{"id":"https://openalex.org/W4294975051","doi":"https://doi.org/10.1109/embc48229.2022.9871818","title":"A fast and accurate learning-based decoding algorithm for the classification of cardiovascular and respiratory challenges using intraneural electrodes in the pig vagus nerve","display_name":"A fast and accurate learning-based decoding algorithm for the classification of cardiovascular and respiratory challenges using intraneural electrodes in the pig vagus nerve","publication_year":2022,"publication_date":"2022-07-11","ids":{"openalex":"https://openalex.org/W4294975051","doi":"https://doi.org/10.1109/embc48229.2022.9871818","pmid":"https://pubmed.ncbi.nlm.nih.gov/36085876"},"language":"en","primary_location":{"id":"doi:10.1109/embc48229.2022.9871818","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871818","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5038072966","display_name":"Leonardo Pollina","orcid":"https://orcid.org/0009-0007-8648-4091"},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Leonardo Pollina","raw_affiliation_strings":["The BioRobotics Institute, Scuola Superiore Sant&#x0027; Anna,Department of Excellence in Robotics and Artificial Intelligence,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The BioRobotics Institute, Scuola Superiore Sant&#x0027; Anna,Department of Excellence in Robotics and Artificial Intelligence,Italy","institution_ids":["https://openalex.org/I162290304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050784427","display_name":"Fabio Vallone","orcid":"https://orcid.org/0000-0001-8911-9611"},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Vallone","raw_affiliation_strings":["The BioRobotics Institute, Scuola Superiore Sant&#x0027; Anna,Department of Excellence in Robotics and Artificial Intelligence,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The BioRobotics Institute, Scuola Superiore Sant&#x0027; Anna,Department of Excellence in Robotics and Artificial Intelligence,Italy","institution_ids":["https://openalex.org/I162290304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063156694","display_name":"Matteo Maria Ottaviani","orcid":"https://orcid.org/0000-0002-6354-3278"},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Matteo M. Ottaviani","raw_affiliation_strings":["The BioRobotics Institute, Scuola Superiore Sant&#x0027; Anna,Department of Excellence in Robotics and Artificial Intelligence,Italy","Institute of Life Sciences, Scuola Superiore Sant' Anna, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The BioRobotics Institute, Scuola Superiore Sant&#x0027; Anna,Department of Excellence in Robotics and Artificial Intelligence,Italy","institution_ids":["https://openalex.org/I162290304"]},{"raw_affiliation_string":"Institute of Life Sciences, Scuola Superiore Sant' Anna, Pisa, Italy","institution_ids":["https://openalex.org/I162290304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031354980","display_name":"Ivo Strauss","orcid":"https://orcid.org/0000-0003-0971-8783"},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ivo Strauss","raw_affiliation_strings":["The BioRobotics Institute, Scuola Superiore Sant&#x0027; Anna,Department of Excellence in Robotics and Artificial Intelligence,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The BioRobotics Institute, Scuola Superiore Sant&#x0027; Anna,Department of Excellence in Robotics and Artificial Intelligence,Italy","institution_ids":["https://openalex.org/I162290304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009822156","display_name":"Fabio A. Recchia","orcid":"https://orcid.org/0000-0002-4189-8465"},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]},{"id":"https://openalex.org/I4210158339","display_name":"Fondazione Toscana Gabriele Monasterio","ror":"https://ror.org/058a2pj71","country_code":"IT","type":"other","lineage":["https://openalex.org/I4210155236","https://openalex.org/I4210158339"]},{"id":"https://openalex.org/I84392919","display_name":"Temple University","ror":"https://ror.org/00kx1jb78","country_code":"US","type":"education","lineage":["https://openalex.org/I84392919"]}],"countries":["IT","US"],"is_corresponding":false,"raw_author_name":"Fabio A. Recchia","raw_affiliation_strings":["Institute of Life Sciences, Scuola Superiore Sant&#x2019; Anna,Pisa,Italy","Cardiovascular Research Center, Lewis Katz, School of Medicine at Temple University, Philadelphia, PA, United States of America","Fondazione Toscana Gabriele Monasterio, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Life Sciences, Scuola Superiore Sant&#x2019; Anna,Pisa,Italy","institution_ids":["https://openalex.org/I162290304"]},{"raw_affiliation_string":"Cardiovascular Research Center, Lewis Katz, School of Medicine at Temple University, Philadelphia, PA, United States of America","institution_ids":["https://openalex.org/I84392919"]},{"raw_affiliation_string":"Fondazione Toscana Gabriele Monasterio, Pisa, Italy","institution_ids":["https://openalex.org/I4210158339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083638676","display_name":"Sara Moccia","orcid":"https://orcid.org/0000-0002-4494-8907"},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sara