{"id":"https://openalex.org/W4392248509","doi":"https://doi.org/10.1109/icce59016.2024.10444268","title":"Running hardware-aware neural architecture search on embedded devices under 512MB of RAM","display_name":"Running hardware-aware neural architecture search on embedded devices under 512MB of RAM","publication_year":2024,"publication_date":"2024-01-06","ids":{"openalex":"https://openalex.org/W4392248509","doi":"https://doi.org/10.1109/icce59016.2024.10444268"},"language":"en","primary_location":{"id":"doi:10.1109/icce59016.2024.10444268","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce59016.2024.10444268","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Consumer Electronics (ICCE)","raw_type":"proceedings-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/A5031966279","display_name":"Andrea Mattia Garavagno","orcid":"https://orcid.org/0000-0003-4038-0805"},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]},{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Andrea Mattia Garavagno","raw_affiliation_strings":["DITEN University of Genoa,Department of Electrical, Electronic, Telecommunication Engineering and Naval Architecture,Genoa,Italy,16145","Department of Excellence in Robotics & AI, Institute of Mechanical Intelligence, Scuola Superiore Sant'Anna, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"DITEN University of Genoa,Department of Electrical, Electronic, Telecommunication Engineering and Naval Architecture,Genoa,Italy,16145","institution_ids":["https://openalex.org/I83816512"]},{"raw_affiliation_string":"Department of Excellence in Robotics & AI, Institute of Mechanical Intelligence, Scuola Superiore Sant'Anna, Pisa, Italy","institution_ids":["https://openalex.org/I162290304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041590923","display_name":"Edoardo Ragusa","orcid":"https://orcid.org/0000-0002-5527-6325"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Edoardo Ragusa","raw_affiliation_strings":["DITEN University of Genoa,Department of Electrical, Electronic, Telecommunication Engineering and Naval Architecture,Genoa,Italy,16145"],"affiliations":[{"raw_affiliation_string":"DITEN University of Genoa,Department of Electrical, Electronic, Telecommunication Engineering and Naval Architecture,Genoa,Italy,16145","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090204404","display_name":"Antonio Frisoli","orcid":"https://orcid.org/0000-0002-7126-4113"},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Frisoli","raw_affiliation_strings":["Institute of Mechanical Intelligence, Scuola Superiore Sant&#x2019;Anna,Department of Excellence in Robotics &#x0026; AI,Pisa,Italy,56127"],"affiliations":[{"raw_affiliation_string":"Institute of Mechanical Intelligence, Scuola Superiore Sant&#x2019;Anna,Department of Excellence in Robotics &#x0026; AI,Pisa,Italy,56127","institution_ids":["https://openalex.org/I162290304"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000985243","display_name":"Paolo Gastaldo","orcid":"https://orcid.org/0000-0002-5748-3942"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Gastaldo","raw_affiliation_strings":["DITEN University of Genoa,Department of Electrical, Electronic, Telecommunication Engineering and Naval Architecture,Genoa,Italy,16145"],"affiliations":[{"raw_affiliation_string":"DITEN University of Genoa,Department of Electrical, Electronic, Telecommunication Engineering and Naval Architecture,Genoa,Italy,16145","institution_ids":["https://openalex.org/I83816512"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5031966279"],"corresponding_institution_ids":["https://openalex.org/I162290304","https://openalex.org/I83816512"],"apc_list":null,"apc_paid":null,"fwci":1.5572,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.82166657,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9991000294685364,"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"}},{"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.996999979019165,"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/computer-science","display_name":"Computer science","score":0.7399888634681702},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5345124006271362},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.5293270945549011},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.5208181142807007},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.5106459259986877},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.41075998544692993},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19730019569396973}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7399888634681702},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5345124006271362},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.5293270945549011},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.5208181142807007},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.5106459259986877},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.41075998544692993},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19730019569396973},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icce59016.2024.10444268","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce59016.2024.10444268","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Consumer Electronics (ICCE)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unige.it:11567/1206975","is_oa":false,"landing_page_url":"https://hdl.handle.net/11567/1206975","pdf_url":null,"source":{"id":"https://openalex.org/S4377196291","display_name":"CINECA IRIS Institutial Research Information System (University of Genoa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83816512","host_organization_name":"University of Genoa","host_organization_lineage":["https://openalex.org/I83816512"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2951104886","https://openalex.org/W2963918968","https://openalex.org/W2988089665","https://openalex.org/W2994749257","https://openalex.org/W3003756543","https://openalex.org/W3011347095","https://openalex.org/W3044604993","https://openalex.org/W3094136258","https://openalex.org/W4382541821","https://openalex.org/W6752515464","https://openalex.org/W6767064347","https://openalex.org/W6774875199","https://openalex.org/W6780827055","https://openalex.org/W6784581357"],"related_works":["https://openalex.org/W2588198209","https://openalex.org/W1909006023","https://openalex.org/W4205824991","https://openalex.org/W3200723557","https://openalex.org/W4312713546","https://openalex.org/W2362195430","https://openalex.org/W2347494122","https://openalex.org/W2567983276","https://openalex.org/W2802298219","https://openalex.org/W2038503502"],"abstract_inverted_index":{"This":[0],"document":[1],"proposes":[2],"a":[3,96],"novel":[4],"approach":[5],"to":[6,66],"hardware-aware":[7],"neural":[8,38],"architecture":[9,69],"search":[10],"(HW":[11],"NAS)":[12],"that":[13],"considers":[14],"the":[15,19,49,71,87,91],"resources":[16],"available":[17],"on":[18,27,70,90,100],"computing":[20],"platform":[21],"running":[22],"it,":[23],"enabling":[24],"its":[25],"execution":[26],"various":[28],"embedded":[29,102],"devices.":[30,103],"The":[31,80],"presented":[32],"HW":[33],"NAS":[34],"produces":[35],"tiny":[36],"convolutional":[37],"networks":[39],"(CNNs)":[40],"targeting":[41],"low-end":[42],"microcontroller":[43],"units":[44],"(MCUs),":[45],"typically":[46],"involved":[47],"in":[48,86],"Internet":[50],"of":[51],"Things":[52],"(IoT)":[53],"or":[54],"wearable":[55],"robotics,":[56],"opening":[57],"new":[58],"use":[59],"cases.":[60],"A":[61],"gateway":[62],"could":[63],"run":[64],"it":[65],"tailor":[67],"CNNs\u2019":[68],"acquired":[72],"data":[73],"without":[74],"using":[75],"external":[76],"servers,":[77],"ensuring":[78],"privacy.":[79],"proposed":[81],"technique":[82],"achieves":[83],"state-of-the-art":[84],"results":[85],"human-recognition":[88],"tasks":[89],"Visual":[92],"Wake":[93],"Word":[94],"dataset,":[95],"standard":[97],"TinyML":[98],"benchmark,":[99],"several":[101]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
