{"id":"https://openalex.org/W4379115849","doi":"https://doi.org/10.23919/date56975.2023.10136926","title":"PetaOps/W edge-AI $\\mu$ Processors: Myth or reality?","display_name":"PetaOps/W edge-AI $\\mu$ Processors: Myth or reality?","publication_year":2023,"publication_date":"2023-04-01","ids":{"openalex":"https://openalex.org/W4379115849","doi":"https://doi.org/10.23919/date56975.2023.10136926"},"language":"en","primary_location":{"id":"doi:10.23919/date56975.2023.10136926","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date56975.2023.10136926","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Design, Automation & Test in Europe Conference & Exhibition (DATE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://lirias.kuleuven.be/retrieve/89fc75e2-a890-4946-a0fb-2333a25e9db4","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086060203","display_name":"Manil Dev Gomony","orcid":"https://orcid.org/0000-0002-5889-0785"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Manil Dev Gomony","raw_affiliation_strings":["Eindhoven University of Technology"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064534352","display_name":"Floran De Putter","orcid":"https://orcid.org/0009-0008-9369-6532"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Floran De Putter","raw_affiliation_strings":["Eindhoven University of Technology"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025407017","display_name":"Anteneh Gebregiorgis","orcid":"https://orcid.org/0000-0001-5909-4927"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Anteneh Gebregiorgis","raw_affiliation_strings":["Delft University of Technology"],"affiliations":[{"raw_affiliation_string":"Delft University of Technology","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042519536","display_name":"Gianna Paulin","orcid":"https://orcid.org/0000-0002-1310-0911"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Gianna Paulin","raw_affiliation_strings":["ETH Zurich"],"affiliations":[{"raw_affiliation_string":"ETH Zurich","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017238376","display_name":"Linyan Mei","orcid":"https://orcid.org/0000-0001-8649-3923"},"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":"Linyan Mei","raw_affiliation_strings":["Katholieke Universiteit Leuven"],"affiliations":[{"raw_affiliation_string":"Katholieke Universiteit Leuven","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074485526","display_name":"Vikram Jain","orcid":"https://orcid.org/0000-0002-1267-1683"},"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":"Vikram Jain","raw_affiliation_strings":["Katholieke Universiteit Leuven"],"affiliations":[{"raw_affiliation_string":"Katholieke Universiteit Leuven","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005739146","display_name":"Said Hamdioui","orcid":"https://orcid.org/0000-0002-8961-0387"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Said Hamdioui","raw_affiliation_strings":["Delft University of Technology"],"affiliations":[{"raw_affiliation_string":"Delft University of Technology","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100634968","display_name":"V\u00edctor S\u00e1nchez","orcid":"https://orcid.org/0000-0002-9086-6267"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Victor Sanchez","raw_affiliation_strings":["Eindhoven University of Technology"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055618037","display_name":"Tobias Grosser","orcid":"https://orcid.org/0000-0003-3874-6003"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tobias Grosser","raw_affiliation_strings":["University of Edinburgh"],"affiliations":[{"raw_affiliation_string":"University of Edinburgh","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063550119","display_name":"Marc Geilen","orcid":"https://orcid.org/0000-0002-2629-3249"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Marc Geilen","raw_affiliation_strings":["Eindhoven University of Technology"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012150553","display_name":"Marian Verhelst","orcid":"https://orcid.org/0000-0003-3495-9263"},"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":"Marian Verhelst","raw_affiliation_strings":["Katholieke Universiteit Leuven"],"affiliations":[{"raw_affiliation_string":"Katholieke Universiteit Leuven","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040082255","display_name":"Friedemann Zenke","orcid":null},"institutions":[{"id":"https://openalex.org/I860889466","display_name":"Friedrich Miescher Institute","ror":"https://ror.org/01bmjkv45","country_code":"CH","type":"facility","lineage":["https://openalex.org/I860889466"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Friedemann Zenke","raw_affiliation_strings":["Friedrich Miescher Institute"],"affiliations":[{"raw_affiliation_string":"Friedrich Miescher Institute","institution_ids":["https://openalex.org/I860889466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055101588","display_name":"Frank K. G\u00fcrkaynak","orcid":"https://orcid.org/0000-0002-8476-554X"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Frank