{"id":"https://openalex.org/W4396909928","doi":"https://doi.org/10.1109/jsac.2024.3399258","title":"Artificial Neural Networks-Based Real-Time Classification of ENG Signals for Implanted Nerve Interfaces","display_name":"Artificial Neural Networks-Based Real-Time Classification of ENG Signals for Implanted Nerve Interfaces","publication_year":2024,"publication_date":"2024-05-14","ids":{"openalex":"https://openalex.org/W4396909928","doi":"https://doi.org/10.1109/jsac.2024.3399258"},"language":"en","primary_location":{"id":"doi:10.1109/jsac.2024.3399258","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2024.3399258","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal on Selected Areas in Communications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5106404370","display_name":"Antonio Coviello","orcid":"https://orcid.org/0000-0001-9080-3584"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Antonio Coviello","raw_affiliation_strings":["Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074797621","display_name":"Francesco Linsalata","orcid":"https://orcid.org/0000-0002-6725-3606"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Linsalata","raw_affiliation_strings":["Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038079686","display_name":"Umberto Spagnolini","orcid":"https://orcid.org/0000-0002-7047-2455"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Umberto Spagnolini","raw_affiliation_strings":["Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026125746","display_name":"Maurizio Magarini","orcid":"https://orcid.org/0000-0001-9288-0452"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maurizio Magarini","raw_affiliation_strings":["Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5106404370"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":null,"apc_paid":null,"fwci":3.194,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.92206751,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"42","issue":"8","first_page":"2080","last_page":"2095"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11601","display_name":"Neuroscience and Neural Engineering","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11601","display_name":"Neuroscience and Neural Engineering","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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":0.8088698387145996},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6021561622619629},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5661098957061768},{"id":"https://openalex.org/keywords/sensory-system","display_name":"Sensory system","score":0.5232200622558594},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4892003536224365},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.46445322036743164},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.4618583619594574},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.4494483470916748},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4448681175708771},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.2241857945919037},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.10953563451766968},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08317789435386658}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8088698387145996},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6021561622619629},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5661098957061768},{"id":"https://openalex.org/C94487597","wikidata":"https://www.wikidata.org/wiki/Q11101","display_name":"Sensory system","level":2,"score":0.5232200622558594},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4892003536224365},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.46445322036743164},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.4618583619594574},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.4494483470916748},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4448681175708771},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.2241857945919037},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.10953563451766968},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08317789435386658},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jsac.2024.3399258","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2024.3399258","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal on Selected Areas in