{"id":"https://openalex.org/W2940161606","doi":"https://doi.org/10.1162/neco_a_01189","title":"Decoding Movements from Cortical Ensemble Activity Using a Long Short-Term Memory Recurrent Network","display_name":"Decoding Movements from Cortical Ensemble Activity Using a Long Short-Term Memory Recurrent Network","publication_year":2019,"publication_date":"2019-04-13","ids":{"openalex":"https://openalex.org/W2940161606","doi":"https://doi.org/10.1162/neco_a_01189","mag":"2940161606","pmid":"https://pubmed.ncbi.nlm.nih.gov/30979355"},"language":"en","primary_location":{"id":"doi:10.1162/neco_a_01189","is_oa":false,"landing_page_url":"https://doi.org/10.1162/neco_a_01189","pdf_url":null,"source":{"id":"https://openalex.org/S207023548","display_name":"Neural Computation","issn_l":"0899-7667","issn":["0899-7667","1530-888X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computation","raw_type":"journal-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/A5065033941","display_name":"Po-He Tseng","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Po-He Tseng","raw_affiliation_strings":["Department of Neurobiology and Duke University Center for Neuroengineering, Duke University, Durham, NC 27710, U.S.A","Department of Neurobiology and Duke University Center for\n Neuroengineering, Duke University, Durham, NC 27710, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurobiology and Duke University Center for Neuroengineering, Duke University, Durham, NC 27710, U.S.A","institution_ids":[]},{"raw_affiliation_string":"Department of Neurobiology and Duke University Center for\n Neuroengineering, Duke University, Durham, NC 27710, U.S.A","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071357286","display_name":"N\u00faria Armengol Urp\u00ed","orcid":null},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]},{"id":"https://openalex.org/I170486558","display_name":"Pompeu Fabra University","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["CH","ES"],"is_corresponding":true,"raw_author_name":"N\u00faria Armengol Urpi","raw_affiliation_strings":["Departments of Information and Communication Technologies and Experimental and Health Sciences, Universitat Pompeu Fabra, Barcelona, 08018, Spain; and Department of Mechanical and Process Engineering, ETH Zurich, 8092 Zurich, Switzerland","and Department of Mechanical and Process Engineering, ETH Zurich, 8092 Zurich,\n                Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departments of Information and Communication Technologies and Experimental and Health Sciences, Universitat Pompeu Fabra, Barcelona, 08018, Spain; and Department of Mechanical and Process Engineering, ETH Zurich, 8092 Zurich, Switzerland","institution_ids":["https://openalex.org/I170486558","https://openalex.org/I35440088"]},{"raw_affiliation_string":"and Department of Mechanical and Process Engineering, ETH Zurich, 8092 Zurich,\n                Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015378704","display_name":"Mikhail Lebedev","orcid":"https://orcid.org/0000-0003-0355-8723"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]},{"id":"https://openalex.org/I118501908","display_name":"National Research University Higher School of Economics","ror":"https://ror.org/055f7t516","country_code":"RU","type":"education","lineage":["https://openalex.org/I118501908"]}],"countries":["RU","US"],"is_corresponding":true,"raw_author_name":"Mikhail Lebedev","raw_affiliation_strings":["Department of Neurobiology and Duke University Center for Neuroengineering, Duke University, Durham, NC 27710, U.S.A.; and Center for Bioelectric Interfaces of the Institute for Cognitive Neuroscience of the National Research University Higher School of Economics, Moscow, Russia; and Department of Information and Internet Technologies of Digital Health Institute, I.M. Sechenov First Moscow State Medical University, Moscow, Russia","Department of Neurobiology and Duke University Center for\n                Neuroengineering, Duke University, Durham, NC 27710, U.S.A","Center for\n                Bioelectric Interfaces of the Institute for Cognitive Neuroscience of the National\n                Research University Higher School of Economics, Moscow, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurobiology and Duke University Center for Neuroengineering, Duke University, Durham, NC 27710, U.S.A.; and Center for Bioelectric Interfaces of the Institute for Cognitive Neuroscience of the National Research University Higher School of Economics, Moscow, Russia; and Department of Information and Internet Technologies of Digital Health Institute, I.M. Sechenov First Moscow State Medical University, Moscow, Russia","institution_ids":["https://openalex.org/I118501908","https://openalex.org/I170897317"]},{"raw_affiliation_string":"Department of Neurobiology and Duke University Center for\n                Neuroengineering, Duke University, Durham, NC 27710, U.S.A","institution_ids":[]},{"raw_affiliation_string":"Center for\n                Bioelectric Interfaces of the Institute for Cognitive Neuroscience of the National\n                Research University Higher School of