Gurkaynak","raw_affiliation_strings":["ETH Zurich"],"affiliations":[{"raw_affiliation_string":"ETH Zurich","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061904103","display_name":"Barry de Bruin","orcid":"https://orcid.org/0000-0002-2341-9504"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Barry De Bruin","raw_affiliation_strings":["Eindhoven University of Technology"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032436846","display_name":"Sander Stuijk","orcid":"https://orcid.org/0000-0002-2518-6847"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Sander Stuijk","raw_affiliation_strings":["Eindhoven University of Technology"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032164032","display_name":"Simon Davidson","orcid":"https://orcid.org/0000-0001-5385-442X"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Simon Davidson","raw_affiliation_strings":["The University of Manchester"],"affiliations":[{"raw_affiliation_string":"The University of Manchester","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056454387","display_name":"Sayandip De","orcid":"https://orcid.org/0000-0002-5538-561X"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Sayandip De","raw_affiliation_strings":["Eindhoven University of Technology"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057324156","display_name":"Mounir Ghogho","orcid":"https://orcid.org/0000-0002-0055-7867"},"institutions":[{"id":"https://openalex.org/I4210106663","display_name":"International University of Rabat","ror":"https://ror.org/01t9czq80","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210106663"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mounir Ghogho","raw_affiliation_strings":["Intemational University of Rabat"],"affiliations":[{"raw_affiliation_string":"Intemational University of Rabat","institution_ids":["https://openalex.org/I4210106663"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039379608","display_name":"Alexandra Jimborean","orcid":"https://orcid.org/0000-0001-8642-2447"},"institutions":[{"id":"https://openalex.org/I80180929","display_name":"Universidad de Murcia","ror":"https://ror.org/03p3aeb86","country_code":"ES","type":"education","lineage":["https://openalex.org/I80180929"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alexandra Jimborean","raw_affiliation_strings":["University of Murcia"],"affiliations":[{"raw_affiliation_string":"University of Murcia","institution_ids":["https://openalex.org/I80180929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103231577","display_name":"Sherif Eissa","orcid":"https://orcid.org/0000-0001-8210-2323"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Sherif Eissa","raw_affiliation_strings":["Eindhoven University of Technology"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043408422","display_name":"Luca Benini","orcid":"https://orcid.org/0000-0001-8068-3806"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Luca Benini","raw_affiliation_strings":["ETH Zurich"],"affiliations":[{"raw_affiliation_string":"ETH Zurich","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043131021","display_name":"Dimitrios Soudris","orcid":"https://orcid.org/0000-0002-6930-6847"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitrios Soudris","raw_affiliation_strings":["National Technical University of Athens"],"affiliations":[{"raw_affiliation_string":"National Technical University of Athens","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103277679","display_name":"Rajendra Bishnoi","orcid":"https://orcid.org/0000-0002-1590-0365"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Rajendra Bishnoi","raw_affiliation_strings":["Delft University of Technology"],"affiliations":[{"raw_affiliation_string":"Delft University of Technology","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041446247","display_name":"Sam Ainsworth","orcid":"https://orcid.org/0000-0002-3726-0055"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sam Ainsworth","raw_affiliation_strings":["University of Edinburgh"],"affiliations":[{"raw_affiliation_string":"University of Edinburgh","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071837932","display_name":"Federico Corradi","orcid":"https://orcid.org/0000-0002-5868-8077"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Federico Corradi","raw_affiliation_strings":["Eindhoven University of Technology"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046262966","display_name":"Ouassim Karrakchou","orcid":"https://orcid.org/0000-0002-9082-0736"},"institutions":[{"id":"https://openalex.org/I4210106663","display_name":"International University of Rabat","ror":"https://ror.org/01t9czq80","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210106663"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Ouassim Karrakchou","raw_affiliation_strings":["Intemational University of Rabat"],"affiliations":[{"raw_affiliation_string":"Intemational University of Rabat","institution_ids":["https://openalex.org/I4210106663"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076453092","display_name":"Tim