{"id":"https://openalex.org/W4408047675","doi":"https://doi.org/10.1109/access.2025.3546557","title":"Embedded Artificial Intelligence for IoT Applications Using the MAX78000","display_name":"Embedded Artificial Intelligence for IoT Applications Using the MAX78000","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408047675","doi":"https://doi.org/10.1109/access.2025.3546557"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3546557","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3546557","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3546557","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5098817014","display_name":"Martina Balbi","orcid":"https://orcid.org/0009-0002-5352-8741"},"institutions":[{"id":"https://openalex.org/I117023288","display_name":"Analog Devices (United States)","ror":"https://ror.org/01545pm61","country_code":"US","type":"company","lineage":["https://openalex.org/I117023288"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Martina Balbi","raw_affiliation_strings":["Analog Devices, Wilmington, NC, USA"],"raw_orcid":"https://orcid.org/0009-0002-5352-8741","affiliations":[{"raw_affiliation_string":"Analog Devices, Wilmington, NC, USA","institution_ids":["https://openalex.org/I117023288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024273935","display_name":"Lance Doherty","orcid":null},"institutions":[{"id":"https://openalex.org/I117023288","display_name":"Analog Devices (United States)","ror":"https://ror.org/01545pm61","country_code":"US","type":"company","lineage":["https://openalex.org/I117023288"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lance Doherty","raw_affiliation_strings":["Analog Devices, Wilmington, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Analog Devices, Wilmington, NC, USA","institution_ids":["https://openalex.org/I117023288"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080136283","display_name":"Thomas Watteyne","orcid":"https://orcid.org/0000-0002-3695-9315"},"institutions":[{"id":"https://openalex.org/I117023288","display_name":"Analog Devices (United States)","ror":"https://ror.org/01545pm61","country_code":"US","type":"company","lineage":["https://openalex.org/I117023288"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas Watteyne","raw_affiliation_strings":["Analog Devices, Wilmington, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Analog Devices, Wilmington, NC, USA","institution_ids":["https://openalex.org/I117023288"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I117023288"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.8166,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.90047455,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"13","issue":null,"first_page":"38979","last_page":"39005"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9983000159263611,"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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9983000159263611,"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"}},{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9939000010490417,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9876999855041504,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7922866344451904},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.602556586265564},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4753955602645874},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3261014521121979},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3061326742172241}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7922866344451904},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.602556586265564},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4753955602645874},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3261014521121979},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3061326742172241}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2025.3546557","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3546557","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04982025v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-04982025","pdf_url":"https://inria.hal.science/hal-04982025/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, 2025, 13, pp.38979-39005. &#x27E8;10.1109/ACCESS.2025.3546557&#x27E9;","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:0b1e99f6485f4d21a609b2bcaaf40462","is_oa":true,"landing_page_url":"https://doaj.org/article/0b1e99f6485f4d21a609b2bcaaf40462","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 38979-39005 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3546557","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3546557","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1544407768","https://openalex.org/W1767235216","https://openalex.org/W1969764623","https://openalex.org/W2051158894","https://openalex.org/W2059322891","https://openalex.org/W2071039340","https://openalex.org/W2147270524","https://openalex.org/W2500140001","https://openalex.org/W2588978745","https://openalex.org/W2724573302","https://openalex.org/W2752322585","https://openalex.org/W2899675781","https://openalex.org/W2913715341","https://openalex.org/W2919115771","https://openalex.org/W2922073769","https://openalex.org/W2931364255","https://openalex.org/W2951751045","https://openalex.org/W2955793676","https://openalex.org/W2981679558","https://openalex.org/W3023935494","https://openalex.org/W3030350170","https://openalex.org/W3038988173","https://openalex.org/W3081464307","https://openalex.org/W3101824250","https://openalex.org/W3108426037","https://openalex.org/W3140854437","https://openalex.org/W3196123687","https://openalex.org/W3196439972","https://openalex.org/W3209340886","https://openalex.org/W3214460619","https://openalex.org/W4205708288","https://openalex.org/W4205995027","https://openalex.org/W4206336135","https://openalex.org/W4221120919","https://openalex.org/W4226456828","https://openalex.org/W4255900881","https://openalex.org/W4283791586","https://openalex.org/W4287903513","https://openalex.org/W4291433199","https://openalex.org/W4306317418","https://openalex.org/W4310680429","https://openalex.org/W4366975778","https://openalex.org/W4388718329","https://openalex.org/W4390606079","https://openalex.org/W4400728547","https://openalex.org/W6631190155","https://openalex.org/W6717367658","https://openalex.org/W6735249503","https://openalex.org/W6772869672","https://openalex.org/W6838856769"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"Recent":[0],"advances":[1],"in":[2,98,138],"embedded":[3,136],"AI":[4,24,35,77,93,129,137],"and":[5,22,45,53,75,83,95],"IoT":[6,100,117],"have":[7],"revolutionized":[8],"the":[9,27,39,51,56,84,90,103,116,132],"development":[10,107],"of":[11,42,55,92,105,135],"intelligent":[12],"edge":[13],"devices.":[14],"This":[15,122],"work":[16],"provides":[17],"a":[18,29,60],"tutorial":[19,49,110],"on":[20,26,72],"developing":[21],"deploying":[23],"models":[25],"MAX78000,":[28,57],"low-power":[30,120],"microcontroller":[31],"designed":[32],"specifically":[33],"for":[34],"applications.":[36,101],"Starting":[37],"with":[38,63],"foundational":[40],"understanding":[41],"neural":[43],"networks":[44],"machine":[46],"learning,":[47],"this":[48,109],"explores":[50],"architecture":[52],"capabilities":[54],"which":[58],"integrates":[59],"CNN":[61],"accelerator":[62],"an":[64],"ARM":[65],"Cortex-M4":[66],"core.":[67],"We":[68],"give":[69],"practical":[70],"guidance":[71],"creating,":[73],"training,":[74],"quantizing":[76],"models,":[78],"detailing":[79],"essential":[80],"tools,":[81,108],"frameworks,":[82],"deployment":[85],"process.":[86],"Real-world":[87],"examples":[88],"illustrate":[89],"versatility":[91],"microcontrollers":[94],"their":[96],"performance":[97],"various":[99],"Emphasizing":[102],"importance":[104],"accessible":[106],"aims":[111],"to":[112,125],"increase":[113],"awareness":[114],"within":[115],"community":[118],"about":[119],"accelerators.":[121],"enables":[123],"developers":[124],"create":[126],"efficient,":[127],"real-time":[128],"solutions,":[130],"highlighting":[131],"transformative":[133],"potential":[134],"IoT.":[139]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-03-01T00:00:00"}
