{"id":"https://openalex.org/W4282824399","doi":"https://doi.org/10.1007/s42113-022-00143-4","title":"Relating a Spiking Neural Network Model and the Diffusion Model of Decision-Making","display_name":"Relating a Spiking Neural Network Model and the Diffusion Model of Decision-Making","publication_year":2022,"publication_date":"2022-06-13","ids":{"openalex":"https://openalex.org/W4282824399","doi":"https://doi.org/10.1007/s42113-022-00143-4","pmid":"https://pubmed.ncbi.nlm.nih.gov/36408474","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/9673774"},"language":"en","primary_location":{"id":"doi:10.1007/s42113-022-00143-4","doi":"https://doi.org/10.1007/s42113-022-00143-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42113-022-00143-4","pdf_url":null,"source":{"id":"https://openalex.org/S4210221739","display_name":"Computational Brain & Behavior","issn_l":"2522-0861","issn":["2522-0861","2522-087X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Brain & Behavior","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9673774","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087176120","display_name":"Akash Umakantha","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Akash Umakantha","raw_affiliation_strings":["Machine Learning Department, Carnegie Mellon University","Neuroscience Institute, Carnegie Mellon University","Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Machine Learning Department, Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Neuroscience Institute, Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044602182","display_name":"Braden A. Purcell","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Braden A. Purcell","raw_affiliation_strings":["Squarespace, Vanderbilt University","Squarespace, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Squarespace, Vanderbilt University","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Squarespace, New York, NY, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058881122","display_name":"Thomas J. Palmeri","orcid":"https://orcid.org/0000-0001-7617-9797","observed_orcids":["https://orcid.org/0000-0001-7617-9797"]},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Thomas J. Palmeri","raw_affiliation_strings":["Psychology Department, Vanderbilt University","Vanderbilt Vision Research Center, Vanderbilt University","Psychology Department, Vanderbilt University, Nashville, TN, USA"],"raw_orcid":"https://orcid.org/0000-0001-7617-9797","affiliations":[{"raw_affiliation_string":"Psychology Department, Vanderbilt University","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Vanderbilt Vision Research Center, Vanderbilt University","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Psychology Department, Vanderbilt University, Nashville, TN, USA","institution_ids":["https://openalex.org/I200719446"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5058881122"],"corresponding_institution_ids":["https://openalex.org/I200719446"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":0.3801,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.50820885,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":"5","issue":"3","first_page":"279","last_page":"301"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.5332000255584717,"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/T10581","display_name":"Neural dynamics and brain function","score":0.5332000255584717,"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/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.3206000030040741,"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/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.07729999721050262,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/spiking-neural-network-model","display_name":"spiking neural network model","score":0.8579999804496765},{"id":"https://openalex.org/keywords/diffusion-models","display_name":"diffusion models","score":0.8920000195503235},{"id":"https://openalex.org/keywords/decision-making","display_name":"decision-making","score":0.7490000128746033},{"id":"https://openalex.org/keywords/evidence-accumulation","display_name":"evidence accumulation","score":0.8560000061988831},{"id":"https://openalex.org/keywords/drift-rate","display_name":"drift rate","score":0.9599999785423279},{"id":"https://openalex.org/keywords/response-threshold","display_name":"response threshold","score":0.9739999771118164},{"id":"https://openalex.org/keywords/non-decision-time","display_name":"non-decision time","score":0.996999979019165},{"id":"https://openalex.org/keywords/decision-difficulty","display_name":"decision difficulty","score":0.8069999814033508},{"id":"https://openalex.org/keywords/recurrent-excitation","display_name":"recurrent excitation","score":0.8309999704360962},{"id":"https://openalex.org/keywords/reaction-time-psychology","display_name":"reaction time (psychology)","score":0.4580000042915344}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6245755553245544},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.6058837175369263},{"id":"https://openalex.org/C104122410","wikidata":"https://www.wikidata.org/wiki/Q1416406","display_name":"Network model","level":2,"score":0.5353572368621826},{"id":"https://openalex.org/C2779918689","wikidata":"https://www.wikidata.org/wiki/Q3771842","display_name":"Stimulus (psychology)","level":2,"score":0.5123234987258911},{"id":"https://openalex.org/C202632270","wikidata":"https://www.wikidata.org/wiki/Q7798106","display_name":"Threshold model","level":2,"score":0.48571524024009705},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.42276573181152344},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4104214012622833},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.3692708909511566},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22018685936927795},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10126170516014099},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s42113-022-00143-4","doi":"https://doi.org/10.1007/s42113-022-00143-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42113-022-00143-4","pdf_url":null,"source":{"id":"https://openalex.org/S4210221739","display_name":"Computational