{"id":"https://openalex.org/W2141969391","doi":"https://doi.org/10.1371/journal.pcbi.1000348","title":"What Is Stochastic Resonance? Definitions, Misconceptions, Debates, and Its Relevance to Biology","display_name":"What Is Stochastic Resonance? Definitions, Misconceptions, Debates, and Its Relevance to Biology","publication_year":2009,"publication_date":"2009-05-28","ids":{"openalex":"https://openalex.org/W2141969391","doi":"https://doi.org/10.1371/journal.pcbi.1000348","mag":"2141969391","pmid":"https://pubmed.ncbi.nlm.nih.gov/19562010"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1000348","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1000348","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1000348&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLoS Computational Biology","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1000348&type=printable","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000677611","display_name":"Mark D. McDonnell","orcid":"https://orcid.org/0000-0002-7009-3869"},"institutions":[{"id":"https://openalex.org/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Mark D. McDonnell","raw_affiliation_strings":["Institute for Telecommunications Research, University of South Australia, Mawson Lakes, South Australia, Australia. mark.mcdonnell@unisa.edu.au","Institute for Telecommunications Research, University of South Australia, Mawson Lakes, South Australia, Australia"],"affiliations":[{"raw_affiliation_string":"Institute for Telecommunications Research, University of South Australia, Mawson Lakes, South Australia, Australia. mark.mcdonnell@unisa.edu.au","institution_ids":["https://openalex.org/I170239107"]},{"raw_affiliation_string":"Institute for Telecommunications Research, University of South Australia, Mawson Lakes, South Australia, Australia","institution_ids":["https://openalex.org/I170239107"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040978000","display_name":"Derek Abbott","orcid":"https://orcid.org/0000-0002-0945-2674"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Derek Abbott","raw_affiliation_strings":["Centre for Biomedical Engineering and School of Electrical & Electronic Engineering, University of Adelaide, Adelaide, South Australia, Australia"],"affiliations":[{"raw_affiliation_string":"Centre for Biomedical Engineering and School of Electrical & Electronic Engineering, University of Adelaide, Adelaide, South Australia, Australia","institution_ids":["https://openalex.org/I5681781"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5000677611"],"corresponding_institution_ids":["https://openalex.org/I170239107"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":2655,"currency":"USD","value_usd":2655},"fwci":26.7779,"has_fulltext":true,"cited_by_count":776,"citation_normalized_percentile":{"value":0.99792885,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"5","issue":"5","first_page":"e1000348","last_page":"e1000348"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11513","display_name":"stochastic dynamics and bifurcation","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T11513","display_name":"stochastic dynamics and bifurcation","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9937000274658203,"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/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/stochastic-resonance","display_name":"Stochastic resonance","score":0.7981881499290466},{"id":"https://openalex.org/keywords/randomness","display_name":"Randomness","score":0.755150318145752},{"id":"https://openalex.org/keywords/counterintuitive","display_name":"Counterintuitive","score":0.7405906915664673},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6353194713592529},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5603163242340088},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.449739545583725},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.42894458770751953},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.38168805837631226},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.3670901656150818},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3359316289424896},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.3176976442337036},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2850000560283661},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.18117675185203552},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17482692003250122},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12513142824172974},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.1246306300163269}],"concepts":[{"id":"https://openalex.org/C207658827","wikidata":"https://www.wikidata.org/wiki/Q1999781","display_name":"Stochastic