{"id":"https://openalex.org/W2170697082","doi":"https://doi.org/10.1523/jneurosci.22-12-05118.2002","title":"How Noise Contributes to Contrast Invariance of Orientation Tuning in Cat Visual Cortex","display_name":"How Noise Contributes to Contrast Invariance of Orientation Tuning in Cat Visual Cortex","publication_year":2002,"publication_date":"2002-06-15","ids":{"openalex":"https://openalex.org/W2170697082","doi":"https://doi.org/10.1523/jneurosci.22-12-05118.2002","mag":"2170697082","pmid":"https://pubmed.ncbi.nlm.nih.gov/12077207","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/6757721"},"language":"en","primary_location":{"id":"doi:10.1523/jneurosci.22-12-05118.2002","doi":"https://doi.org/10.1523/jneurosci.22-12-05118.2002","is_oa":false,"landing_page_url":"https://doi.org/10.1523/jneurosci.22-12-05118.2002","pdf_url":null,"source":{"id":"https://openalex.org/S5555990","display_name":"Journal of Neuroscience","issn_l":"0270-6474","issn":["0270-6474","1529-2401"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","doyens","jufo-3","ki-jl-2","medline","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319739","host_organization_name":"Society for Neuroscience","host_organization_lineage":["https://openalex.org/P4310319739"],"host_organization_lineage_names":["Society for Neuroscience"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Neuroscience","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6757721","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004055821","display_name":"David Hansel","orcid":"https://orcid.org/0000-0002-1352-6592","observed_orcids":["https://orcid.org/0000-0002-1352-6592"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I197251160","display_name":"Hebrew University of Jerusalem","ror":"https://ror.org/03qxff017","country_code":"IL","type":"education","lineage":["https://openalex.org/I197251160"]},{"id":"https://openalex.org/I4210113260","display_name":"Centre de Neurophysique Physiologie et Pathologie","ror":"https://ror.org/026pjf520","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I4210096427","https://openalex.org/I4210113260"]},{"id":"https://openalex.org/I4387156284","display_name":"Universit\u00e9 Paris Descartes","ror":"https://ror.org/0220k9r37","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241","https://openalex.org/I4387156284"]}],"countries":["FR","IL"],"is_corresponding":false,"raw_author_name":"D. Hansel","raw_affiliation_strings":["Center for Neural Computation, Hebrew University, Jerusalem 91904, Israel","Laboratoire de Neurophysique et Physiologie du Syst\u00e8me Moteur (EP 1848 Centre National de la Recherche Scientifique), Universit\u00e9 Ren\u00e9 Descartes, 75270 Paris cedex 06, France, and"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Neural Computation, Hebrew University, Jerusalem 91904, Israel","institution_ids":["https://openalex.org/I197251160"]},{"raw_affiliation_string":"Laboratoire de Neurophysique et Physiologie du Syst\u00e8me Moteur (EP 1848 Centre National de la Recherche Scientifique), Universit\u00e9 Ren\u00e9 Descartes, 75270 Paris cedex 06, France, and","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210113260","https://openalex.org/I4387156284"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038548766","display_name":"Carl van Vreeswijk","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210113260","display_name":"Centre de Neurophysique Physiologie et Pathologie","ror":"https://ror.org/026pjf520","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I4210096427","https://openalex.org/I4210113260"]},{"id":"https://openalex.org/I4387156284","display_name":"Universit\u00e9 Paris Descartes","ror":"https://ror.org/0220k9r37","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241","https://openalex.org/I4387156284"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"C. van Vreeswijk","raw_affiliation_strings":["Laboratoire de Neurophysique et Physiologie du Syst\u00e8me Moteur (EP 1848 Centre National de la Recherche Scientifique), Universit\u00e9 Ren\u00e9 Descartes, 75270 Paris cedex 06, France, and"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire de Neurophysique et Physiologie du Syst\u00e8me Moteur (EP 1848 Centre National de la Recherche Scientifique), Universit\u00e9 Ren\u00e9 Descartes, 75270 Paris cedex 06, France, and","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210113260","https://openalex.org/I4387156284"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.9638,"has_fulltext":true,"cited_by_count":155,"citation_normalized_percentile":{"value":0.90913739,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"22","issue":"12","first_page":"5118","last_page":"5128"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10427","display_name":"Visual perception and processing mechanisms","score":0.9643999934196472,"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/T10427","display_name":"Visual perception and processing mechanisms","score":0.9643999934196472,"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/T10581","display_name":"Neural dynamics and brain function","score":0.023099999874830246,"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/T11513","display_name":"stochastic