{"id":"https://openalex.org/W3110741529","doi":"https://doi.org/10.3390/s20247226","title":"Hardware-Based Hopfield Neuromorphic Computing for Fall Detection","display_name":"Hardware-Based Hopfield Neuromorphic Computing for Fall Detection","publication_year":2020,"publication_date":"2020-12-17","ids":{"openalex":"https://openalex.org/W3110741529","doi":"https://doi.org/10.3390/s20247226","mag":"3110741529","pmid":"https://pubmed.ncbi.nlm.nih.gov/33348587"},"language":"en","primary_location":{"id":"doi:10.3390/s20247226","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20247226","pdf_url":"https://www.mdpi.com/1424-8220/20/24/7226/pdf?version=1608190252","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/20/24/7226/pdf?version=1608190252","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061880857","display_name":"Zheqi Yu","orcid":"https://orcid.org/0000-0002-4152-4965"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Zheqi Yu","raw_affiliation_strings":["James Watt School of Engineering, University of Glasgow, Glasgow G12 8QQ, UK"],"affiliations":[{"raw_affiliation_string":"James Watt School of Engineering, University of Glasgow, Glasgow G12 8QQ, UK","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019462442","display_name":"Adnan Zahid","orcid":"https://orcid.org/0000-0001-5364-6057"},"institutions":[{"id":"https://openalex.org/I32062511","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93","country_code":"GB","type":"education","lineage":["https://openalex.org/I32062511"]},{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Adnan Zahid","raw_affiliation_strings":["James Watt School of Engineering, University of Glasgow, Glasgow G12 8QQ, UK","School of Engineering and Physical Sciences, Heriot Watt University, Edinburgh EH14 4AS, UK"],"affiliations":[{"raw_affiliation_string":"James Watt School of Engineering, University of Glasgow, Glasgow G12 8QQ, UK","institution_ids":["https://openalex.org/I7882870"]},{"raw_affiliation_string":"School of Engineering and Physical Sciences, Heriot Watt University, Edinburgh EH14 4AS, UK","institution_ids":["https://openalex.org/I32062511"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001835000","display_name":"Shuja Ansari","orcid":"https://orcid.org/0000-0003-2071-0264"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shuja Ansari","raw_affiliation_strings":["James Watt School of Engineering, University of Glasgow, Glasgow G12 8QQ, UK"],"affiliations":[{"raw_affiliation_string":"James Watt School of Engineering, University of Glasgow, Glasgow G12 8QQ, UK","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036494932","display_name":"Hasan Abbas","orcid":"https://orcid.org/0000-0002-5951-9603"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hasan Abbas","raw_affiliation_strings":["James Watt School of Engineering, University of Glasgow, Glasgow G12 8QQ, UK"],"affiliations":[{"raw_affiliation_string":"James Watt School of Engineering, University of Glasgow, Glasgow G12 8QQ, UK","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024427695","display_name":"Amir M. Abdulghani","orcid":null},"institutions":[{"id":"https://openalex.org/I47818738","display_name":"Sultan Qaboos University","ror":"https://ror.org/04wq8zb47","country_code":"OM","type":"education","lineage":["https://openalex.org/I47818738"]}],"countries":["OM"],"is_corresponding":false,"raw_author_name":"Amir M. Abdulghani","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Sultan Qaboos University, Muscat 123, Oman"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Sultan Qaboos University, Muscat 123, Oman","institution_ids":["https://openalex.org/I47818738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100700922","display_name":"Hadi Heidari","orcid":"https://orcid.org/0000-0001-8412-8164"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hadi Heidari","raw_affiliation_strings":["James Watt School of Engineering, University of Glasgow, Glasgow G12 8QQ, UK"],"affiliations":[{"raw_affiliation_string":"James Watt School of Engineering, University of Glasgow, Glasgow G12 8QQ, UK","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100331811","display_name":"Muhammad Ali Imran","orcid":"https://orcid.org/0000-0003-4743-9136"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Muhammad A. Imran","raw_affiliation_strings":["James Watt School of Engineering, University of Glasgow, Glasgow G12 8QQ, UK"],"affiliations":[{"raw_affiliation_string":"James Watt School of Engineering, University of Glasgow, Glasgow G12 8QQ, UK","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047892843","display_name":"Qammer H. Abbasi","orcid":"https://orcid.org/0000-0002-7097-9969"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Qammer H. Abbasi","raw_affiliation_strings":["James Watt School of Engineering, University of Glasgow, Glasgow G12 