resonance","level":4,"score":0.7981881499290466},{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.755150318145752},{"id":"https://openalex.org/C101097943","wikidata":"https://www.wikidata.org/wiki/Q5176983","display_name":"Counterintuitive","level":2,"score":0.7405906915664673},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6353194713592529},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5603163242340088},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.449739545583725},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.42894458770751953},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.38168805837631226},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3670901656150818},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3359316289424896},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.3176976442337036},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2850000560283661},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.18117675185203552},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17482692003250122},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12513142824172974},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.1246306300163269},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001698","descriptor_name":"Biomedical Engineering","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001698","descriptor_name":"Biomedical Engineering","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001698","descriptor_name":"Biomedical Engineering","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001698","descriptor_name":"Biomedical Engineering","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","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":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","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":false},{"descriptor_ui":"D009488","descriptor_name":"Neurosciences","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D009488","descriptor_name":"Neurosciences","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D009488","descriptor_name":"Neurosciences","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D009488","descriptor_name":"Neurosciences","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013269","descriptor_name":"Stochastic Processes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013269","descriptor_name":"Stochastic Processes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013269","descriptor_name":"Stochastic Processes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013269","descriptor_name":"Stochastic Processes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.1371/journal.pcbi.1000348","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1000348","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1000348&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLoS Computational Biology","raw_type":"journal-article"},{"id":"pmid:19562010","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/19562010","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":"PLoS computational biology","raw_type":null},{"id":"pmh:oai:digital.library.adelaide.edu.au:2440/51443","is_oa":true,"landing_page_url":"http://hdl.handle.net/2440/51443","pdf_url":null,"source":{"id":"https://openalex.org/S4306401835","display_name":"Adelaide Research & Scholarship (AR&S) (University of Adelaide)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5681781","host_organization_name":"The University of Adelaide","host_organization_lineage":["https://openalex.org/I5681781"],"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":"http://dx.doi.org/10.1371/journal.pcbi.1000348","raw_type":"Journal article"},{"id":"pmh:oai:doaj.org/article:475059b2fd304e9eae6e0946a2281aa1","is_oa":true,"landing_page_url":"https://doaj.org/article/475059b2fd304e9eae6e0946a2281aa1","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":"PLoS Computational Biology, Vol 5, Iss 5, p e1000348 (2009)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:1480396","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2660436","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"},{"id":"pmh:oai:urm_publish:9915910618501831","is_oa":true,"landing_page_url":"https://hdl.handle.net/1959.8/72215","pdf_url":null,"source":{"id":"https://openalex.org/S4306402528","display_name":"UniSA Research Outputs Repository (University of South Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I170239107","host_organization_name":"University of South Australia","host_organization_lineage":["https://openalex.org/I170239107"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1000348","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1000348","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1000348&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLoS Computational