Economics, Moscow, Russia","institution_ids":["https://openalex.org/I118501908"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048735359","display_name":"Miguel A. L. Nicolelis","orcid":"https://orcid.org/0000-0002-5502-9324"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Miguel Nicolelis","raw_affiliation_strings":["Departments of Neurobiology, Biomedical Engineering, Psychology and Neuroscience, Neurology, Neurosurgery, and Duke University Center for Neuroengineering, Duke University, Durham, NC 27710, U.S.A.; and Edmund and Lily Safra International Institute of Neuroscience, Natal Brazil 59066060","Edmund and Lily\n                Safra International Institute of Neuroscience, Natal Brazil 59066060"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departments of Neurobiology, Biomedical Engineering, Psychology and Neuroscience, Neurology, Neurosurgery, and Duke University Center for Neuroengineering, Duke University, Durham, NC 27710, U.S.A.; and Edmund and Lily Safra International Institute of Neuroscience, Natal Brazil 59066060","institution_ids":["https://openalex.org/I170897317"]},{"raw_affiliation_string":"Edmund and Lily\n                Safra International Institute of Neuroscience, Natal Brazil 59066060","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5015378704","https://openalex.org/A5048735359","https://openalex.org/A5065033941","https://openalex.org/A5071357286"],"corresponding_institution_ids":["https://openalex.org/I118501908","https://openalex.org/I170486558","https://openalex.org/I170897317","https://openalex.org/I35440088"],"apc_list":null,"apc_paid":null,"fwci":2.9769,"has_fulltext":false,"cited_by_count":55,"citation_normalized_percentile":{"value":0.91286555,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"31","issue":"6","first_page":"1085","last_page":"1113"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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":0.9977999925613403,"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"}},{"id":"https://openalex.org/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9968000054359436,"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":0.6824371218681335},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.6235647201538086},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.5505039691925049},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.5333402752876282},{"id":"https://openalex.org/keywords/primary-motor-cortex","display_name":"Primary motor cortex","score":0.48935621976852417},{"id":"https://openalex.org/keywords/neural-decoding","display_name":"Neural decoding","score":0.48453062772750854},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.451956182718277},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.43363314867019653},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.33707910776138306},{"id":"https://openalex.org/keywords/motor-cortex","display_name":"Motor cortex","score":0.3038746118545532},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.241409569978714},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.18798965215682983},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.10307210683822632}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6824371218681335},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.6235647201538086},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.5505039691925049},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.5333402752876282},{"id":"https://openalex.org/C2780307956","wikidata":"https://www.wikidata.org/wiki/Q18707","display_name":"Primary motor cortex","level":4,"score":0.48935621976852417},{"id":"https://openalex.org/C40743351","wikidata":"https://www.wikidata.org/wiki/Q7002049","display_name":"Neural decoding","level":3,"score":0.48453062772750854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.451956182718277},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.43363314867019653},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.33707910776138306},{"id":"https://openalex.org/C2778373776","wikidata":"https://www.wikidata.org/wiki/Q18696","display_name":"Motor cortex","level":3,"score":0.3038746118545532},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.241409569978714},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.18798965215682983},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10307210683822632},{"id":"https://openalex.org/C24998067","wikidata":"https://www.wikidata.org/wiki/Q4114622","display_name":"Stimulation","level":2,"score":0.0}],"mesh":[{"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":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008253","descriptor_name":"Macaca mulatta","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008253","descriptor_name":"Macaca mulatta","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008253","descriptor_name":"Macaca mulatta","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008253","descriptor_name":"Macaca