Moccia","raw_affiliation_strings":["The BioRobotics Institute, Scuola Superiore Sant&#x0027; Anna,Department of Excellence in Robotics and Artificial Intelligence,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The BioRobotics Institute, Scuola Superiore Sant&#x0027; Anna,Department of Excellence in Robotics and Artificial Intelligence,Italy","institution_ids":["https://openalex.org/I162290304"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080060929","display_name":"Silvestro Micera","orcid":"https://orcid.org/0000-0003-4396-8217"},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]},{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH","IT"],"is_corresponding":false,"raw_author_name":"Silvestro Micera","raw_affiliation_strings":["The BioRobotics Institute, Scuola Superiore Sant&#x0027; Anna,Department of Excellence in Robotics and Artificial Intelligence,Italy","Bertarelli Foundation Chair in Translational Neural Engineering, Center for Neuroprosthetics and Institute of Bioengineering, Ecole Poly technique Federale de Lausanne, Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The BioRobotics Institute, Scuola Superiore Sant&#x0027; Anna,Department of Excellence in Robotics and Artificial Intelligence,Italy","institution_ids":["https://openalex.org/I162290304"]},{"raw_affiliation_string":"Bertarelli Foundation Chair in Translational Neural Engineering, Center for Neuroprosthetics and Institute of Bioengineering, Ecole Poly technique Federale de Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2094,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.3326087,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"15","issue":null,"first_page":"1757","last_page":"1760"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12580","display_name":"Vagus Nerve Stimulation Research","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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/T12580","display_name":"Vagus Nerve Stimulation Research","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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":0.9980000257492065,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9976999759674072,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.701253354549408},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.6232051253318787},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6120497584342957},{"id":"https://openalex.org/keywords/neuromodulation","display_name":"Neuromodulation","score":0.6049836277961731},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.5590396523475647},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5587067604064941},{"id":"https://openalex.org/keywords/vagus-nerve","display_name":"Vagus nerve","score":0.5002222061157227},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.46535807847976685},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.46263283491134644},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46151304244995117},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.4594074487686157},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4413064122200012},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.4165298640727997},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.38036710023880005},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.15153053402900696},{"id":"https://openalex.org/keywords/central-nervous-system","display_name":"Central nervous system","score":0.09187686443328857}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.701253354549408},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.6232051253318787},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6120497584342957},{"id":"https://openalex.org/C2780375056","wikidata":"https://www.wikidata.org/wiki/Q905905","display_name":"Neuromodulation","level":3,"score":0.6049836277961731},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.5590396523475647},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5587067604064941},{"id":"https://openalex.org/C2781404750","wikidata":"https://www.wikidata.org/wiki/Q190140","display_name":"Vagus nerve","level":3,"score":0.5002222061157227},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.46535807847976685},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46263283491134644},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46151304244995117},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.4594074487686157},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4413064122200012},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.4165298640727997},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.38036710023880005},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.15153053402900696},{"id":"https://openalex.org/C529278444","wikidata":"https://www.wikidata.org/wiki/Q47273","display_name":"Central nervous system","level":2,"score":0.09187686443328857},{"id":"https://openalex.org/C24998067","wikidata":"https://www.wikidata.org/wiki/Q4114622","display_name":"Stimulation","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[{"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":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002319","descriptor_name":"Cardiovascular