Biology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2141969391.pdf","grobid_xml":"https://content.openalex.org/works/W2141969391.grobid-xml"},"referenced_works_count":196,"referenced_works":["https://openalex.org/W122363685","https://openalex.org/W594367399","https://openalex.org/W634242099","https://openalex.org/W1505668464","https://openalex.org/W1511617865","https://openalex.org/W1615380321","https://openalex.org/W1661707293","https://openalex.org/W1673467875","https://openalex.org/W1678330516","https://openalex.org/W1964652818","https://openalex.org/W1965095041","https://openalex.org/W1966063056","https://openalex.org/W1967894053","https://openalex.org/W1968019922","https://openalex.org/W1969782914","https://openalex.org/W1970798847","https://openalex.org/W1974029098","https://openalex.org/W1976387847","https://openalex.org/W1979633894","https://openalex.org/W1979926956","https://openalex.org/W1980240972","https://openalex.org/W1982398731","https://openalex.org/W1982491809","https://openalex.org/W1984233286","https://openalex.org/W1984641358","https://openalex.org/W1985177015","https://openalex.org/W1985983039","https://openalex.org/W1988363116","https://openalex.org/W1992084652","https://openalex.org/W1993153103","https://openalex.org/W1993474659","https://openalex.org/W1995157696","https://openalex.org/W1995167938","https://openalex.org/W1995924829","https://openalex.org/W1996589826","https://openalex.org/W1998794714","https://openalex.org/W1999160460","https://openalex.org/W2003263583","https://openalex.org/W2003630756","https://openalex.org/W2004288195","https://openalex.org/W2005408786","https://openalex.org/W2006549875","https://openalex.org/W2008391693","https://openalex.org/W2009546649","https://openalex.org/W2009706770","https://openalex.org/W2010059103","https://openalex.org/W2010213984","https://openalex.org/W2011838500","https://openalex.org/W2013656894","https://openalex.org/W2013793655","https://openalex.org/W2014150977","https://openalex.org/W2014440643","https://openalex.org/W2015295577","https://openalex.org/W2019108695","https://openalex.org/W2022615828","https://openalex.org/W2023593061","https://openalex.org/W2023796687","https://openalex.org/W2023931204","https://openalex.org/W2024060531","https://openalex.org/W2025091773","https://openalex.org/W2025416516","https://openalex.org/W2026731996","https://openalex.org/W2026733477","https://openalex.org/W2028615364","https://openalex.org/W2029010014","https://openalex.org/W2029555640","https://openalex.org/W2034013151","https://openalex.org/W2036373484","https://openalex.org/W2038010140","https://openalex.org/W2038338667","https://openalex.org/W2039488258","https://openalex.org/W2046295155","https://openalex.org/W2046627401","https://openalex.org/W2046858723","https://openalex.org/W2047868043","https://openalex.org/W2048218257","https://openalex.org/W2048256528","https://openalex.org/W2048397615","https://openalex.org/W2051068008","https://openalex.org/W2051178006","https://openalex.org/W2051195016","https://openalex.org/W2054250688","https://openalex.org/W2054430476","https://openalex.org/W2055282041","https://openalex.org/W2057368528","https://openalex.org/W2059090136","https://openalex.org/W2059349661","https://openalex.org/W2061097549","https://openalex.org/W2061548934","https://openalex.org/W2062619950","https://openalex.org/W2064129017","https://openalex.org/W2064617097","https://openalex.org/W2064965260","https://openalex.org/W2066297336","https://openalex.org/W2068501389","https://openalex.org/W2069777078","https://openalex.org/W2070159194","https://openalex.org/W2071124695","https://openalex.org/W2072184454","https://openalex.org/W2073983924","https://openalex.org/W2074483560","https://openalex.org/W2075171228","https://openalex.org/W2077260940","https://openalex.org/W2079483931","https://openalex.org/W2080041388","https://openalex.org/W2080271092","https://openalex.org/W2080909235","https://openalex.org/W2082291676","https://openalex.org/W2084111681","https://openalex.org/W2084920943","https://openalex.org/W2087719169","https://openalex.org/W2088171789","https://openalex.org/W2088400612","https://openalex.org/W2089588589","https://openalex.org/W2091198609","https://openalex.org/W2091583088","https://openalex.org/W2092331698","https://openalex.org/W2093305345","https://openalex.org/W2093474917","https://openalex.org/W2093624903","https://openalex.org/W2093800225","https://openalex.org/W2093836597","https://openalex.org/W2094214821","https://openalex.org/W2094294058","https://openalex.org/W2095464859","https://openalex.org/W2095568892","https://openalex.org/W2098098233","https://openalex.org/W2101954189","https://openalex.org/W2111075020","https://openalex.org/W2112090702","https://openalex.org/W2116265534","https://openalex.org/W2116786180","https://openalex.org/W2116967254","https://openalex.org/W2117851558","https://openalex.org/W2119691389","https://openalex.org/W2122485753","https://openalex.org/W2125421120","https://openalex.org/W2127604727","https://openalex.org/W2127628742","https://openalex.org/W2129524642","https://openalex.org/W2129589778","https://openalex.org/W2131215403","https://openalex.org/W2132003317","https://openalex.org/W2133098813","https://openalex.org/W2133285226","https://openalex.org/W2133877521","https://openalex.org/W2136071777","https://openalex.org/W2136883521","https://openalex.org/W2139095346","https://openalex.org/W2140155664","https://openalex.org/W2142875089","https://openalex.org/W2144846366","https://openalex.org/W2145889472