{"id":"https://openalex.org/W4402346921","doi":"https://doi.org/10.1088/2634-4386/ad787f","title":"Model-agnostic neural mean field with a data-driven transfer function","display_name":"Model-agnostic neural mean field with a data-driven transfer function","publication_year":2024,"publication_date":"2024-09-01","ids":{"openalex":"https://openalex.org/W4402346921","doi":"https://doi.org/10.1088/2634-4386/ad787f","pmid":"https://pubmed.ncbi.nlm.nih.gov/39310743"},"language":"en","primary_location":{"id":"doi:10.1088/2634-4386/ad787f","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2634-4386/ad787f","pdf_url":null,"source":{"id":"https://openalex.org/S4210212933","display_name":"Neuromorphic Computing and Engineering","issn_l":"2634-4386","issn":["2634-4386"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuromorphic Computing and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1088/2634-4386/ad787f","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055048047","display_name":"Alex Spaeth","orcid":"https://orcid.org/0000-0003-0702-3945"},"institutions":[{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Alex Spaeth","raw_affiliation_strings":["Electrical and Computer Engineering Department, University of California, Santa Cruz, Santa Cruz, CA, United States of America","Genomics Institute, University of California, Santa Cruz, Santa Cruz, CA, United States of America"],"raw_orcid":"https://orcid.org/0000-0003-0702-3945","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, University of California, Santa Cruz, Santa Cruz, CA, United States of America","institution_ids":["https://openalex.org/I185103710"]},{"raw_affiliation_string":"Genomics Institute, University of California, Santa Cruz, Santa Cruz, CA, United States of America","institution_ids":["https://openalex.org/I185103710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090849321","display_name":"David Haussler","orcid":"https://orcid.org/0000-0003-1533-4575"},"institutions":[{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Haussler","raw_affiliation_strings":["Biomolecular Engineering Department, University of California, Santa Cruz, Santa Cruz, CA, United States of America","Genomics Institute, University of California, Santa Cruz, Santa Cruz, CA, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomolecular Engineering Department, University of California, Santa Cruz, Santa Cruz, CA, United States of America","institution_ids":["https://openalex.org/I185103710"]},{"raw_affiliation_string":"Genomics Institute, University of California, Santa Cruz, Santa Cruz, CA, United States of America","institution_ids":["https://openalex.org/I185103710"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014003862","display_name":"Mircea Teodorescu","orcid":"https://orcid.org/0000-0001-7085-5248"},"institutions":[{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mircea Teodorescu","raw_affiliation_strings":["Biomolecular Engineering Department, University of California, Santa Cruz, Santa Cruz, CA, United States of America","Electrical and Computer Engineering Department, University of California, Santa Cruz, Santa Cruz, CA, United States of America","Genomics Institute, University of California, Santa Cruz, Santa Cruz, CA, United States of America"],"raw_orcid":"https://orcid.org/0000-0001-7085-5248","affiliations":[{"raw_affiliation_string":"Biomolecular Engineering Department, University of California, Santa Cruz, Santa Cruz, CA, United States of America","institution_ids":["https://openalex.org/I185103710"]},{"raw_affiliation_string":"Electrical and Computer Engineering Department, University of California, Santa Cruz, Santa Cruz, CA, United States of America","institution_ids":["https://openalex.org/I185103710"]},{"raw_affiliation_string":"Genomics Institute, University of California, Santa Cruz, Santa Cruz, CA, United States of America","institution_ids":["https://openalex.org/I185103710"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5055048047"],"corresponding_institution_ids":["https://openalex.org/I185103710"],"apc_list":{"value":2000,"currency":"GBP","value_usd":2453},"apc_paid":{"value":2000,"currency":"GBP","value_usd":2453},"fwci":0.3159,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.57919498,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"4","issue":"3","first_page":"034013","last_page":"034013"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9998999834060669,"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":0.9998999834060669,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9976999759674072,"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/T10320","display_name":"Neural Networks and Applications","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5958173274993896},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5391090512275696},{"id":"https://openalex.org/keywords/transfer-function","display_name":"Transfer function","score":0.5067616105079651},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4857204556465149},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.45051613450050354},{"id":"https://openalex.org/keywords/brain-function","display_name":"Brain