8QQ, UK"],"affiliations":[{"raw_affiliation_string":"James Watt School of Engineering, University of Glasgow, Glasgow G12 8QQ, UK","institution_ids":["https://openalex.org/I7882870"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5061880857"],"corresponding_institution_ids":["https://openalex.org/I7882870"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.2445,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.80048805,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"20","issue":"24","first_page":"7226","last_page":"7226"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7418933510780334},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6707813739776611},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5151582956314087},{"id":"https://openalex.org/keywords/hardware-acceleration","display_name":"Hardware acceleration","score":0.4634077250957489},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4594375491142273},{"id":"https://openalex.org/keywords/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.4443027079105377},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3983612060546875},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3835824728012085},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.37076056003570557},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3295794725418091},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.2693263292312622}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7418933510780334},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6707813739776611},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5151582956314087},{"id":"https://openalex.org/C13164978","wikidata":"https://www.wikidata.org/wiki/Q600158","display_name":"Hardware acceleration","level":3,"score":0.4634077250957489},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4594375491142273},{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.4443027079105377},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3983612060546875},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3835824728012085},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.37076056003570557},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3295794725418091},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.2693263292312622}],"mesh":[{"descriptor_ui":"D000058","descriptor_name":"Accidental Falls","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000058","descriptor_name":"Accidental Falls","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000058","descriptor_name":"Accidental Falls","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003201","descriptor_name":"Computers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003201","descriptor_name":"Computers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003201","descriptor_name":"Computers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":6,"locations":[{"id":"doi:10.3390/s20247226","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20247226","pdf_url":"https://www.mdpi.com/1424-8220/20/24/7226/pdf?version=1608190252","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:33348587","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33348587","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:eprints.gla.ac.uk:227169","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Articles"},{"id":"pmh:oai:doaj.org/article:b55abfe86a3140148f69680f9cbab556","is_oa":true,"landing_page_url":"https://doaj.org/article/b55abfe86a3140148f69680f9cbab556","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 20, Iss 24, p 7226 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/20/24/7226/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s20247226","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Sensors; Volume 20; Issue 24; Pages: 7226","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7766472","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7766472","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s20247226","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20247226","pdf_url":"https://www.mdpi.com/1424-8220/20/24/7226/pdf?version=1608190252","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2334643659","display_name":"DTP 2016-2017 University of Glasgow","funder_award_id":"EP/N509668/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G3096528629","display_name":null,"funder_award_id":"EP/N509668/1 Eng","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G313593459","display_name":null,"funder_award_id":"EPSRC DTG","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G5950183893","display_name":null,"funder_award_id":"EPSRC","funder_id":"https://openalex.org/F4320320337","funder_display_name":"University of Glasgow"},{"id":"https://openalex.org/G7743351585","display_name":null,"funder_award_id":"EPSRC DTG EP/N509668/1 Eng","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8028398984","display_name":null,"funder_award_id":"DTG EP/N509668/1 Eng","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320320337","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53"},{"id":"https://openalex.org/F4320322573","display_name":"Sultan Qaboos University","ror":"https://ror.org/04wq8zb47"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3110741529.pdf","grobid_xml":"https://content.openalex.org/works/W3110741529.