{"id":"https://openalex.org/W3109391100","doi":"https://doi.org/10.1109/dcis51330.2020.9268645","title":"Developing an AI IoT application with open software on a RISC-V SoC","display_name":"Developing an AI IoT application with open software on a RISC-V SoC","publication_year":2020,"publication_date":"2020-11-18","ids":{"openalex":"https://openalex.org/W3109391100","doi":"https://doi.org/10.1109/dcis51330.2020.9268645","mag":"3109391100"},"language":"en","primary_location":{"id":"doi:10.1109/dcis51330.2020.9268645","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dcis51330.2020.9268645","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 XXXV Conference on Design of Circuits and Integrated Systems (DCIS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zaguan.unizar.es/record/108514/files/texto_completo.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010125648","display_name":"Enrique Torres-Sanchez","orcid":"https://orcid.org/0000-0002-3512-2396"},"institutions":[{"id":"https://openalex.org/I255234318","display_name":"Universidad de Zaragoza","ror":"https://ror.org/012a91z28","country_code":"ES","type":"education","lineage":["https://openalex.org/I255234318"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Enrique Torres-Sanchez","raw_affiliation_strings":["Escuela de Ingenier\u00eda y Arquitectura, Universidad de Zaragoza, Zaragoza, Spain"],"affiliations":[{"raw_affiliation_string":"Escuela de Ingenier\u00eda y Arquitectura, Universidad de Zaragoza, Zaragoza, Spain","institution_ids":["https://openalex.org/I255234318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073821260","display_name":"Jes\u00fas Alastruey-Bened\u00e9","orcid":"https://orcid.org/0000-0003-4164-5078"},"institutions":[{"id":"https://openalex.org/I255234318","display_name":"Universidad de Zaragoza","ror":"https://ror.org/012a91z28","country_code":"ES","type":"education","lineage":["https://openalex.org/I255234318"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jesus Alastruey-Benede","raw_affiliation_strings":["Universidad de Zaragoza, Zaragoza, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad de Zaragoza, Zaragoza, Spain","institution_ids":["https://openalex.org/I255234318"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004431631","display_name":"Enrique F. Torres Moreno","orcid":"https://orcid.org/0000-0001-8093-8346"},"institutions":[{"id":"https://openalex.org/I255234318","display_name":"Universidad de Zaragoza","ror":"https://ror.org/012a91z28","country_code":"ES","type":"education","lineage":["https://openalex.org/I255234318"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Enrique Torres-Moreno","raw_affiliation_strings":["Universidad de Zaragoza, Zaragoza, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad de Zaragoza, Zaragoza, Spain","institution_ids":["https://openalex.org/I255234318"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5010125648"],"corresponding_institution_ids":["https://openalex.org/I255234318"],"apc_list":null,"apc_paid":null,"fwci":1.4655,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.84877664,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9988999962806702,"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":0.9988999962806702,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9987000226974487,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9829000234603882,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.7500433921813965},{"id":"https://openalex.org/keywords/debugging","display_name":"Debugging","score":0.7257013916969299},{"id":"https://openalex.org/keywords/toolchain","display_name":"Toolchain","score":0.6721665263175964},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.5869362950325012},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5646162033081055},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.49585971236228943},{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.4262010157108307},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3646507263183594},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3548608720302582},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.3514695167541504},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23786816000938416}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7500433921813965},{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.7257013916969299},{"id":"https://openalex.org/C2777062904","wikidata":"https://www.wikidata.org/wiki/Q545406","display_name":"Toolchain","level":3,"score":0.6721665263175964},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.5869362950325012},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5646162033081055},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.49585971236228943},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.4262010157108307},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3646507263183594},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3548608720302582},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3514695167541504},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23786816000938416},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/dcis51330.2020.9268645","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dcis51330.2020.9268645","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 