System","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002319","descriptor_name":"Cardiovascular System","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002319","descriptor_name":"Cardiovascular System","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004566","descriptor_name":"Electrodes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004566","descriptor_name":"Electrodes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004566","descriptor_name":"Electrodes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012137","descriptor_name":"Respiratory System","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012137","descriptor_name":"Respiratory System","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012137","descriptor_name":"Respiratory System","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013552","descriptor_name":"Swine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013552","descriptor_name":"Swine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013552","descriptor_name":"Swine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014630","descriptor_name":"Vagus Nerve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014630","descriptor_name":"Vagus Nerve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014630","descriptor_name":"Vagus Nerve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc48229.2022.9871818","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871818","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:36085876","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36085876","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:www.iris.sssup.it:11382/548851","is_oa":false,"landing_page_url":"http://hdl.handle.net/11382/548851","pdf_url":null,"source":{"id":"https://openalex.org/S4377196376","display_name":"CINECA IRIS Institutional Research Information System (Sant'Anna School of Advanced Studies)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I162290304","host_organization_name":"Scuola Superiore Sant'Anna","host_organization_lineage":["https://openalex.org/I162290304"],"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/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.4300000071525574,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2028925130","https://openalex.org/W2049176713","https://openalex.org/W2095705004","https://openalex.org/W2144734954","https://openalex.org/W2248997372","https://openalex.org/W2905170444","https://openalex.org/W3015650102","https://openalex.org/W3132505676","https://openalex.org/W3176566005","https://openalex.org/W3199832236","https://openalex.org/W6674330103"],"related_works":["https://openalex.org/W4281649449","https://openalex.org/W2076543106","https://openalex.org/W2523437662","https://openalex.org/W89844371","https://openalex.org/W2019891950","https://openalex.org/W2085842814","https://openalex.org/W4286643620","https://openalex.org/W4387048144","https://openalex.org/W2492135063","https://openalex.org/W2362514456"],"abstract_inverted_index":{"Bioelectronic":[0],"medicine":[1],"is":[2],"a":[3,19,56,101,118,133,147,153,158],"new":[4],"approach":[5],"for":[6,44,61,105,121,140],"developing":[7],"closed-loop":[8,154],"neuromodulation":[9],"protocols":[10],"on":[11,91,157],"the":[12,45,48,62,82,115,150,164,174],"peripheral":[13],"nervous":[14],"system":[15,155],"(PNS)":[16],"to":[17,31,38],"treat":[18],"wide":[20],"range":[21],"of":[22,47,64,85,114,152,166,173],"disorders":[23],"currently":[24],"treated":[25],"with":[26,117,162],"pharmacological":[27],"approaches.":[28],"Algorithms":[29],"need":[30],"have":[32],"low":[33],"computational":[34,119],"cost":[35],"in":[36,50,81],"order":[37],"acquire,":[39],"process":[40],"and":[41,66,100,111,124,170],"model":[42],"data":[43],"modulation":[46,172],"PNS":[49],"real":[51,167],"time.":[52],"Here,":[53],"we":[54],"present":[55],"fast":[57,110],"learning-based":[58],"decoding":[59],"algorithm":[60,89,144],"classification":[63,113,169],"cardiovascular":[65],"respiratory":[67],"functional":[68],"alterations":[69],"(i.e.,":[70],"challenges)":[71],"by":[72],"using":[73],"neural":[74],"signals":[75],"recorded":[76],"from":[77],"intraneural":[78,160],"electrodes":[79],"implanted":[80],"vagus":[83],"nerve":[84],"5":[86],"pigs.":[87],"Our":[88,143],"relies":[90],"9":[92],"handcrafted":[93],"features,":[94],"extracted":[95],"following":[96],"signal":[97],"temporal":[98],"windowing,":[99],"multi-layer":[102],"perceptron":[103],"(MLP)":[104],"feature":[106,122],"classification.":[107],"We":[108],"achieved":[109,132],"accurate":[112],"challenges,":[116],"time":[120,168],"extraction":[123],"prediction":[125],"lower":[126],"than":[127,137],"1.5":[128],"ms.":[129],"The":[130],"MLP":[131],"balanced":[134],"accuracy":[135],"higher":[136],"80":[138],"%":[139],"all":[141],"recordings.":[142],"could":[145],"represent":[146],"step":[148],"towards":[149],"development":[151],"based":[156],"single":[159],"interface":[161],"both":[163],"potential":[165],"selective":[171],"PNS.":[175]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