Communications","raw_type":"journal-article"},{"id":"pmh:oai:re.public.polimi.it:11311/1276586","is_oa":false,"landing_page_url":"https://hdl.handle.net/11311/1276586","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"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/article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"},{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1535428331","https://openalex.org/W1951892830","https://openalex.org/W1984178617","https://openalex.org/W1987377291","https://openalex.org/W2022308075","https://openalex.org/W2051286763","https://openalex.org/W2059054388","https://openalex.org/W2090442296","https://openalex.org/W2118756387","https://openalex.org/W2124502724","https://openalex.org/W2125585124","https://openalex.org/W2143791281","https://openalex.org/W2144734954","https://openalex.org/W2320534604","https://openalex.org/W2494779774","https://openalex.org/W2559463885","https://openalex.org/W2608873301","https://openalex.org/W2779589467","https://openalex.org/W2796908383","https://openalex.org/W2896827527","https://openalex.org/W2899504607","https://openalex.org/W2901484889","https://openalex.org/W2914308566","https://openalex.org/W2916220960","https://openalex.org/W2944890330","https://openalex.org/W2965316760","https://openalex.org/W2972810968","https://openalex.org/W2979246081","https://openalex.org/W2987716324","https://openalex.org/W3042808641","https://openalex.org/W3081630014","https://openalex.org/W3083891030","https://openalex.org/W3085473025","https://openalex.org/W3102455230","https://openalex.org/W3112219413","https://openalex.org/W3174557050","https://openalex.org/W4200378424","https://openalex.org/W4205586995","https://openalex.org/W4205826200","https://openalex.org/W4206005708","https://openalex.org/W4220767304","https://openalex.org/W4246193833","https://openalex.org/W4255134347","https://openalex.org/W4281783526","https://openalex.org/W4293193225","https://openalex.org/W4300818453","https://openalex.org/W4313288557","https://openalex.org/W4385624301","https://openalex.org/W4391423027","https://openalex.org/W6630421025","https://openalex.org/W6787769183","https://openalex.org/W7074217580"],"related_works":["https://openalex.org/W3202969339","https://openalex.org/W4237513258","https://openalex.org/W2044053727","https://openalex.org/W1994410349","https://openalex.org/W3177028067","https://openalex.org/W1913385466","https://openalex.org/W2914170859","https://openalex.org/W2889342546","https://openalex.org/W2015048155","https://openalex.org/W1969223073"],"abstract_inverted_index":{"Neuropathies":[0],"are":[1,109,167,202],"gaining":[2],"higher":[3],"relevance":[4],"in":[5,97,128],"clinical":[6],"settings,":[7],"as":[8,30,150],"they":[9],"risk":[10],"permanently":[11],"jeopardizing":[12],"a":[13,47,123,151,224],"person\u2019s":[14],"life.":[15],"To":[16],"support":[17],"the":[18,22,33,67,92,98,106,113,116,139,144,147,158,170,182],"recovery":[19],"of":[20,24,32,46,62,66,69,81,101,105,115,125,130,138,143,146,172,181,193,210,218],"patients,":[21],"use":[23,171],"fully":[25,48],"implanted":[26,163],"devices":[27],"is":[28,74,190],"emerging":[29],"one":[31,61],"most":[34],"promising":[35],"solutions.":[36],"However,":[37],"these":[38],"devices,":[39],"even":[40],"if":[41],"becoming":[42],"an":[43],"integral":[44],"part":[45],"complex":[49],"neural":[50,83],"nanonetwork":[51],"system,":[52],"pose":[53],"numerous":[54],"challenges.":[55],"In":[56],"this":[57,194],"article,":[58],"we":[59],"address":[60],"them,":[63],"which":[64],"consists":[65],"classification":[68,121],"motor/sensory":[70],"stimuli.":[71],"The":[72,136,185],"task":[73],"performed":[75],"by":[76,161],"exploring":[77],"four":[78],"different":[79],"types":[80],"artificial":[82],"networks":[84],"(ANNs)":[85],"to":[86,111,156,176,229],"extract":[87],"various":[88],"sensory":[89],"stimuli":[90],"from":[91],"electroneurographic":[93],"(ENG)":[94],"signal":[95,149,188,216],"measured":[96],"sciatic":[99],"nerve":[100,164,183],"rats.":[102],"Different":[103],"sizes":[104],"data":[107],"sets":[108],"considered":[110],"analyze":[112],"feasibility":[114],"investigated":[117],"ANNs":[118,140,201],"for":[119,205,215,232],"real-time":[120,206],"through":[122],"comparison":[124],"their":[126],"performance":[127],"terms":[129],"accuracy,":[131],"F1-score,":[132],"and":[133,220],"prediction":[134],"time.":[135],"design":[137],"takes":[141],"advantage":[142],"modelling":[145],"ENG":[148,187],"multiple-input":[152],"multiple-output":[153],"(MIMO)":[154],"system":[155],"describe":[157],"measures":[159],"taken":[160],"state-of-the-art":[162],"interfaces.":[165],"These":[166],"based":[168],"on":[169],"multi-contact":[173],"cuff":[174],"electrodes":[175],"achieve":[177],"nanoscale":[178],"spatial":[179],"discrimination":[180],"activity.":[184],"MIMO":[186],"model":[189],"another":[191],"contribution":[192],"paper.":[195],"Our":[196],"results":[197],"show":[198],"that":[199],"some":[200],"more":[203],"suitable":[204],"applications,":[207],"being":[208],"capable":[209],"achieving":[211],"accuracies":[212],"over":[213],"90%":[214],"windows":[217],"100":[219],"200":[221],"ms":[222],"with":[223],"low":[225],"enough":[226],"processing":[227],"time":[228],"be":[230],"effective":[231],"pathology":[233],"recovery.":[234]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