dynamics and bifurcation","score":0.004600000102072954,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/contrast-invariance","display_name":"contrast invariance","score":0.9580000042915344},{"id":"https://openalex.org/keywords/orientation-tuning","display_name":"orientation tuning","score":0.9070000052452087},{"id":"https://openalex.org/keywords/primary-visual-cortex","display_name":"primary visual cortex","score":0.8360000252723694},{"id":"https://openalex.org/keywords/neural-noise","display_name":"neural noise","score":0.7229999899864197},{"id":"https://openalex.org/keywords/orientation-selectivity","display_name":"orientation selectivity","score":0.7739999890327454},{"id":"https://openalex.org/keywords/leaky-integrate-and-fire-model","display_name":"leaky integrate-and-fire model","score":0.8659999966621399},{"id":"https://openalex.org/keywords/conductance-based-models","display_name":"conductance-based models","score":0.8259999752044678},{"id":"https://openalex.org/keywords/threshold-nonlinearity","display_name":"threshold nonlinearity","score":0.8309999704360962},{"id":"https://openalex.org/keywords/power-law-response","display_name":"power-law response","score":0.5740000009536743},{"id":"https://openalex.org/keywords/spike-responses","display_name":"spike responses","score":0.7990000247955322},{"id":"https://openalex.org/keywords/voltage-response","display_name":"voltage response","score":0.777999997138977},{"id":"https://openalex.org/keywords/cat-visual-cortex","display_name":"cat visual cortex","score":0.5490000247955322}],"concepts":[{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.6056644320487976},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.5928915143013},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.525058925151825},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.49271920323371887},{"id":"https://openalex.org/C16345878","wikidata":"https://www.wikidata.org/wiki/Q107472979","display_name":"Orientation (vector space)","level":2,"score":0.4860697090625763},{"id":"https://openalex.org/C2779345533","wikidata":"https://www.wikidata.org/wiki/Q75785","display_name":"Visual cortex","level":2,"score":0.4710305333137512},{"id":"https://openalex.org/C39927690","wikidata":"https://www.wikidata.org/wiki/Q11197","display_name":"Logarithm","level":2,"score":0.44961637258529663},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4490247964859009},{"id":"https://openalex.org/C186565885","wikidata":"https://www.wikidata.org/wiki/Q1651163","display_name":"Biological neuron model","level":3,"score":0.4445228576660156},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3284749388694763},{"id":"https://openalex.org/C2778794669","wikidata":"https://www.wikidata.org/wiki/Q43054","display_name":"Neuron","level":2,"score":0.28984495997428894},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.2743242383003235},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.23284244537353516},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.22759974002838135},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.21572163701057434},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2062235176563263},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20032984018325806},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10915237665176392},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.07814854383468628},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002415","descriptor_name":"Cats","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004553","descriptor_name":"Electric Conductivity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007700","descriptor_name":"Kinetics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008564","descriptor_name":"Membrane Potentials","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009435","descriptor_name":"Synaptic Transmission","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D014793","descriptor_name":"Visual Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1523/jneurosci.22-12-05118.2002","doi":"https://doi.org/10.1523/jneurosci.22-12-05118.2002","is_oa":false,"landing_page_url":"https://doi.org/10.1523/jneurosci.22-12-05118.2002","pdf_url":null,"source":{"id":"https://openalex.org/S5555990","display_name":"Journal of Neuroscience","issn_l":"0270-6474","issn":["0270-6474","1529-2401"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","doyens","jufo-3","ki-jl-2","medline","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319739","host_organization_name":"Society for Neuroscience","host_organization_lineage":["https://openalex.org/P4310319739"],"host_organization_lineage_names":["Society for Neuroscience"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Neuroscience","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:6757721","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6757721","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"J Neurosci","raw_type":"Text"},{"id":"pmid:12077207","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/12077207","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,"listed_in":[],"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":"The