{"id":"https://openalex.org/W2808352527","doi":"https://doi.org/10.1007/978-3-319-94544-6_3","title":"How Can Deep Neural Networks Be Generated Efficiently for Devices with Limited Resources?","display_name":"How Can Deep Neural Networks Be Generated Efficiently for Devices with Limited Resources?","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2808352527","doi":"https://doi.org/10.1007/978-3-319-94544-6_3","mag":"2808352527"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-94544-6_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-94544-6_3","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5078364512","display_name":"Unai Elordi","orcid":"https://orcid.org/0000-0002-6276-0123"},"institutions":[{"id":"https://openalex.org/I4210092551","display_name":"Vicomtech","ror":"https://ror.org/0023sah13","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092551"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Unai Elordi","raw_affiliation_strings":["Applied Research in Visual Computing, Vicomtech, Mikeletegi Pasealekua Miramon, Donostia, Spain"],"affiliations":[{"raw_affiliation_string":"Applied Research in Visual Computing, Vicomtech, Mikeletegi Pasealekua Miramon, Donostia, Spain","institution_ids":["https://openalex.org/I4210092551"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031497416","display_name":"Luis Unzueta","orcid":"https://orcid.org/0000-0001-5648-0910"},"institutions":[{"id":"https://openalex.org/I4210092551","display_name":"Vicomtech","ror":"https://ror.org/0023sah13","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092551"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Luis Unzueta","raw_affiliation_strings":["Applied Research in Visual Computing, Vicomtech, Mikeletegi Pasealekua Miramon, Donostia, Spain"],"affiliations":[{"raw_affiliation_string":"Applied Research in Visual Computing, Vicomtech, Mikeletegi Pasealekua Miramon, Donostia, Spain","institution_ids":["https://openalex.org/I4210092551"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021284069","display_name":"Ignacio Arganda\u2010Carreras","orcid":"https://orcid.org/0000-0003-0229-5722"},"institutions":[{"id":"https://openalex.org/I47686490","display_name":"Donostia International Physics Center","ror":"https://ror.org/02e24yw40","country_code":"ES","type":"other","lineage":["https://openalex.org/I47686490"]},{"id":"https://openalex.org/I110594554","display_name":"Ikerbasque","ror":"https://ror.org/01cc3fy72","country_code":"ES","type":"other","lineage":["https://openalex.org/I110594554"]},{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ignacio Arganda-Carreras","raw_affiliation_strings":["Basque Country University (UPV/EHU), San Sebastian, Spain","Donostia International Physics Center (DIPC), San Sebastian, Spain","Ikerbasque, Basque Foundation for Science, Bilbao, Spain"],"affiliations":[{"raw_affiliation_string":"Basque Country University (UPV/EHU), San Sebastian, Spain","institution_ids":["https://openalex.org/I169108374"]},{"raw_affiliation_string":"Donostia International Physics Center (DIPC), San Sebastian, Spain","institution_ids":["https://openalex.org/I47686490"]},{"raw_affiliation_string":"Ikerbasque, Basque Foundation for Science, Bilbao, Spain","institution_ids":["https://openalex.org/I110594554"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036033134","display_name":"Oihana Otaegui","orcid":"https://orcid.org/0000-0001-6069-8787"},"institutions":[{"id":"https://openalex.org/I4210092551","display_name":"Vicomtech","ror":"https://ror.org/0023sah13","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092551"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Oihana Otaegui","raw_affiliation_strings":["Applied Research in Visual Computing, Vicomtech, Mikeletegi Pasealekua Miramon, Donostia, Spain"],"affiliations":[{"raw_affiliation_string":"Applied Research in Visual Computing, Vicomtech, Mikeletegi Pasealekua Miramon, Donostia, Spain","institution_ids":["https://openalex.org/I4210092551"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5078364512"],"corresponding_institution_ids":["https://openalex.org/I4210092551"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.1815,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.62664767,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"24","last_page":"33"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":1.0,"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":1.0,"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/T12676","display_name":"Machine Learning and ELM","score":0.9990000128746033,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9987000226974487,"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":0.8818896412849426},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.7751240730285645},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6495625376701355},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6378121376037598},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5423555970191956},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.47641289234161377},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.4749336838722229},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4411987066268921},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3555917739868164},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.34725862741470337},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.241704523563385},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09983757138252258},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.07812166213989258}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8818896412849426},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.7751240730285645},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6495625376701355},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6378121376037598},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5423555970191956},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.47641289234161377},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.4749336838722229},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4411987066268921},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3555917739868164},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.34725862741470337},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.241704523563385},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09983757138252258},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.07812166213989258}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-94544-6_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-94544-6_3","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1841592590","https://openalex.org/W1901129140","https://openalex.org/W1902934009","https://openalex.org/W1984541135","https://openalex.org/W2114766824","https://openalex.org/W2117539524","https://openalex.org/W2125389748","https://openalex.org/W2163605009","https://openalex.org/W2193145675","https://openalex.org/W2194775991","https://openalex.org/W2260663238","https://openalex.org/W2271840356","https://openalex.org/W2279098554","https://openalex.org/W2300242332","https://openalex.org/W2431890537","https://openalex.org/W2469490737","https://openalex.org/W2515385951","https://openalex.org/W2561675875","https://openalex.org/W2612445135","https://openalex.org/W2619096655","https://openalex.org/W2736953746","https://openalex.org/W2952826672","https://openalex.org/W2963125010","https://openalex.org/W2963163009","https://openalex.org/W2963226883","https://openalex.org/W2963551763","https://openalex.org/W2964233199","https://openalex.org/W2964299589","https://openalex.org/W3106250896","https://openalex.org/W6600277285","https://openalex.org/W6600291067","https://openalex.org/W6600336938","https://openalex.org/W6600339457","https://openalex.org/W6604472716","https://openalex.org/W6824836315"],"related_works":["https://openalex.org/W96612179","https://openalex.org/W2770234245","https://openalex.org/W2566006169","https://openalex.org/W2987774938","https://openalex.org/W632915154","https://openalex.org/W4229499248","https://openalex.org/W4378874356","https://openalex.org/W2055733372","https://openalex.org/W2369811061","https://openalex.org/W3089997100"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}