XXXV Conference on Design of Circuits and Integrated Systems (DCIS)","raw_type":"proceedings-article"},{"id":"pmh:oai:zaguan.unizar.es:108514","is_oa":true,"landing_page_url":"http://zaguan.unizar.es/record/108514","pdf_url":"https://zaguan.unizar.es/record/108514/files/texto_completo.pdf","source":{"id":"https://openalex.org/S4306401812","display_name":"Zaguan (University of Zaragoza Repository)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I255234318","host_organization_name":"Universidad de Zaragoza","host_organization_lineage":["https://openalex.org/I255234318"],"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/article"}],"best_oa_location":{"id":"pmh:oai:zaguan.unizar.es:108514","is_oa":true,"landing_page_url":"http://zaguan.unizar.es/record/108514","pdf_url":"https://zaguan.unizar.es/record/108514/files/texto_completo.pdf","source":{"id":"https://openalex.org/S4306401812","display_name":"Zaguan (University of Zaragoza Repository)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I255234318","host_organization_name":"Universidad de Zaragoza","host_organization_lineage":["https://openalex.org/I255234318"],"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/article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3109391100.pdf","grobid_xml":"https://content.openalex.org/works/W3109391100.grobid-xml"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W220440441","https://openalex.org/W2612445135","https://openalex.org/W2962970995","https://openalex.org/W4297775537","https://openalex.org/W6737664043"],"related_works":["https://openalex.org/W2013037783","https://openalex.org/W2909413202","https://openalex.org/W1999008563","https://openalex.org/W4385243142","https://openalex.org/W2561644314","https://openalex.org/W2794118724","https://openalex.org/W2912135124","https://openalex.org/W3107591246","https://openalex.org/W3155032774","https://openalex.org/W4230130155"],"abstract_inverted_index":{"RISC-V":[0,25],"is":[1,6,131,173,180,220],"an":[2],"emergent":[3],"architecture":[4],"that":[5],"gaining":[7],"strength":[8],"in":[9,46,114,136,226],"low-power":[10],"IoT":[11,119],"applications.":[12],"The":[13,86,128],"stabilization":[14],"of":[15,22,24,35,44,133,165,175,195,208],"the":[16,20,29,33,42,56,59,61,66,75,79,83,90,111,163,166,170,199,206,209,216,222,231],"architectural":[17],"extensions":[18],"and":[19,78,139,211,230],"start":[21],"commercialization":[23],"based":[26,122],"SOCs,":[27],"like":[28,154],"Kendryte":[30,84],"K210,":[31],"raises":[32],"question":[34],"whether":[36,142,177],"this":[37,52],"open":[38],"standard":[39],"will":[40],"facilitate":[41],"development":[43,57,70,223],"applications":[45,121],"specific":[47],"markets":[48],"or":[49,149,159,185],"not.":[50],"In":[51,106,162],"paper":[53],"we":[54,201],"evaluate":[55,109],"environments,":[58],"toolchain,":[60],"debugging":[62,232],"processes":[63,233],"related":[64],"to":[65,108],"Sipeed":[67],"MAIX":[68],"Go":[69],"board,":[71],"as":[72,74],"well":[73],"standalone":[76],"SDK":[77],"Micropython":[80],"port":[81],"for":[82,89,98,155,218],"K210.":[85],"training":[87],"pipeline":[88],"built-in":[91],"convolutional":[92],"neural":[93],"network":[94],"accelerator,":[95],"with":[96],"support":[97],"Tiny":[99],"YOLO":[100],"v2,":[101],"has":[102],"also":[103],"been":[104,126],"studied.":[105],"order":[107],"all":[110],"above":[112],"aspects":[113],"depth,":[115],"two":[116],"low-cost,":[117],"low-power,":[118],"edge":[120],"on":[123],"AI":[124],"have":[125],"developed.":[127],"first":[129],"one":[130],"capable":[132,174],"recognizing":[134],"movement":[135],"a":[137,147,151,157,160,178,182,192],"house":[138,152],"autonomously":[140],"identify":[141],"it":[143],"was":[144],"caused":[145],"by":[146,150],"human":[148],"pet,":[153],"example":[156],"dog":[158],"cat.":[161],"context":[164],"current":[167],"COVID-19":[168],"pandemic,":[169],"second":[171],"application":[172],"labeling":[176],"pedestrian":[179],"wearing":[181],"face":[183],"mask":[184],"not,":[186],"doing":[187],"real-time":[188],"object":[189],"recognition":[190],"at":[191],"mean":[193],"rate":[194],"13":[196],"FPS.":[197],"Throughout":[198],"process,":[200],"can":[202],"conclude":[203],"that,":[204],"despite":[205],"potential":[207],"hardware":[210],"its":[212],"excellent":[213],"performance/cost":[214],"ratio,":[215],"documentation":[217],"developers":[219],"scarce,":[221],"environments":[224],"are":[225,234],"low":[227],"maturity":[228],"levels,":[229],"sometimes":[235],"nonexistent.":[236]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
