{"id":"https://openalex.org/W4206727444","doi":"https://doi.org/10.1088/2634-4386/ac4c38","title":"Human activity recognition: suitability of a neuromorphic approach for on-edge AIoT applications","display_name":"Human activity recognition: suitability of a neuromorphic approach for on-edge AIoT applications","publication_year":2022,"publication_date":"2022-01-17","ids":{"openalex":"https://openalex.org/W4206727444","doi":"https://doi.org/10.1088/2634-4386/ac4c38"},"language":"en","primary_location":{"id":"doi:10.1088/2634-4386/ac4c38","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2634-4386/ac4c38","pdf_url":null,"source":{"id":"https://openalex.org/S4210212933","display_name":"Neuromorphic Computing and Engineering","issn_l":"2634-4386","issn":["2634-4386"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuromorphic Computing and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1088/2634-4386/ac4c38","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010173029","display_name":"Vittorio Fra","orcid":"https://orcid.org/0000-0001-9175-2838"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vittorio Fra","raw_affiliation_strings":["Politecnico di Torino, Corso Duca degli Abruzzi, 24, Torino, TO, 10129, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9175-2838","affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Corso Duca degli Abruzzi, 24, Torino, TO, 10129, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035474519","display_name":"Evelina Forno","orcid":"https://orcid.org/0000-0002-2508-9254"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Evelina Forno","raw_affiliation_strings":["Politecnico di Torino, Corso Duca degli Abruzzi, 24, Torino, TO, 10129, Italy"],"raw_orcid":"https://orcid.org/0000-0002-2508-9254","affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Corso Duca degli Abruzzi, 24, Torino, TO, 10129, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032058759","display_name":"Riccardo Pignari","orcid":"https://orcid.org/0000-0001-6341-8613"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Riccardo Pignari","raw_affiliation_strings":["Politecnico di Torino, Corso Duca degli Abruzzi, 24, Torino, TO, 10129, Italy"],"raw_orcid":"https://orcid.org/0000-0001-6341-8613","affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Corso Duca degli Abruzzi, 24, Torino, TO, 10129, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069590039","display_name":"Terrence C. Stewart","orcid":"https://orcid.org/0000-0002-1445-7613"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]},{"id":"https://openalex.org/I4210159778","display_name":"National Research Council Canada","ror":"https://ror.org/04mte1k06","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210159778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Terrence C Stewart","raw_affiliation_strings":["National Research Council Canada, University of Waterloo Collaboration Centre, Waterloo, Ontario, Canada"],"raw_orcid":"https://orcid.org/0000-0002-1445-7613","affiliations":[{"raw_affiliation_string":"National Research Council Canada, University of Waterloo Collaboration Centre, Waterloo, Ontario, Canada","institution_ids":["https://openalex.org/I4210159778","https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005432629","display_name":"Enrico Macii","orcid":"https://orcid.org/0000-0001-9046-5618"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Enrico Macii","raw_affiliation_strings":["Politecnico di Torino, Corso Duca degli Abruzzi, 24, Torino, TO, 10129, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9046-5618","affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Corso Duca degli Abruzzi, 24, Torino, TO, 10129, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011857762","display_name":"Gianvito Urgese","orcid":"https://orcid.org/0000-0003-2672-7593"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Gianvito Urgese","raw_affiliation_strings":["Politecnico di Torino, Corso Duca degli Abruzzi, 24, Torino, TO, 10129, Italy"],"raw_orcid":"https://orcid.org/0000-0003-2672-7593","affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Corso Duca degli Abruzzi, 24, Torino, TO, 10129, Italy","institution_ids":["https://openalex.org/I177477856"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5011857762"],"corresponding_institution_ids":["https://openalex.org/I177477856"],"apc_list":{"value":2000,"currency":"GBP","value_usd":2453},"apc_paid":{"value":2000,"currency":"GBP","value_usd":2453},"fwci":2.3809,"has_fulltext":true,"cited_by_count":38,"citation_normalized_percentile":{"value":0.89026024,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"2","issue":"1","first_page":"014006","last_page":"014006"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9962999820709229,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9952999949455261,"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/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.8262729644775391},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.761563241481781},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.7214469909667969},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.6291188597679138},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6212546229362488},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.6126371622085571},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5379228591918945},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5302395820617676},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5246591567993164},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