G\u00fcneysu","orcid":"https://orcid.org/0000-0002-3293-4989"},"institutions":[{"id":"https://openalex.org/I904495901","display_name":"Ruhr University Bochum","ror":"https://ror.org/04tsk2644","country_code":"DE","type":"education","lineage":["https://openalex.org/I904495901"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tim G\u00fcneysu","raw_affiliation_strings":["Ruhr-Universität Bochum"],"affiliations":[{"raw_affiliation_string":"Ruhr-Universität Bochum","institution_ids":["https://openalex.org/I904495901"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081768631","display_name":"Henk Corporaal","orcid":"https://orcid.org/0000-0003-4506-5732"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Henk Corporaal","raw_affiliation_strings":["Eindhoven University of Technology"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology","institution_ids":["https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":8,"institutions_distinct_count":28,"corresponding_author_ids":["https://openalex.org/A5086060203"],"corresponding_institution_ids":["https://openalex.org/I83019370"],"apc_list":null,"apc_paid":null,"fwci":0.5136,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.63415606,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998999834060669,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998999834060669,"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9991999864578247,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9990000128746033,"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/flexibility","display_name":"Flexibility (engineering)","score":0.7700778245925903},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6845056414604187},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6686383485794067},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.640237033367157},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6377792954444885},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.4887706935405731},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.4835105240345001},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.47022008895874023},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4560747742652893},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.44754093885421753},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.43204936385154724},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3466168940067291},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22255870699882507},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.21383169293403625},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08713516592979431}],"concepts":[{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.7700778245925903},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6845056414604187},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6686383485794067},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.640237033367157},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6377792954444885},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.4887706935405731},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.4835105240345001},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.47022008895874023},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4560747742652893},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.44754093885421753},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.43204936385154724},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3466168940067291},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22255870699882507},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.21383169293403625},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08713516592979431},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.23919/date56975.2023.10136926","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date56975.2023.10136926","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Design, Automation & Test in Europe Conference & Exhibition (DATE)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/a4857e5a-95ba-4411-9395-d10a2c22962a","is_oa":false,"landing_page_url":"https://research.tue.nl/en/publications/a4857e5a-95ba-4411-9395-d10a2c22962a","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Gomony, M D, de Putter, F, Gebregiorgis, A, Paulin, G, Mei, L, Jain, V, Hamdioui, S, Sanchez, V, Grosser, T, Geilen, M, Verhelst, M, Zenke, F, Gurkaynak, F, de Bruin, B, Stuijk, S, Davidson, S, De, S, Ghogho, M, Jimborean, A, Eissa, S, Benini, L, Soudris, D, Bishnoi, R, Ainsworth, S, Corradi, F, Karrakchou, O, G\u00fcneysu, T & Corporaal, H 2023, PetaOps/W edge-AI \u00b5Processors: Myth or reality? in 2023 Design, Automation and Test in Europe Conference and Exhibition, DATE 2023 - Proceedings., 10136926, Institute of Electrical and Electronics Engineers, 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), Antwerp, Belgium, 17/04/23. https://doi.org/10.23919/DATE56975.2023.10136926","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/724369","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/724369","pdf_url":"https://lirias.kuleuven.be/retrieve/89fc75e2-a890-4946-a0fb-2333a25e9db4","source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"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":"Design, Automation