mulatta","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008570","descriptor_name":"Memory, Short-Term","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D008570","descriptor_name":"Memory, Short-Term","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009044","descriptor_name":"Motor Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009044","descriptor_name":"Motor Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009044","descriptor_name":"Motor Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009044","descriptor_name":"Motor Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D013003","descriptor_name":"Somatosensory Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D013003","descriptor_name":"Somatosensory Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D013003","descriptor_name":"Somatosensory Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D013003","descriptor_name":"Somatosensory Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","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},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1162/neco_a_01189","is_oa":false,"landing_page_url":"https://doi.org/10.1162/neco_a_01189","pdf_url":null,"source":{"id":"https://openalex.org/S207023548","display_name":"Neural Computation","issn_l":"0899-7667","issn":["0899-7667","1530-888X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computation","raw_type":"journal-article"},{"id":"pmid:30979355","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30979355","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":"Neural computation","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1408639475","https://openalex.org/W1522301498","https://openalex.org/W1904365287","https://openalex.org/W1978913152","https://openalex.org/W1985279342","https://openalex.org/W1987580357","https://openalex.org/W1995245587","https://openalex.org/W2001029403","https://openalex.org/W2006285431","https://openalex.org/W2018255768","https://openalex.org/W2023742771","https://openalex.org/W2041098005","https://openalex.org/W2041248708","https://openalex.org/W2061657718","https://openalex.org/W2064675550","https://openalex.org/W2065833894","https://openalex.org/W2066921639","https://openalex.org/W2083402998","https://openalex.org/W2087704839","https://openalex.org/W2090122258","https://openalex.org/W2104137141","https://openalex.org/W2105934661","https://openalex.org/W2118706537","https://openalex.org/W2126894902","https://openalex.org/W2127252652","https://openalex.org/W2128123720","https://openalex.org/W2133564696","https://openalex.org/W2136848157","https://openalex.org/W2166422604","https://openalex.org/W2168228040","https://openalex.org/W2292684832","https://openalex.org/W2526468814","https://openalex.org/W2538079766","https://openalex.org/W2559655401","https://openalex.org/W2561535255","https://openalex.org/W2612810742","https://openalex.org/W2771318405","https://openalex.org/W2800142021","https://openalex.org/W2953022181","https://openalex.org/W2963203809","https://openalex.org/W2964019776","https://openalex.org/W2999905431","https://openalex.org/W4253453051","https://openalex.org/W4300927491"],"related_works":["https://openalex.org/W2767281037","https://openalex.org/W1473498013","https://openalex.org/W4387432039","https://openalex.org/W2085368083","https://openalex.org/W2115633084","https://openalex.org/W2345983510","https://openalex.org/W3120647095","https://openalex.org/W2409287246","https://openalex.org/W4388365405","https://openalex.org/W2000974506"],"abstract_inverted_index":{"=":[0],"134-402)":[1],"populations":[2],"of":[3,40,53,87,91,111],"neurons,":[4],"sampled":[5],"simultaneously":[6],"from":[7],"multiple":[8],"cortical":[9,29,92,112],"areas,":[10],"in":[11,115,138],"rhesus":[12],"monkeys":[13],"performing":[14],"motor":[15,116],"tasks.":[16,117],"Recorded":[17],"regions":[18],"included":[19],"primary":[20,27],"motor,":[21,25],"dorsal":[22],"premotor,":[23],"supplementary":[24],"and":[26,51,75,99],"somatosensory":[28],"areas.":[30],"The":[31],"LSTM's":[32],"capacity":[33],"to":[34,67,135],"retain":[35],"information":[36],"for":[37,45,130],"extended":[38],"periods":[39,52],"time":[41],"enabled":[42],"accurate":[43],"decoding":[44],"tasks":[46],"that":[47,121,132],"required":[48],"both":[49],"movements":[50],"immobility.":[54],"Our":[55],"LSTM":[56,82,105],"algorithm":[57,128],"significantly":[58],"outperformed":[59],"the":[60],"state-of-the-art":[61],"unscented":[62],"Kalman":[63],"filter":[64],"when":[65],"applied":[66],"three":[68],"tasks:":[69],"center-out":[70],"arm":[71],"reaching,":[72,74],"bimanual":[73],"bipedal":[76],"walking":[77],"on":[78],"a":[79,85,126],"treadmill.":[80],"Notably,":[81],"units":[83],"exhibited":[84],"variety":[86],"well-known":[88],"physiological":[89,109],"features":[90],"neuronal":[93,100],"activity,":[94],"such":[95],"as":[96],"directional":[97],"tuning":[98],"dynamics":[101],"across":[102],"task":[103],"epochs.":[104],"modeled":[106],"several":[107],"key":[108],"attributes":[110],"circuits":[113],"involved":[114],"These":[118],"findings":[119],"suggest":[120],"LSTM-based":[122],"approaches":[123],"could":[124],"yield":[125],"better":[127],"strategy":[129],"neuroprostheses":[131],"employ":[133],"BMIs":[134],"restore":[136],"movement":[137],"severely":[139],"disabled":[140],"patients.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}