5082985758781433},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.49407318234443665},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4913119375705719},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4800471067428589},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4746944308280945},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.42352554202079773},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.20556765794754028},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12767210602760315},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.09436938166618347}],"concepts":[{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.8262729644775391},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.761563241481781},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.7214469909667969},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.6291188597679138},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6212546229362488},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.6126371622085571},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5379228591918945},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5302395820617676},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5246591567993164},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5082985758781433},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.49407318234443665},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4913119375705719},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4800471067428589},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4746944308280945},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.42352554202079773},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.20556765794754028},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12767210602760315},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.09436938166618347},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1088/2634-4386/ac4c38","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2634-4386/ac4c38","pdf_url":null,"source":{"id":"https://openalex.org/S4210212933","display_name":"Neuromorphic Computing and Engineering","issn_l":"2634-4386","issn":["2634-4386"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuromorphic Computing and Engineering","raw_type":"journal-article"},{"id":"pmh:oai:cisti-icist.nrc-cnrc.ca:cistinparc:cfe394ad-1cdc-41dc-9e40-ee58aca2a202","is_oa":true,"landing_page_url":"https://nrc-publications.canada.ca/eng/view/object/?id=cfe394ad-1cdc-41dc-9e40-ee58aca2a202","pdf_url":"https://nrc-publications.canada.ca/eng/view/ft/?id=cfe394ad-1cdc-41dc-9e40-ee58aca2a202","source":{"id":"https://openalex.org/S7407055245","display_name":"NPARC","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.1088/2634-4386/ac4c38","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2634-4386/ac4c38","pdf_url":null,"source":{"id":"https://openalex.org/S4210212933","display_name":"Neuromorphic Computing and Engineering","issn_l":"2634-4386","issn":["2634-4386"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuromorphic Computing and Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8899999856948853,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G3435111458","display_name":"Arrowhead Tools for Engineering of Digitalisation Solutions","funder_award_id":"826452","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4838625163","display_name":null,"funder_award_id":"826452","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G4937468798","display_name":null,"funder_award_id":"H2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5766349579","display_name":"Human Brain Project Specific Grant Agreement 2","funder_award_id":"785907","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G6513289877","display_name":null,"funder_award_id":"EU H2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G6607577419","display_name":null,"funder_award_id":"785907","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G7331901853","display_name":null,"funder_award_id":"EU H2020","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G8280684723","display_name":null,"funder_award_id":"826452","funder_id":"https://openalex.org/F4320327207","funder_display_name":"Electronic Components and Systems for European Leadership"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320327207","display_name":"Electronic Components and Systems for European Leadership","ror":null},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":116,"referenced_works":["https://openalex.org/W123295786","https://openalex.org/W1852728451","https://openalex.org/W2001465022","https://openalex.org/W2006370340","https://openalex.org/W2017634428","https://openalex.org/W2026297770","https://openalex.org/W2037003183","https://openalex.org/W2054780155","https://openalex.org/W2063598276","https://openalex.org/W2065125569","https://openalex.org/W2066338981","https://openalex.org/W2073401630","https://openalex.org/W2087514146","https://openalex.org/W2126511896","https://openalex.org/W2130459697","https://openalex.org/W2138913040","https://openalex.org/W2149176744","https://openalex.org/W2153041354","https://openalex.org/W2201675152","https://openalex.org/W2219995598","https://openalex.org/W2270470215","https://openalex.org/W2296311849","https://openalex.org/W2320625002","https://openalex.org/W2518937691","https://openalex.org/W2568919276","https://openalex.org/W2749476078","https://openalex.org/W2773393927","https://openalex.org/W2783525259","https://openalex.org/W2795342689","https://openalex.org/W2798