and Test in Europe Conference and Exhibition (DATE), BELGIUM, Antwerp, 17-19 April 2023","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:tudelft.nl:uuid:fd2a2867-7b58-4ded-8628-75b7e54514cf","is_oa":true,"landing_page_url":"http://resolver.tudelft.nl/uuid:fd2a2867-7b58-4ded-8628-75b7e54514cf","pdf_url":"https://repository.tudelft.nl/file/File_9470fade-6749-4d58-b356-d2d773b49ab6","source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"},{"id":"pmh:oai:cris.unibo.it:11585/957119","is_oa":false,"landing_page_url":"https://hdl.handle.net/11585/957119","pdf_url":null,"source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:tue:oai:pure.tue.nl:publications/a4857e5a-95ba-4411-9395-d10a2c22962a","is_oa":false,"landing_page_url":"https://research.tue.nl/nl/publications/a4857e5a-95ba-4411-9395-d10a2c22962a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1 - 6","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/724369","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/724369","pdf_url":"https://lirias.kuleuven.be/retrieve/89fc75e2-a890-4946-a0fb-2333a25e9db4","source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"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":"Design, Automation and Test in Europe Conference and Exhibition (DATE), BELGIUM, Antwerp, 17-19 April 2023","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8899999856948853}],"awards":[{"id":"https://openalex.org/G5624646689","display_name":null,"funder_award_id":"101070374","funder_id":"https://openalex.org/F4320334322","funder_display_name":"HORIZON EUROPE Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4379115849.pdf"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W2574156844","https://openalex.org/W2804032941","https://openalex.org/W2886146119","https://openalex.org/W3007772124","https://openalex.org/W3120582545","https://openalex.org/W3132942233","https://openalex.org/W3134195144","https://openalex.org/W3162020142","https://openalex.org/W3204647170","https://openalex.org/W3206057408","https://openalex.org/W3206610790","https://openalex.org/W4206336135","https://openalex.org/W4220837341","https://openalex.org/W4223937247","https://openalex.org/W4246166885","https://openalex.org/W4280545967","https://openalex.org/W4286571867","https://openalex.org/W4287363917","https://openalex.org/W4292121737","https://openalex.org/W4297097447","https://openalex.org/W4309802315","https://openalex.org/W4310743547","https://openalex.org/W4310823854","https://openalex.org/W6751349269"],"related_works":["https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W3111395152","https://openalex.org/W4313526662","https://openalex.org/W4312996489","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435","https://openalex.org/W4313463379","https://openalex.org/W3214037210"],"abstract_inverted_index":{"With":[0,49],"the":[1,60,101,140,165],"rise":[2],"of":[3,104,139,147,170],"deep":[4],"learning":[5],"(DL),":[6],"our":[7,153],"world":[8],"braces":[9],"for":[10,22],"artificial":[11],"intelligence":[12],"(AI)":[13],"in":[14,53,68,123],"every":[15],"edge":[16,54,76],"device,":[17],"creating":[18],"an":[19,145],"urgent":[20],"need":[21],"edge-AI":[23],"SoCs.":[24],"This":[25],"SoC":[26,70],"hardware":[27],"needs":[28],"to":[29,47,64,78,92,114,178],"support":[30,151],"high":[31],"throughput,":[32],"reliable":[33],"and":[34,56,90,152,168],"secure":[35],"AI":[36,75,95],"processing":[37,58,77,150],"at":[38,80,136],"ultra-low":[39],"power":[40],"(ULP),":[41],"with":[42,94,134,144],"a":[43,66,97,131,182],"very":[44],"short":[45],"time":[46],"market.":[48,71],"its":[50],"strong":[51],"legacy":[52],"solutions":[55,175],"open":[57],"platforms,":[59],"EU":[61],"is":[62,108,112,176],"well-positioned":[63],"become":[65,79],"leader":[67],"this":[69,73,156],"However,":[72],"requires":[74],"least":[81],"100":[82],"times":[83],"more":[84],"energy-efficient,":[85],"while":[86],"offering":[87],"sufficient":[88],"flexibility":[89,169],"scalability":[91],"deal":[93],"as":[96],"fast-moving":[98],"target.":[99],"Since":[100],"design":[102,117,141,161],"space":[103],"these":[105,127],"complex":[106],"SoCs":[107],"huge,":[109],"advanced":[110],"tooling":[111],"needed":[113],"make":[115],"their":[116],"tractable.":[118],"The":[119],"CONVOLVE":[120],"project":[121,154],"(currently":[122],"Inital":[124],"stage)":[125],"addresses":[126],"roadblocks.":[128],"It":[129],"takes":[130],"holistic":[132],"approach":[133],"innovations":[135],"all":[137],"levels":[138],"hierarchy.":[142],"Starting":[143],"overview":[146],"SOTA":[148],"DL":[149,171],"methodology,":[155],"paper":[157],"presents":[158],"8":[159],"important":[160],"choices":[162],"largely":[163],"impacting":[164],"energy":[166],"efficiency":[167],"hardware.":[172],"Finding":[173],"good":[174],"key":[177],"making":[179],"smart-edge":[180],"computing":[181],"reality.":[183]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}