{"id":"https://openalex.org/W4402173410","doi":"https://doi.org/10.1007/s12065-024-00973-0","title":"Optimizing performance of feedforward and convolutional neural networks through dynamic activation functions","display_name":"Optimizing performance of feedforward and convolutional neural networks through dynamic activation functions","publication_year":2024,"publication_date":"2024-09-03","ids":{"openalex":"https://openalex.org/W4402173410","doi":"https://doi.org/10.1007/s12065-024-00973-0"},"language":"en","primary_location":{"id":"doi:10.1007/s12065-024-00973-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12065-024-00973-0","pdf_url":null,"source":{"id":"https://openalex.org/S182392644","display_name":"Evolutionary Intelligence","issn_l":"1864-5909","issn":["1864-5909","1864-5917"],"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":"Evolutionary Intelligence","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/A5061220797","display_name":"Chinmay Rane","orcid":"https://orcid.org/0000-0002-1373-819X"},"institutions":[{"id":"https://openalex.org/I189196454","display_name":"The University of Texas at Arlington","ror":"https://ror.org/019kgqr73","country_code":"US","type":"education","lineage":["https://openalex.org/I189196454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chinmay Rane","raw_affiliation_strings":["Department of Electrical Engineering, The University of Texas at Arlington, Arlington, TX, 76019, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, The University of Texas at Arlington, Arlington, TX, 76019, USA","institution_ids":["https://openalex.org/I189196454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082870488","display_name":"Kanishka Tyagi","orcid":"https://orcid.org/0000-0002-6104-1645"},"institutions":[{"id":"https://openalex.org/I189196454","display_name":"The University of Texas at Arlington","ror":"https://ror.org/019kgqr73","country_code":"US","type":"education","lineage":["https://openalex.org/I189196454"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kanishka Tyagi","raw_affiliation_strings":["Department of Electrical Engineering, The University of Texas at Arlington, Arlington, TX, 76019, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, The University of Texas at Arlington, Arlington, TX, 76019, USA","institution_ids":["https://openalex.org/I189196454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068535792","display_name":"Adrienne Kline","orcid":"https://orcid.org/0000-0002-0052-0685"},"institutions":[{"id":"https://openalex.org/I4210147348","display_name":"Northwestern Medicine","ror":"https://ror.org/04fzwnh64","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210147348"]},{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adrienne Kline","raw_affiliation_strings":["Division of Cardiac Surgery, Northwestern Medicine, Center for Artificial Intelligence, Northwestern University, Chicago, IL, 60201, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Cardiac Surgery, Northwestern Medicine, Center for Artificial Intelligence, Northwestern University, Chicago, IL, 60201, USA","institution_ids":["https://openalex.org/I111979921","https://openalex.org/I4210147348"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093724089","display_name":"Tushar Chugh","orcid":"https://orcid.org/0009-0004-4627-5461"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tushar Chugh","raw_affiliation_strings":["School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, 15213, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, 15213, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114046112","display_name":"M.T. Manry","orcid":null},"institutions":[{"id":"https://openalex.org/I189196454","display_name":"The University of Texas at Arlington","ror":"https://ror.org/019kgqr73","country_code":"US","type":"education","lineage":["https://openalex.org/I189196454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Manry","raw_affiliation_strings":["Department of Electrical Engineering, The University of Texas at Arlington, Arlington, TX, 76019, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, The University of Texas at Arlington, Arlington, TX, 76019, USA","institution_ids":["https://openalex.org/I189196454"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5082870488"],"corresponding_institution_ids":["https://openalex.org/I189196454"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":6.2581,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.96928787,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"17","issue":"5-6","first_page":"4083","last_page":"4093"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9984999895095825,"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/T10320","display_name":"Neural Networks and Applications","score":0.9984999895095825,"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/T11609","display_name":"Geophysical Methods and Applications","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T12676","display_name":"Machine Learning and ELM","score":0.9878000020980835,"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":0.9160069823265076},{"id":"https://openalex.org/keywords/feed-forward","display_name":"Feed forward","score":0.6518469452857971},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5925266146659851},{"id":"https://openalex.org/keywords/feedforward-neural-network","display_name":"Feedforward neural network","score":0.47947654128074646},{"id":"https://openalex.org/keywords/activation-function","display_name":"Activation function","score":0.4222942888736725},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3977915048599243},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3838875889778137},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32181498408317566},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.11605951189994812}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9160069823265076},{"id":"https://openalex.org/C38858127","wikidata":"https://www.wikidata.org/wiki/Q5441228","display_name":"Feed forward","level":2,"score":0.6518469452857971},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5925266146659851},{"id":"https://openalex.org/C47702885","wikidata":"https://www.wikidata.org/wiki/Q5441227","display_name":"Feedforward neural network","level":3,"score":0.47947654128074646},{"id":"https://openalex.org/C38365724","wikidata":"https://www.wikidata.org/wiki/Q4677469","display_name":"Activation function","level":3,"score":0.4222942888736725},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3977915048599243},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3838875889778137},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32181498408317566},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.11605951189994812},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12065-024-00973-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12065-024-00973-0","pdf_url":null,"source":{"id":"https://openalex.org/S182392644","display_name":"Evolutionary Intelligence","issn_l":"1864-5909","issn":["1864-5909","1864-5917"],"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":"Evolutionary Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W122552260","https://openalex.org/W139921695","https://openalex.org/W1506806321","https://openalex.org/W2006544565","https://openalex.org/W2061933243","https://openalex.org/W2066162502","https://openalex.org/W2069143585","https://openalex.org/W2087439539","https://openalex.org/W2101289363","https://openalex.org/W2103496339","https://openalex.org/W2127122275","https://openalex.org/W2138149909","https://openalex.org/W2149593872","https://openalex.org/W2163113711","https://openalex.org/W2396328129","https://openalex.org/W2608231518","https://openalex.org/W2768916635","https://openalex.org/W2769611393","https://openalex.org/W2922301133","https://openalex.org/W2963798770","https://openalex.org/W2975003945","https://openalex.org/W3000347952","https://openalex.org/W3012470135","https://openalex.org/W3017000889","https://openalex.org/W3043174105","https://openalex.org/W4205387711","https://openalex.org/W4225700944","https://openalex.org/W4385338567","https://openalex.org/W4390777282","https://openalex.org/W6963913421"],"related_works":["https://openalex.org/W3034021666","https://openalex.org/W2898900925","https://openalex.org/W2806426850","https://openalex.org/W4297795098","https://openalex.org/W2115072676","https://openalex.org/W3170224572","https://openalex.org/W2357447513","https://openalex.org/W2998088892","https://openalex.org/W4311212821","https://openalex.org/W2045727192"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":7}],"updated_date":"2026-06-27T08:28:00.272161","created_date":"2025-10-10T00:00:00"}