Journal of neuroscience : the official journal of the Society for Neuroscience","raw_type":"Journal Article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.146.2175","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.146.2175","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.math.pitt.edu/~cbsg/Materials/Hansel_vanWresswijk_Jneurosci.pdf","raw_type":"text"},{"id":"pmh:oai:HAL:hal-05382757v1","doi":null,"is_oa":false,"landing_page_url":"https://hal.science/hal-05382757","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Neuroscience, 2002, 22 (12), pp.5118-5128. &#x27E8;10.1523/JNEUROSCI.22-12-05118.2002&#x27E9;","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:6757721","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6757721","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"J Neurosci","raw_type":"Text"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1987972505","display_name":"Institute for Theoretical Physics","funder_award_id":"9907949","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320322892","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W60166153","https://openalex.org/W138701018","https://openalex.org/W1580102666","https://openalex.org/W1606361706","https://openalex.org/W1623755432","https://openalex.org/W1867287134","https://openalex.org/W1961056875","https://openalex.org/W1967648834","https://openalex.org/W1973770352","https://openalex.org/W1975252397","https://openalex.org/W1984144595","https://openalex.org/W2008240154","https://openalex.org/W2014339193","https://openalex.org/W2014501117","https://openalex.org/W2028546686","https://openalex.org/W2044535991","https://openalex.org/W2095768716","https://openalex.org/W2105071895","https://openalex.org/W2116079555","https://openalex.org/W2116279703","https://openalex.org/W2116360511","https://openalex.org/W2126020484","https://openalex.org/W2131330930","https://openalex.org/W2137413309","https://openalex.org/W2139975927","https://openalex.org/W2170319235","https://openalex.org/W2431484271","https://openalex.org/W2748108837"],"related_works":["https://openalex.org/W7100363488","https://openalex.org/W2028546686","https://openalex.org/W7096804732","https://openalex.org/W2160008411","https://openalex.org/W2288879566","https://openalex.org/W1590042357","https://openalex.org/W2317543994","https://openalex.org/W1563253918","https://openalex.org/W2895796791","https://openalex.org/W7097848441"],"abstract_inverted_index":{"The":[0,201],"width":[1],"of":[2,7,11,59,69,95,124,184,225,236],"the":[3,8,22,35,44,56,89,92,96,122,125,144,158,175,185,192,208,212,221,226,234,237],"orientation":[4,26,60],"tuning":[5,61,123,214,223],"curves":[6,62,224],"spike":[9,176,213],"response":[10,182],"neurons":[12,186],"in":[13,43,63,173,187],"V1":[14,188],"is":[15,128,216],"invariant":[16],"to":[17,55,196,199,220],"contrast.":[18],"This":[19,112,228],"property":[20],"constrains":[21],"possible":[23],"mechanisms":[24],"underlying":[25],"selectivity.":[27],"It":[28],"has":[29],"been":[30],"suggested":[31],"that":[32,38,88,136,143,154,168],"noise":[33,53,90],"circumvents":[34],"iceberg":[36],"effect":[37],"would":[39],"prevent":[40],"contrast":[41,57,130,140,159],"invariance":[42,58,141],"purely":[45],"feedforward":[46],"mechanism.":[47],"Here":[48],"we":[49,134],"investigate":[50],"systematically":[51],"how":[52],"contributes":[54],"V1.":[64],"We":[65,86,165],"study":[66],"three":[67],"models":[68],"increasing":[70,155],"complexity:":[71],"a":[72,78,83,105],"simple":[73],"threshold-linear":[74],"firing":[75,109,146],"rate":[76,110,147],"model,":[77,81],"leaky":[79],"integrate-and-fire":[80],"and":[82,153,179,239],"conductance-based":[84],"model.":[85],"show":[87,135,167],"transmutes":[91],"threshold":[93,106],"nonlinearity":[94],"input-output":[97],"relationships":[98],"into":[99],"an":[100],"approximate":[101],"power":[102],"law":[103],"without":[104],"within":[107],"some":[108],"range.":[111],"implies":[113],"that,":[114],"under":[115],"certain":[116],"conditions":[117],"which":[118,211],"are":[119],"derived":[120],"here,":[121],"neuron":[126,145],"output":[127],"approximately":[129],"invariant.":[131],"In":[132],"particular":[133],"this":[137,163,170],"mechanism":[138,171],"for":[139],"requires":[142],"must":[148],"not":[149,231],"be":[150,205,241],"too":[151,160],"large":[152],"or":[156],"lowering":[157],"much":[161],"destroys":[162],"invariance.":[164],"also":[166],"if":[169],"operates":[172],"V1,":[174],"response,":[177],"R,":[178],"average":[180],"voltage":[181,222],"V":[183],"should":[189],"vary":[190],"with":[191,218],"contrast,":[193],"C,":[194],"according":[195],"R(C)gamma":[197],"proportional":[198],"V(C)gamma.":[200],"exponent":[202],"gamma":[203],"can":[204,240],"estimated":[206],"from":[207],"amount":[209],"by":[210],"curve":[215],"sharpened":[217],"respect":[219],"neurons.":[227],"prediction":[229],"does":[230],"depend":[232],"on":[233],"specifics":[235],"model":[238],"tested":[242],"experimentally.":[243]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":11},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":9}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}