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W22297218","https://openalex.org/W1527892497","https://openalex.org/W1695065985","https://openalex.org/W1964266925","https://openalex.org/W2018256572","https://openalex.org/W2034602202","https://openalex.org/W2061881786","https://openalex.org/W2089071369","https://openalex.org/W2091587930","https://openalex.org/W2128084896","https://openalex.org/W2134079778","https://openalex.org/W2290475758","https://openalex.org/W2410627463","https://openalex.org/W2468716549","https://openalex.org/W2517239728","https://openalex.org/W2527292806","https://openalex.org/W2606131208","https://openalex.org/W2738611661","https://openalex.org/W2766515933","https://openalex.org/W2792633707","https://openalex.org/W2896437625","https://openalex.org/W2909263131","https://openalex.org/W2914928473","https://openalex.org/W2974406064","https://openalex.org/W2976312586","https://openalex.org/W2991297601","https://openalex.org/W3011000180","https://openalex.org/W3011139441","https://openalex.org/W3083887069","https://openalex.org/W3103015506","https://openalex.org/W3151328790","https://openalex.org/W4213401185","https://openalex.org/W6697781828","https://openalex.org/W6714691034","https://openalex.org/W6719940978","https://openalex.org/W6959869326"],"related_works":["https://openalex.org/W4396891704","https://openalex.org/W2951049725","https://openalex.org/W4285308918","https://openalex.org/W4387459935","https://openalex.org/W3015991694","https://openalex.org/W2908450434","https://openalex.org/W3193008624","https://openalex.org/W4382561696","https://openalex.org/W2581119583","https://openalex.org/W2895519962"],"abstract_inverted_index":{"With":[0],"the":[1,63,79,93,97,115,119,133,138,143,153,163,168,172,186,192,202,207,212,223,227,234,239],"popularity":[2],"of":[3,36,67,106,123,171,194,206,238],"smart":[4],"wearable":[5],"systems,":[6],"sensor":[7,85],"signal":[8,204],"processing":[9],"poses":[10,51],"more":[11],"challenges":[12],"to":[13,77,137,221],"machine":[14],"learning":[15,99],"in":[16,28,55,142,162],"embedded":[17,41,58],"scenarios.":[18],"For":[19],"example,":[20],"traditional":[21],"machine-learning":[22,188],"methods":[23],"for":[24,43,91,101],"data":[25,45,86,89,129,174],"classification,":[26],"especially":[27],"real":[29],"time,":[30],"are":[31,110,147],"computationally":[32],"intensive.":[33],"The":[34,145,198],"deployment":[35],"Artificial":[37],"Intelligence":[38],"algorithms":[39],"on":[40],"hardware":[42,72,116,196],"fast":[44],"classification":[46,90,169],"and":[47,88,112,131,152,236],"accurate":[48],"fall":[49,124,173],"detection":[50],"a":[52,71,158],"huge":[53],"challenge":[54],"achieving":[56],"power-efficient":[57],"systems.":[59],"Therefore,":[60],"by":[61,185],"exploiting":[62],"associative":[64],"memory":[65],"feature":[66],"Hopfield":[68,159,228],"Neural":[69,80],"Network,":[70],"module":[73],"has":[74],"been":[75],"designed":[76,199],"simulate":[78],"Network":[81],"algorithm":[82],"which":[83,177,190,231],"uses":[84],"integration":[87],"recognizing":[92],"fall.":[94],"By":[95],"adopting":[96],"Hebbian":[98],"method":[100],"training":[102],"neural":[103,120,160,229],"networks,":[104],"weights":[105],"human":[107],"activity":[108,125],"features":[109],"obtained":[111],"implemented/embedded":[113],"into":[114],"design.":[117,197,241],"Here,":[118],"network":[121,161],"weight":[122,134,224],"is":[126,135,155,219,232],"achieved":[127,184],"through":[128],"preprocessing,":[130],"then":[132],"mapped":[136],"amplification":[139],"factor":[140],"setting":[141,225],"hardware.":[144],"designs":[146],"checked":[148],"with":[149,157,180],"validation":[150],"scenarios,":[151],"experiment":[154],"completed":[156],"analog":[164],"module.":[165],"Through":[166],"simulations,":[167],"accuracy":[170],"reached":[175],"88.9%":[176],"compares":[178],"well":[179],"some":[181],"other":[182],"results":[183],"software-based":[187,213],"algorithms,":[189],"verify":[191],"feasibility":[193],"our":[195],"system":[200],"performs":[201],"complex":[203],"calculations":[205],"hardware's":[208],"feedback":[209],"signal,":[210],"replacing":[211],"method.":[214],"A":[215],"straightforward":[216],"circuit":[217,240],"design":[218],"used":[220],"meet":[222],"from":[226],"network,":[230],"maximizing":[233],"reusability":[235],"flexibility":[237]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
