzon, T\u00fcrkiye","institution_ids":["https://openalex.org/I162720556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007309655","display_name":"Cemal K\u00f6se","orcid":"https://orcid.org/0000-0002-5982-4771"},"institutions":[{"id":"https://openalex.org/I162720556","display_name":"Karadeniz Technical University","ror":"https://ror.org/03z8fyr40","country_code":"TR","type":"education","lineage":["https://openalex.org/I162720556"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Cemal Kose","raw_affiliation_strings":["Department of Computer Engineering, Karadeniz Technical University, Trabzon, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Karadeniz Technical University, Trabzon, T\u00fcrkiye","institution_ids":["https://openalex.org/I162720556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008510198","display_name":"Temel Kay\u0131k\u00e7\u0131o\u011flu","orcid":"https://orcid.org/0000-0002-6787-2415"},"institutions":[{"id":"https://openalex.org/I162720556","display_name":"Karadeniz Technical University","ror":"https://ror.org/03z8fyr40","country_code":"TR","type":"education","lineage":["https://openalex.org/I162720556"]},{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["TR","US"],"is_corresponding":false,"raw_author_name":"Temel Kayikcioglu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Illinois at Chicago, Chicago, USA","Department of Electrical and Electronics Engineering, Karadeniz Technical University, Trabzon, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Illinois at Chicago, Chicago, USA","institution_ids":["https://openalex.org/I39422238"]},{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Karadeniz Technical University, Trabzon, T\u00fcrkiye","institution_ids":["https://openalex.org/I162720556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080469744","display_name":"Ahmet Enis \u00c7etin","orcid":"https://orcid.org/0000-0002-3449-1958"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ahmet Enis Cetin","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Illinois at Chicago, Chicago, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Illinois at Chicago, Chicago, USA","institution_ids":["https://openalex.org/I39422238"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5011092414"],"corresponding_institution_ids":["https://openalex.org/I162720556","https://openalex.org/I3017902709"],"apc_list":{"value":3390,"currency":"USD","value_usd":3390},"apc_paid":null,"fwci":0.1318,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.39634747,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"51","issue":"3","first_page":"329","last_page":"341"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9988999962806702,"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"}},{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9979000091552734,"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/mirroring","display_name":"Mirroring","score":0.8278648853302002},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6988927125930786},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6555472612380981},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.5555649995803833},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5505849123001099},{"id":"https://openalex.org/keywords/neuron","display_name":"Neuron","score":0.5238081216812134},{"id":"https://openalex.org/keywords/pyramidal-cell","display_name":"Pyramidal cell","score":0.4298456013202667},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.39627259969711304},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.38035428524017334},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34173139929771423},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1283661127090454},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.09219864010810852}],"concepts":[{"id":"https://openalex.org/C189645446","wikidata":"https://www.wikidata.org/wiki/Q350865","display_name":"Mirroring","level":2,"score":0.8278648853302002},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6988927125930786},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6555472612380981},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.5555649995803833},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5505849123001099},{"id":"https://openalex.org/C2778794669","wikidata":"https://www.wikidata.org/wiki/Q43054","display_name":"Neuron","level":2,"score":0.5238081216812134},{"id":"https://openalex.org/C2778437258","wikidata":"https://www.wikidata.org/wiki/Q2116409","display_name":"Pyramidal cell","level":3,"score":0.4298456013202667},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.39627259969711304},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.38035428524017334},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34173139929771423},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1283661127090454},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.09219864010810852},{"id":"https://openalex.org/C148762608","wikidata":"https://www.wikidata.org/wiki/Q3748185","display_name":"Hippocampal formation","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017966","descriptor_name":"Pyramidal Cells","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D017966","descriptor_name":"Pyramidal Cells","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D017966","descriptor_name":"Pyramidal Cells","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1007/s10827-023-00851-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10827-023-00851-1","pdf_url":null,"source":{"id":"https://openalex.org/S27455496","display_name":"Journal of Computational Neuroscience","issn_l":"0929-5313","issn":["0929-5313","1573-6873"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Neuroscience","raw_type":"journal-article"},{"id":"pmid:37148455","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37148455","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of computational neuroscience","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322626","display_name":"T\u00fcrkiye Bilimsel ve Teknolojik Ara\u015ft\u0131rma Kurumu","ror":"https://ror.org/04w9kkr77"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1559348600","https://openalex.org/W1576838367","https://openalex.org/W1967324141","https://openalex.org/W1970716201","https://openalex.org/W1982580897","https://openalex.org/W1985392528","https://openalex.org/W1985940938","https://openalex.org/W1992156523","https://openalex.org/W1995341919","https://openalex.org/W1999545727","https://openalex.org/W2038479149","https://openalex.org/W2047598284","https://openalex.org/W2095409369","https://openalex.org/W2110016065","https://openalex.org/W2115831804","https://openalex.org/W2117120818","https://openalex.org/W2126965785","https://openalex.org/W2146655366","https://openalex.org/W2147981220","https://openalex.org/W2164649534","https://openalex.org/W2168025484","https://openalex.org/W2781725908","https://openalex.org/W2787247459","https://openalex.org/W2998412226","https://openalex.org/W3018943063","https://openalex.org/W3031541876","https://openalex.org/W3047779704","https://openalex.org/W3159712740","https://openalex.org/W3203323188","https://openalex.org/W3210271812","https://openalex.org/W3217350819","https://openalex.org/W4212952892","https://openalex.org/W4231081240","https://openalex.org/W4238614602","https://openalex.org/W6683161245"],"related_works":["https://openalex.org/W2081134829","https://openalex.org/W2012196799","https://openalex.org/W2914953798","https://openalex.org/W2016936103","https://openalex.org/W1969752774","https://openalex.org/W2551163313","https://openalex.org/W2294049764","https://openalex.org/W2108584188","https://openalex.org/W1980969160","https://openalex.org/W2404041551"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}