Brain & Behavior","issn_l":"2522-0861","issn":["2522-0861","2522-087X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Brain & Behavior","raw_type":"journal-article"},{"id":"pmid:36408474","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36408474","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":"Computational brain & behavior","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9673774","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9673774","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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Comput Brain Behav","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:9673774","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9673774","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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Comput Brain Behav","raw_type":"Text"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G2224877613","display_name":null,"funder_award_id":"R01-EY021833","funder_id":"https://openalex.org/F4320337350","funder_display_name":"National Eye Institute"},{"id":"https://openalex.org/G6513034700","display_name":"Temporal Dynamics of Learning","funder_award_id":"1041755","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8658070553","display_name":"Stochastic Models of Visual Decision Making and Visual Search","funder_award_id":"5r01ey021833-11","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G9000906943","display_name":"Core Grant in Vision Research","funder_award_id":"P30EY008126","funder_id":"https://openalex.org/F4320337350","funder_display_name":"National Eye Institute"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337350","display_name":"National Eye Institute","ror":"https://ror.org/03wkg3b53"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":97,"referenced_works":["https://openalex.org/W606019047","https://openalex.org/W810429705","https://openalex.org/W1512746852","https://openalex.org/W1597739853","https://openalex.org/W1899637700","https://openalex.org/W1963789865","https://openalex.org/W1971577575","https://openalex.org/W1979532884","https://openalex.org/W1990009066","https://openalex.org/W1990068200","https://openalex.org/W1993762087","https://openalex.org/W1996576729","https://openalex.org/W1997173667","https://openalex.org/W1997904803","https://openalex.org/W2006388199","https://openalex.org/W2009708711","https://openalex.org/W2011265495","https://openalex.org/W2011631075","https://openalex.org/W2012598170","https://openalex.org/W2021078113","https://openalex.org/W2027728102","https://openalex.org/W2043161845","https://openalex.org/W2045968318","https://openalex.org/W2048009248","https://openalex.org/W2048524988","https://openalex.org/W2056719047","https://openalex.org/W2059511681","https://openalex.org/W2061515192","https://openalex.org/W2062322739","https://openalex.org/W2066931620","https://openalex.org/W2067525869","https://openalex.org/W2071591695","https://openalex.org/W2076373742","https://openalex.org/W2076964542","https://openalex.org/W2077309702","https://openalex.org/W2081364575","https://openalex.org/W2090544951","https://openalex.org/W2095688342","https://openalex.org/W2095934243","https://openalex.org/W2098205603","https://openalex.org/W2100476792","https://openalex.org/W2101254766","https://openalex.org/W2103146963","https://openalex.org/W2106145030","https://openalex.org/W2108012074","https://openalex.org/W2108748822","https://openalex.org/W2112591275","https://openalex.org/W2118366490","https://openalex.org/W2121798652","https://openalex.org/W2122066429","https://openalex.org/W2123713131","https://openalex.org/W2129207020","https://openalex.org/W2134387421","https://openalex.org/W2134825267","https://openalex.org/W2135075084","https://openalex.org/W2136582516","https://openalex.org/W2140183795","https://openalex.org/W2141891948","https://openalex.org/W2144095870","https://openalex.org/W2146761088","https://openalex.org/W2146855196","https://openalex.org/W2148354977","https://openalex.org/W2150367061","https://openalex.org/W2150380514","https://openalex.org/W2155677501","https://openalex.org/W2157721647","https://openalex.org/W2158130856","https://openalex.org/W2160899279","https://openalex.org/W2161983882","https://openalex.org/W2164383330","https://openalex.org/W2165943343","https://openalex.org/W2168648043","https://openalex.org/W2168815228","https://openalex.org/W2169134378","https://openalex.org/W2169519447","https://openalex.org/W2169601885","https://openalex.org/W2169679358","https://openalex.org/W2171074980","https://openalex.org/W2171292876","https://openalex.org/W2252951723","https://openalex.org/W2260769725","https://openalex.org/W2273693180","https://openalex.org/W2292851149","https://openalex.org/W2490084080","https://openalex.org/W2551434787","https://openalex.org/W2554752666","https://openalex.org/W2790414966","https://openalex.org/W2809093444","https://openalex.org/W2883033711","https://openalex.org/W2914627119","https://openalex.org/W2990642024","https://openalex.org/W3161236511","https://openalex.org/W4225867216","https://openalex.org/W4243073981","https://openalex.org/W4245880239","https://openalex.org/W4253613142","https://openalex.org/W6640444397"],"related_works":["https://openalex.org/W4415549971","https://openalex.org/W4405319588","https://openalex.org/W4407241639","https://openalex.org/W3085068289","https://openalex.org/W6912465926","https://openalex.org/W2002824768","https://openalex.org/W7053384174","https://openalex.org/W2290798512","https://openalex.org/W2044719823","https://openalex.org/W2224250670"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2022-06-15T00:00:00"}