{"id":"https://openalex.org/W4385156604","doi":"https://doi.org/10.1007/s11063-023-11343-9","title":"On the Performance of new Higher Order Transformation Functions for Highly Efficient Dense Layers","display_name":"On the Performance of new Higher Order Transformation Functions for Highly Efficient Dense Layers","publication_year":2023,"publication_date":"2023-07-23","ids":{"openalex":"https://openalex.org/W4385156604","doi":"https://doi.org/10.1007/s11063-023-11343-9"},"language":"en","primary_location":{"id":"doi:10.1007/s11063-023-11343-9","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1007/s11063-023-11343-9","pdf_url":null,"source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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 Processing Letters","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/A5085649558","display_name":"Atharva Gundawar","orcid":"https://orcid.org/0000-0002-4601-0672"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Atharva Gundawar","raw_affiliation_strings":["School of Computer Science and Engineering, Vellore Institute of Technology Vellore, Vellore, Tamil Nadu, India","School of Computer Science and Engineering, Vellore Institute of Technology Vellore, Vellore, India"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Vellore Institute of Technology Vellore, Vellore, Tamil Nadu, India","institution_ids":["https://openalex.org/I876193797"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Vellore Institute of Technology Vellore, Vellore, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014649495","display_name":"Srishti Lodha","orcid":"https://orcid.org/0000-0002-0323-5396"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Srishti Lodha","raw_affiliation_strings":["School of Computer Science and Engineering, Vellore Institute of Technology Vellore, Vellore, Tamil Nadu, India","School of Computer Science and Engineering, Vellore Institute of Technology Vellore, Vellore, India"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Vellore Institute of Technology Vellore, Vellore, Tamil Nadu, India","institution_ids":["https://openalex.org/I876193797"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Vellore Institute of Technology Vellore, Vellore, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025056430","display_name":"V. Vijayarajan","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"V. Vijayarajan","raw_affiliation_strings":["School of Computer Science and Engineering, Vellore Institute of Technology Vellore, Vellore, Tamil Nadu, India","School of Computer Science and Engineering, Vellore Institute of Technology Vellore, Vellore, India"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Vellore Institute of Technology Vellore, Vellore, Tamil Nadu, India","institution_ids":["https://openalex.org/I876193797"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Vellore Institute of Technology Vellore, Vellore, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057111750","display_name":"Balaji Iyer","orcid":null},"institutions":[{"id":"https://openalex.org/I1285204247","display_name":"Cincinnati Children's Hospital Medical Center","ror":"https://ror.org/01hcyya48","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1285204247"]},{"id":"https://openalex.org/I63135867","display_name":"University of Cincinnati","ror":"https://ror.org/01e3m7079","country_code":"US","type":"education","lineage":["https://openalex.org/I63135867"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Balaji Iyer","raw_affiliation_strings":["Departments of Pediatrics, Biomedical Informatics, Computer Science, University of Cincinnati, Cincinnati, USA","Division of Biomedical Informatics, Cincinnati Children\u2019s Hospital Medical Center, Cincinnati, OH, 45229, USA","Division of Biomedical Informatics, Cincinnati Children\u2019s Hospital Medical Center, Cincinnati, USA"],"affiliations":[{"raw_affiliation_string":"Departments of Pediatrics, Biomedical Informatics, Computer Science, University of Cincinnati, Cincinnati, USA","institution_ids":["https://openalex.org/I63135867"]},{"raw_affiliation_string":"Division of Biomedical Informatics, Cincinnati Children\u2019s Hospital Medical Center, Cincinnati, OH, 45229, USA","institution_ids":["https://openalex.org/I1285204247"]},{"raw_affiliation_string":"Division of Biomedical Informatics, Cincinnati Children\u2019s Hospital Medical Center, Cincinnati, USA","institution_ids":["https://openalex.org/I1285204247"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017246903","display_name":"V. B. Surya Prasath","orcid":"https://orcid.org/0000-0001-7163-7453"},"institutions":[{"id":"https://openalex.org/I1285204247","display_name":"Cincinnati Children's Hospital Medical Center","ror":"https://ror.org/01hcyya48","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1285204247"]},{"id":"https://openalex.org/I63135867","display_name":"University of Cincinnati","ror":"https://ror.org/01e3m7079","country_code":"US","type":"education","lineage":["https://openalex.org/I63135867"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"V. B. Surya Prasath","raw_affiliation_strings":["Departments of Pediatrics, Biomedical Informatics, Computer Science, University of Cincinnati, Cincinnati, USA","Division of Biomedical Informatics, Cincinnati Children\u2019s Hospital Medical Center, Cincinnati, OH, 45229, USA","Division of Biomedical Informatics, Cincinnati Children\u2019s