","https://openalex.org/W2147207364","https://openalex.org/W2149982093","https://openalex.org/W2151007095","https://openalex.org/W2152310161","https://openalex.org/W2152743791","https://openalex.org/W2153062097","https://openalex.org/W2154000159","https://openalex.org/W2155926305","https://openalex.org/W2156173693","https://openalex.org/W2159466574","https://openalex.org/W2159996541","https://openalex.org/W2163975334","https://openalex.org/W2165526493","https://openalex.org/W2168727894","https://openalex.org/W2170746474","https://openalex.org/W2226091610","https://openalex.org/W2293423476","https://openalex.org/W2296229624","https://openalex.org/W2331890423","https://openalex.org/W2410716945","https://openalex.org/W2419392757","https://openalex.org/W2615152173","https://openalex.org/W3022106996","https://openalex.org/W3024388518","https://openalex.org/W3037706425","https://openalex.org/W3164420190","https://openalex.org/W4206829057","https://openalex.org/W4206831840","https://openalex.org/W4210450701","https://openalex.org/W4211019631","https://openalex.org/W4229557733","https://openalex.org/W4232585813","https://openalex.org/W4238966550","https://openalex.org/W4239899431","https://openalex.org/W4241314714","https://openalex.org/W4256511830","https://openalex.org/W4299415759","https://openalex.org/W6617688844","https://openalex.org/W6650991853","https://openalex.org/W6653012567","https://openalex.org/W6672273466","https://openalex.org/W6781311847","https://openalex.org/W7073643503"],"related_works":["https://openalex.org/W2809491669","https://openalex.org/W3005839474","https://openalex.org/W2050235149","https://openalex.org/W4379988549","https://openalex.org/W2139510495","https://openalex.org/W2016376779","https://openalex.org/W2807993762","https://openalex.org/W1992379025","https://openalex.org/W2768389068","https://openalex.org/W2403993643"],"abstract_inverted_index":{"Stochastic":[0,48],"resonance":[1,49,77,171,195],"is":[2,101],"said":[3],"to":[4,88,107,187,203],"be":[5,157],"observed":[6],"when":[7],"increases":[8],"in":[9,18,56,111,141,196,217],"levels":[10],"of":[11,21,24,59,69,75,91,115,135,147,193,198,225],"unpredictable":[12],"fluctuations--e.g.,":[13],"random":[14,109,210],"noise--cause":[15],"an":[16],"increase":[17],"a":[19,32,57,67,89,136,189,214],"metric":[20],"the":[22,73,82,97,103,116,125,142,148,161,218],"quality":[23],"signal":[25],"transmission":[26],"or":[27,85,172,222],"detection":[28],"performance,":[29],"rather":[30],"than":[31],"decrease.":[33],"This":[34],"counterintuitive":[35],"effect":[36],"relies":[37],"on":[38,42],"system":[39],"nonlinearities":[40],"and":[41,54,61,94,152,181,185,202],"some":[43,146],"parameter":[44],"ranges":[45],"being":[46],"\"suboptimal\".":[47],"has":[50,78,105,122],"been":[51,123],"observed,":[52],"quantified,":[53],"described":[55],"plethora":[58],"physical":[60],"biological":[62],"systems,":[63],"including":[64],"neurons.":[65],"Being":[66],"topic":[68],"widespread":[70],"multidisciplinary":[71],"interest,":[72],"definition":[74,192],"stochastic":[76,170,194],"evolved":[79,106],"significantly":[80],"over":[81],"last":[83],"decade":[84],"so,":[86],"leading":[87],"number":[90],"debates,":[92],"misunderstandings,":[93],"controversies.":[95],"Perhaps":[96],"most":[98,126],"important":[99],"debate":[100,121],"whether":[102],"brain":[104,162],"utilize":[108],"noise":[110,140],"vivo,":[112],"as":[113],"part":[114,127],"\"neural":[117],"code\".":[118],"Surprisingly,":[119],"this":[120,151],"for":[124,139,150],"ignored":[128],"by":[129,168],"neuroscientists,":[130],"despite":[131],"much":[132],"indirect":[133],"evidence":[134],"positive":[137],"role":[138,216],"brain.":[143],"We":[144,177],"explore":[145],"reasons":[149],"argue":[153],"why":[154],"it":[155,175],"would":[156],"more":[158],"surprising":[159],"if":[160,174],"did":[163],"not":[164],"exploit":[165],"randomness":[166],"provided":[167],"noise--via":[169],"otherwise--than":[173],"did.":[176],"also":[178],"challenge":[179],"neuroscientists":[180],"biologists,":[182],"both":[183],"computational":[184],"experimental,":[186],"embrace":[188],"very":[190],"broad":[191],"terms":[197],"signal-processing":[199],"\"noise":[200],"benefits\",":[201],"devise":[204],"experiments":[205],"aimed":[206],"at":[207],"verifying":[208],"that":[209],"variability":[211],"can":[212],"play":[213],"functional":[215],"brain,":[219],"nervous":[220],"system,":[221],"other":[223],"areas":[224],"biology.":[226]},"counts_by_year":[{"year":2026,"cited_by_count":17},{"year":2025,"cited_by_count":51},{"year":2024,"cited_by_count":41},{"year":2023,"cited_by_count":40},{"year":2022,"cited_by_count":60},{"year":2021,"cited_by_count":62},{"year":2020,"cited_by_count":49},{"year":2019,"cited_by_count":53},{"year":2018,"cited_by_count":42},{"year":2017,"cited_by_count":53},{"year":2016,"cited_by_count":50},{"year":2015,"cited_by_count":57},{"year":2014,"cited_by_count":45},{"year":2013,"cited_by_count":43},{"year":2012,"cited_by_count":36}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}