{"id":"https://openalex.org/W4224073772","doi":"https://doi.org/10.1007/s00521-022-07211-7","title":"KAF\u2009+\u2009RSigELU: a nonlinear and kernel-based activation function for deep neural networks","display_name":"KAF\u2009+\u2009RSigELU: a nonlinear and kernel-based activation function for deep neural networks","publication_year":2022,"publication_date":"2022-04-18","ids":{"openalex":"https://openalex.org/W4224073772","doi":"https://doi.org/10.1007/s00521-022-07211-7"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-022-07211-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-022-07211-7","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","raw_type":"journal-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/A5033556853","display_name":"Serhat K\u0131l\u0131\u00e7arslan","orcid":"https://orcid.org/0000-0001-9483-4425"},"institutions":[{"id":"https://openalex.org/I3133171086","display_name":"Band\u0131rma Onyedi Eyl\u00fcl University","ror":"https://ror.org/02mtr7g38","country_code":"TR","type":"education","lineage":["https://openalex.org/I3133171086"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Serhat Kili\u00e7arslan","raw_affiliation_strings":["Software Engineering Department, Band\u0131rma Onyedi Eyl\u00fcl University, Band\u0131rma, Bal\u0131kesir, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-9483-4425","affiliations":[{"raw_affiliation_string":"Software Engineering Department, Band\u0131rma Onyedi Eyl\u00fcl University, Band\u0131rma, Bal\u0131kesir, Turkey","institution_ids":["https://openalex.org/I3133171086"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021467057","display_name":"Mete \u00c7elik","orcid":"https://orcid.org/0000-0002-1488-1502"},"institutions":[{"id":"https://openalex.org/I87673952","display_name":"Erciyes University","ror":"https://ror.org/047g8vk19","country_code":"TR","type":"education","lineage":["https://openalex.org/I87673952"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mete Celik","raw_affiliation_strings":["Dept. of Computer Engineering, Erciyes University, 38039, Kayseri, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Engineering, Erciyes University, 38039, Kayseri, Turkey","institution_ids":["https://openalex.org/I87673952"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5033556853"],"corresponding_institution_ids":["https://openalex.org/I3133171086"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":1.1614,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.80745163,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"34","issue":"16","first_page":"13909","last_page":"13923"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9991999864578247,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9988999962806702,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/mnist-database","display_name":"MNIST database","score":0.9183429479598999},{"id":"https://openalex.org/keywords/activation-function","display_name":"Activation function","score":0.7122970819473267},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6822771430015564},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.668617844581604},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5466989278793335},{"id":"https://openalex.org/keywords/sigmoid-function","display_name":"Sigmoid function","score":0.541944146156311},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5396040081977844},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5124137997627258},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.5099912881851196},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5019321441650391},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.49419739842414856},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.46700677275657654},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.41640353202819824},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3781529366970062},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3545168936252594},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32504355907440186},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16211339831352234},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.09187349677085876}],"concepts":[{"id":"https://openalex.org/C190502265","wikidata":"https://www.wikidata.org/wiki/Q17069496","display_name":"MNIST database","level":3,"score":0.9183429479598999},{"id":"https://openalex.org/C38365724","wikidata":"https://www.wikidata.org/wiki/Q4677469","display_name":"Activation function","level":3,"score":0.7122970819473267},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6822771430015564},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.668617844581604},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5466989278793335},{"id":"https://openalex.org/C81388566","wikidata":"https://www.wikidata.org/wiki/Q526668","display_name":"Sigmoid function","level":3,"score":0.541944146156311},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5396040081977844},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5124137997627258},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.5099912881851196},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5019321441650391},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.49419739842414856},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.46700677275657654},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.41640353202819824},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3781529366970062},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3545168936252594},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32504355907440186},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16211339831352234},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.09187349677085876},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-022-07211-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-022-07211-7","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1503398984","https://openalex.org/W1677182931","https://openalex.org/W2017761002","https://openalex.org/W2051586572","https://openalex.org/W2064534757","https://openalex.org/W2064675550","https://openalex.org/W2107878631","https://openalex.org/W2112796928","https://openalex.org/W2553754377","https://openalex.org/W2735225686","https://openalex.org/W2751261182","https://openalex.org/W2883936846","https://openalex.org/W2889227979","https://openalex.org/W2902935192","https://openalex.org/W2921193494","https://openalex.org/W2951375073","https://openalex.org/W2962907613","https://openalex.org/W2963568027","https://openalex.org/W2981052729","https://openalex.org/W2991023786","https://openalex.org/W3000870501","https://openalex.org/W3023212902","https://openalex.org/W3045233820","https://openalex.org/W3089733125","https://openalex.org/W3092439297","https://openalex.org/W3114589555","https://openalex.org/W3127526569","https://openalex.org/W3131477807","https://openalex.org/W3134817226","https://openalex.org/W3159222978","https://openalex.org/W3167977644","https://openalex.org/W6600679772","https://openalex.org/W6732629455"],"related_works":["https://openalex.org/W3082263874","https://openalex.org/W3004759583","https://openalex.org/W3024979424","https://openalex.org/W4283785902","https://openalex.org/W2895192346","https://openalex.org/W3032499992","https://openalex.org/W2041004593","https://openalex.org/W3134817226","https://openalex.org/W3116943156","https://openalex.org/W3173926637"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