Hospital Medical Center, Cincinnati, USA"],"affiliations":[{"raw_affiliation_string":"Departments of Pediatrics, Biomedical Informatics, Computer Science, University of Cincinnati, Cincinnati, USA","institution_ids":["https://openalex.org/I63135867"]},{"raw_affiliation_string":"Division of Biomedical Informatics, Cincinnati Children\u2019s Hospital Medical Center, Cincinnati, OH, 45229, USA","institution_ids":["https://openalex.org/I1285204247"]},{"raw_affiliation_string":"Division of Biomedical Informatics, Cincinnati Children\u2019s Hospital Medical Center, Cincinnati, USA","institution_ids":["https://openalex.org/I1285204247"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5017246903"],"corresponding_institution_ids":["https://openalex.org/I1285204247","https://openalex.org/I63135867"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07492618,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"55","issue":"8","first_page":"10655","last_page":"10668"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":0.9948999881744385,"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9948999881744385,"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/T10741","display_name":"Video Coding and Compression Technologies","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11019","display_name":"Image Enhancement Techniques","score":0.9900000095367432,"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/transformation","display_name":"Transformation (genetics)","score":0.7347855567932129},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7223983407020569},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6359277367591858},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5629622340202332},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.5483230352401733},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5262695550918579},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5022509098052979},{"id":"https://openalex.org/keywords/linear-map","display_name":"Linear map","score":0.4681466221809387},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.46687954664230347},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4587266147136688},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4430285096168518},{"id":"https://openalex.org/keywords/activation-function","display_name":"Activation function","score":0.43852970004081726},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.43217992782592773},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4286273717880249},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3835335373878479},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2809048891067505}],"concepts":[{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.7347855567932129},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7223983407020569},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6359277367591858},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5629622340202332},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.5483230352401733},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5262695550918579},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5022509098052979},{"id":"https://openalex.org/C49766605","wikidata":"https://www.wikidata.org/wiki/Q207643","display_name":"Linear map","level":2,"score":0.4681466221809387},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.46687954664230347},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4587266147136688},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4430285096168518},{"id":"https://openalex.org/C38365724","wikidata":"https://www.wikidata.org/wiki/Q4677469","display_name":"Activation function","level":3,"score":0.43852970004081726},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.43217992782592773},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4286273717880249},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3835335373878479},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2809048891067505},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11063-023-11343-9","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1007/s11063-023-11343-9","pdf_url":null,"source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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 Processing Letters","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":20,"referenced_works":["https://openalex.org/W2008165846","https://openalex.org/W2041292378","https://openalex.org/W2049494623","https://openalex.org/W2068777106","https://openalex.org/W2097117768","https://openalex.org/W2102661468","https://openalex.org/W2107878631","https://openalex.org/W2183341477","https://openalex.org/W2258321281","https://openalex.org/W2517617279","https://openalex.org/W2605622124","https://openalex.org/W2896726780","https://openalex.org/W2964148965","https://openalex.org/W2964149935","https://openalex.org/W2964296115","https://openalex.org/W2999803881","https://openalex.org/W3096215947","https://openalex.org/W6600120041","https://openalex.org/W6607891379","https://openalex.org/W6859930917"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W3110577345","https://openalex.org/W2745001401","https://openalex.org/W4321353415","https://openalex.org/W2130974462","https://openalex.org/W972276598","https://openalex.org/W4246352526","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W2088798842"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}