878556","https://openalex.org/W2897283793","https://openalex.org/W2914529066","https://openalex.org/W2920051117","https://openalex.org/W2928645920","https://openalex.org/W2944906262","https://openalex.org/W2951929328","https://openalex.org/W2953894615","https://openalex.org/W2963150511","https://openalex.org/W2964311967","https://openalex.org/W2969335882","https://openalex.org/W2970783931","https://openalex.org/W2972660824","https://openalex.org/W2987375544","https://openalex.org/W2988151969","https://openalex.org/W2988798608","https://openalex.org/W2990793844","https://openalex.org/W2998376881","https://openalex.org/W2998986365","https://openalex.org/W3000856666","https://openalex.org/W3003976491","https://openalex.org/W3011785450","https://openalex.org/W3015878284","https://openalex.org/W3016856208","https://openalex.org/W3017181332","https://openalex.org/W3033564916","https://openalex.org/W3041090558","https://openalex.org/W3080880247","https://openalex.org/W3084069105","https://openalex.org/W3088411822","https://openalex.org/W3089563032","https://openalex.org/W3091777473","https://openalex.org/W3092451347","https://openalex.org/W3093916778","https://openalex.org/W3097855118","https://openalex.org/W3106469817","https://openalex.org/W3106935170","https://openalex.org/W3107057812","https://openalex.org/W3109340983","https://openalex.org/W3112105942","https://openalex.org/W3118466544","https://openalex.org/W3119689986","https://openalex.org/W3120745964","https://openalex.org/W3121311936","https://openalex.org/W3127183689","https://openalex.org/W3129393910","https://openalex.org/W3133590696","https://openalex.org/W3137654048","https://openalex.org/W3138783654","https://openalex.org/W3139646219","https://openalex.org/W3139657805","https://openalex.org/W3154036126","https://openalex.org/W3157367050","https://openalex.org/W3161179337","https://openalex.org/W3161587390","https://openalex.org/W3162020142","https://openalex.org/W3162661926","https://openalex.org/W3166550029","https://openalex.org/W3170094950","https://openalex.org/W3172744943","https://openalex.org/W3176152791","https://openalex.org/W3182319652","https://openalex.org/W3185191651","https://openalex.org/W3194630958","https://openalex.org/W4245112217","https://openalex.org/W6605004550","https://openalex.org/W6657323074","https://openalex.org/W6659580712","https://openalex.org/W6666246620","https://openalex.org/W6679380999","https://openalex.org/W6688162903","https://openalex.org/W6697585492","https://openalex.org/W6755947534","https://openalex.org/W6760053323","https://openalex.org/W6767368257","https://openalex.org/W6770649714","https://openalex.org/W6773577985","https://openalex.org/W6782933149","https://openalex.org/W6783931563","https://openalex.org/W6787396345","https://openalex.org/W6788837436","https://openalex.org/W6790444855","https://openalex.org/W6796606877","https://openalex.org/W6800115147","https://openalex.org/W6820447853","https://openalex.org/W6888962972","https://openalex.org/W7068105237"],"related_works":["https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4313526662","https://openalex.org/W3111395152","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":{"Abstract":[0],"Human":[1],"activity":[2],"recognition":[3],"(HAR)":[4],"is":[5,39],"a":[6,99,144,158],"classification":[7],"problem":[8,93],"involving":[9],"time-dependent":[10],"signals":[11,136],"produced":[12],"by":[13,97],"body":[14],"monitoring,":[15],"and":[16,60,70],"its":[17],"application":[18],"domain":[19],"covers":[20],"all":[21],"the":[22,55,74,120,134,169],"aspects":[23],"of":[24,46,79,138,171,179],"human":[25],"life,":[26],"from":[27,31,64],"healthcare":[28],"to":[29,33,161,164,167],"sport,":[30],"safety":[32],"smart":[34,59],"environments.":[35],"As":[36],"such,":[37],"it":[38],"naturally":[40],"well":[41,114],"suited":[42],"for":[43,54,76,82,175],"on-edge":[44,176],"deployment":[45],"personalized":[47],"point-of-care":[48],"analyses":[49],"or":[50],"other":[51],"tailored":[52],"services":[53],"user.":[56],"However,":[57],"typical":[58,137],"wearable":[61],"devices":[62],"suffer":[63],"relevant":[65],"limitations":[66],"regarding":[67],"energy":[68,146],"consumption,":[69],"this":[71,87,92],"significantly":[72],"hinders":[73],"possibility":[75],"successful":[77],"employment":[78],"edge":[80],"computing":[81],"tasks":[83],"like":[84,119],"HAR.":[85],"In":[86],"paper,":[88],"we":[89,124,155],"investigate":[90],"how":[91,126],"can":[94,130],"be":[95,162],"mitigated":[96],"adopting":[98],"neuromorphic":[100],"approach.":[101],"By":[102,148],"comparing":[103],"optimized":[104],"classifiers":[105],"based":[106],"on":[107,116],"traditional":[108],"deep":[109],"neural":[110,128],"network":[111],"architectures":[112],"as":[113,115],"recent":[117],"alternatives":[118],"Legendre":[121],"memory":[122],"unit,":[123],"show":[125],"spiking":[127],"networks":[129],"effectively":[131],"deal":[132],"with":[133],"temporal":[135],"HAR":[139],"providing":[140],"high":[141],"performances":[142],"at":[143],"low":[145],"cost.":[147],"carrying":[149],"out":[150],"an":[151],"application-oriented":[152],"hyperparameter":[153],"optimization,":[154],"also":[156],"propose":[157],"methodology":[159],"flexible":[160],"extended":[163],"different":[165],"domains,":[166],"enlarge":[168],"field":[170],"neuro-inspired":[172],"classifier":[173],"suitable":[174],"artificial":[177],"intelligence":[178],"things":[180],"applications.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":4}],"updated_date":"2026-07-16T13:24:37.021932","created_date":"2025-10-10T00:00:00"}