{"id":"https://openalex.org/W4413955097","doi":"https://doi.org/10.1007/s11760-025-04552-3","title":"Fast-FNet: Accelerating transformer encoder models via efficient fourier layers","display_name":"Fast-FNet: Accelerating transformer encoder models via efficient fourier layers","publication_year":2025,"publication_date":"2025-09-03","ids":{"openalex":"https://openalex.org/W4413955097","doi":"https://doi.org/10.1007/s11760-025-04552-3"},"language":"en","primary_location":{"id":"doi:10.1007/s11760-025-04552-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11760-025-04552-3","pdf_url":null,"source":{"id":"https://openalex.org/S156904493","display_name":"Signal Image and Video Processing","issn_l":"1863-1703","issn":["1863-1703","1863-1711"],"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":"Signal, Image and Video Processing","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/A5043536662","display_name":"Nurullah Sevim","orcid":"https://orcid.org/0009-0000-0790-0587"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Nurullah Sevim","raw_affiliation_strings":["Electrical and Computer Engineering Department, Texas A&M University, College Station, Texas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Texas A&M University, College Station, Texas, USA","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088533069","display_name":"Ege Ozan \u00d6zyedek","orcid":null},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Ege Ozan Ozyedek","raw_affiliation_strings":["Computer Science Department, KU Leuven, Leuven, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003367589","display_name":"Furkan \u015eahi\u0307nu\u00e7","orcid":"https://orcid.org/0000-0001-9104-2860"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Furkan \u015eahinu\u00e7","raw_affiliation_strings":["Computer Science Department, TU Darmstadt, Darmstadt, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, TU Darmstadt, Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039294975","display_name":"Tuna Ozates","orcid":"https://orcid.org/0009-0005-3825-4190"},"institutions":[{"id":"https://openalex.org/I168864056","display_name":"Bilkent University","ror":"https://ror.org/02vh8a032","country_code":"TR","type":"education","lineage":["https://openalex.org/I168864056"]},{"id":"https://openalex.org/I4210158702","display_name":"Resonance Research (United States)","ror":"https://ror.org/05t871q54","country_code":"US","type":"company","lineage":["https://openalex.org/I4210158702"]}],"countries":["TR","US"],"is_corresponding":false,"raw_author_name":"Tuna Ozates","raw_affiliation_strings":["Electrical and Electronics Engineering Department, Bilkent University, Ankara, Turkey","National Magnetic Resonance Research Center (UMRAM), Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Electronics Engineering Department, Bilkent University, Ankara, Turkey","institution_ids":["https://openalex.org/I168864056"]},{"raw_affiliation_string":"National Magnetic Resonance Research Center (UMRAM), Ankara, Turkey","institution_ids":["https://openalex.org/I4210158702"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062231547","display_name":"Aykut Ko\u00e7","orcid":"https://orcid.org/0000-0002-6348-2663"},"institutions":[{"id":"https://openalex.org/I168864056","display_name":"Bilkent University","ror":"https://ror.org/02vh8a032","country_code":"TR","type":"education","lineage":["https://openalex.org/I168864056"]},{"id":"https://openalex.org/I4210158702","display_name":"Resonance Research (United States)","ror":"https://ror.org/05t871q54","country_code":"US","type":"company","lineage":["https://openalex.org/I4210158702"]}],"countries":["TR","US"],"is_corresponding":false,"raw_author_name":"Aykut Ko\u00e7","raw_affiliation_strings":["Electrical and Electronics Engineering Department, Bilkent University, Ankara, Turkey","National Magnetic Resonance Research Center (UMRAM), Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Electronics Engineering Department, Bilkent University, Ankara, Turkey","institution_ids":["https://openalex.org/I168864056"]},{"raw_affiliation_string":"National Magnetic Resonance Research Center (UMRAM), Ankara, Turkey","institution_ids":["https://openalex.org/I4210158702"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5043536662"],"corresponding_institution_ids":["https://openalex.org/I91045830"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":4.1797,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.9462484,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"19","issue":"12","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9951000213623047,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9951000213623047,"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"}},{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9818999767303467,"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"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9817000031471252,"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/encoder","display_name":"Encoder","score":0.6283303499221802},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5728359222412109},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5663874745368958},{"id":"https://openalex.org/keywords/fourier-transform","display_name":"Fourier transform","score":0.528465211391449},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.41811975836753845},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41270628571510315},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3339778184890747},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.2509545683860779},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19782677292823792},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17567682266235352},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11681750416755676},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.09231263399124146},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.07026907801628113}],"concepts":[{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.6283303499221802},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5728359222412109},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5663874745368958},{"id":"https://openalex.org/C102519508","wikidata":"https://www.wikidata.org/wiki/Q6520159","display_name":"Fourier transform","level":2,"score":0.528465211391449},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.41811975836753845},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41270628571510315},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3339778184890747},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.2509545683860779},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19782677292823792},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17567682266235352},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11681750416755676},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.09231263399124146},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.07026907801628113}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11760-025-04552-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11760-025-04552-3","pdf_url":null,"source":{"id":"https://openalex.org/S156904493","display_name":"Signal Image and Video Processing","issn_l":"1863-1703","issn":["1863-1703","1863-1711"],"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":"Signal, Image and Video Processing","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":38,"referenced_works":["https://openalex.org/W658512522","https://openalex.org/W1898061650","https://openalex.org/W1990976672","https://openalex.org/W2070064397","https://openalex.org/W2112458980","https://openalex.org/W2130158090","https://openalex.org/W2178628967","https://openalex.org/W2251939518","https://openalex.org/W2739351760","https://openalex.org/W2777685882","https://openalex.org/W2923014074","https://openalex.org/W2946417913","https://openalex.org/W2963341956","https://openalex.org/W2963393721","https://openalex.org/W2963748441","https://openalex.org/W2963846996","https://openalex.org/W2978670439","https://openalex.org/W2990138404","https://openalex.org/W3034955736","https://openalex.org/W3085139254","https://openalex.org/W3104033643","https://openalex.org/W3106504817","https://openalex.org/W3126396269","https://openalex.org/W3162090017","https://openalex.org/W4206746514","https://openalex.org/W4210398316","https://openalex.org/W4280566494","https://openalex.org/W4285295266","https://openalex.org/W4303634038","https://openalex.org/W4312863243","https://openalex.org/W4388265531","https://openalex.org/W4391876816","https://openalex.org/W4393032946","https://openalex.org/W4402652167","https://openalex.org/W4402684071","https://openalex.org/W4404952622","https://openalex.org/W4405178275","https://openalex.org/W4410737814"],"related_works":["https://openalex.org/W4390516098","https://openalex.org/W2181948922","https://openalex.org/W2384362569","https://openalex.org/W2142795561","https://openalex.org/W4205302943","https://openalex.org/W2561132942","https://openalex.org/W3155418658","https://openalex.org/W4243199227","https://openalex.org/W2379948177","https://openalex.org/W2119949815"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-14T08:36:36.166977","created_date":"2025-10-10T00:00:00"}