{"id":"https://openalex.org/W4411517032","doi":"https://doi.org/10.1007/978-3-031-96231-8_15","title":"Large-to-Small: Energy Consumption Reduction of\u00a0Training the\u00a0Fully Connected Layers","display_name":"Large-to-Small: Energy Consumption Reduction of\u00a0Training the\u00a0Fully Connected Layers","publication_year":2025,"publication_date":"2025-06-21","ids":{"openalex":"https://openalex.org/W4411517032","doi":"https://doi.org/10.1007/978-3-031-96231-8_15"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-96231-8_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-96231-8_15","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ris.utwente.nl/ws/files/497868351/978-3-031-96231-8_15.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5118582006","display_name":"Farzad Vazinram","orcid":null},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Farzad Vazinram","raw_affiliation_strings":["Department of Computer Science, University of Twente, Enschede, The Netherlands"],"raw_orcid":"https://orcid.org/0009-0000-7865-5822","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Twente, Enschede, The Netherlands","institution_ids":["https://openalex.org/I94624287"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5118582006"],"corresponding_institution_ids":["https://openalex.org/I94624287"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24799088,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"196","last_page":"210"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.7839999794960022,"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":0.7839999794960022,"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/T12784","display_name":"Modular Robots and Swarm Intelligence","score":0.7710000276565552,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/reduction","display_name":"Reduction (mathematics)","score":0.7287269830703735},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.6791762113571167},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5943567752838135},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.5275121331214905},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3794850707054138},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3339330554008484},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16794395446777344},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.15193107724189758},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.14675983786582947},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.09471341967582703},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.09309515357017517},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.05989712476730347}],"concepts":[{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.7287269830703735},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.6791762113571167},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5943567752838135},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.5275121331214905},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3794850707054138},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3339330554008484},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16794395446777344},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.15193107724189758},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.14675983786582947},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.09471341967582703},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.09309515357017517},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.05989712476730347},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-96231-8_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-96231-8_15","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},{"id":"pmh:oai:ris.utwente.nl:publications/6ecd2a06-88e7-4303-8feb-47eea5af25e3","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/6ecd2a06-88e7-4303-8feb-47eea5af25e3","pdf_url":"https://ris.utwente.nl/ws/files/497868351/978-3-031-96231-8_15.pdf","source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Vazinram, F 2025, Large-to-Small : Energy Consumption Reduction of Training the Fully Connected Layers. in I Maglogiannis, L Iliadis, A Papaleonidas & A Andreou (eds), Artificial Intelligence Applications and Innovations : 21st IFIP WG 12.5 International Conference, AIAI 2025, Limassol, Cyprus, June 26\u201329, 2025, Proceedings, Part III. vol. 757, Springer, pp. 196-210, 21st International Conference on Artificial Intelligence Applications and Innovations, AIAI 2025, Limassol, Cyprus, 26/06/25. https://doi.org/10.1007/978-3-031-96231-8_15","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:ris.utwente.nl:publications/6ecd2a06-88e7-4303-8feb-47eea5af25e3","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/6ecd2a06-88e7-4303-8feb-47eea5af25e3","pdf_url":"https://ris.utwente.nl/ws/files/497868351/978-3-031-96231-8_15.pdf","source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Vazinram, F 2025, Large-to-Small : Energy Consumption Reduction of Training the Fully Connected Layers. in I Maglogiannis, L Iliadis, A Papaleonidas & A Andreou (eds), Artificial Intelligence Applications and Innovations : 21st IFIP WG 12.5 International Conference, AIAI 2025, Limassol, Cyprus, June 26\u201329, 2025, Proceedings, Part III. vol. 757, Springer, pp. 196-210, 21st International Conference on Artificial Intelligence Applications and Innovations, AIAI 2025, Limassol, Cyprus, 26/06/25. https://doi.org/10.1007/978-3-031-96231-8_15","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8899999856948853,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320314237","display_name":"Rijksdienst voor Ondernemend Nederland","ror":null},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411517032.pdf","grobid_xml":"https://content.openalex.org/works/W4411517032.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W2004949946","https://openalex.org/W2007339694","https://openalex.org/W2554302513","https://openalex.org/W2798544842","https://openalex.org/W3172158845","https://openalex.org/W4226301360","https://openalex.org/W4237000207","https://openalex.org/W4386757172","https://openalex.org/W4393106870","https://openalex.org/W6892464000"],"related_works":["https://openalex.org/W230091440","https://openalex.org/W2233261550","https://openalex.org/W2810751659","https://openalex.org/W258997015","https://openalex.org/W2997094352","https://openalex.org/W3216976533","https://openalex.org/W100620283","https://openalex.org/W2495260952","https://openalex.org/W4366179611","https://openalex.org/W2996078371"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