function","score":0.447887122631073},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39478278160095215},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.20597290992736816},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13642233610153198},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13346615433692932},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11471471190452576},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07324790954589844}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5958173274993896},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5391090512275696},{"id":"https://openalex.org/C81299745","wikidata":"https://www.wikidata.org/wiki/Q334269","display_name":"Transfer function","level":2,"score":0.5067616105079651},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4857204556465149},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.45051613450050354},{"id":"https://openalex.org/C3018390542","wikidata":"https://www.wikidata.org/wiki/Q1073","display_name":"Brain function","level":2,"score":0.447887122631073},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39478278160095215},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.20597290992736816},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13642233610153198},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13346615433692932},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11471471190452576},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07324790954589844},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1088/2634-4386/ad787f","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2634-4386/ad787f","pdf_url":null,"source":{"id":"https://openalex.org/S4210212933","display_name":"Neuromorphic Computing and Engineering","issn_l":"2634-4386","issn":["2634-4386"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuromorphic Computing and Engineering","raw_type":"journal-article"},{"id":"pmid:39310743","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39310743","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":"Neuromorphic computing and engineering","raw_type":null},{"id":"pmh:oai:escholarship.org:ark:/13030/qt12n8f99j","is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/12n8f99j","pdf_url":"https://escholarship.org/content/qt12n8f99j/qt12n8f99j.pdf","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"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":"Neuromorphic Computing and Engineering, vol 4, iss 3","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:11413991","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11413991","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11413991/pdf/nce_4_3_034013.pdf","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,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neuromorphic Comput Eng","raw_type":"Text"},{"id":"pmh:ark:/13030/qt12n8f99j","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},{"id":"pmh:oai:doaj.org/article:0511fef500fb479894ac7c65c140c3e7","is_oa":true,"landing_page_url":"https://doaj.org/article/0511fef500fb479894ac7c65c140c3e7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neuromorphic Computing and Engineering, Vol 4, Iss 3, p 034013 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1088/2634-4386/ad787f","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2634-4386/ad787f","pdf_url":null,"source":{"id":"https://openalex.org/S4210212933","display_name":"Neuromorphic Computing and Engineering","issn_l":"2634-4386","issn":["2634-4386"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuromorphic Computing and Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2705612921","display_name":null,"funder_award_id":"1RM1HG011543","funder_id":"https://openalex.org/F4320337348","funder_display_name":"National Human Genome Research Institute"},{"id":"https://openalex.org/G4960157330","display_name":null,"funder_award_id":"SF857","funder_id":"https://openalex.org/F4026159580","funder_display_name":"Schmidt Futures"},{"id":"https://openalex.org/G5079089411","display_name":null,"funder_award_id":"NSF2134955","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4026159580","display_name":"Schmidt Futures","ror":null},{"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/F4320337348","display_name":"National Human Genome Research Institute","ror":"https://ror.org/00baak391"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":77,"referenced_works":["https://openalex.org/W1184115476","https://openalex.org/W1512746852","https://openalex.org/W1582051163","https://openalex.org/W1985392528","https://openalex.org/W1985940938","https://openalex.org/W1992476998","https://openalex.org/W2041146519","https://openalex.org/W2041234363","https://openalex.org/W2044643388","https://openalex.org/W2064373984","https://openalex.org/W2069701704","https://openalex.org/W2087231528","https://openalex.org/W2095768716","https://openalex.org/W2106695208","https://openalex.org/W2113345172","https://openalex.org/W2119443761","https://openalex.org/W2122872927","https://openalex.org/W2147522710","https://openalex.org/W2152896566","https://openalex.org/W2156387975","https://openalex.org/W2156432573","https://openalex.org/W2164653071","https://openalex.org/W2172294131","https://openalex.org/W2194786082","https://openalex.org/W2233751308","https://openalex.org/W2276533724","https://openalex.org/W2336394756","https://openalex.org/W2482726312","https://openalex.org/W2557964287","https://openalex.org/W2621933455","https://openalex.org/W2810540803","https://openalex.org/W2912307378","https://openalex.org/W2924361796","https://openalex.org/W2952155612","https://openalex.org/W2955153581","https://openalex.org/W2969338764","https://openalex.org/W2969778699","https://openalex.org/W2970454553","https://openalex.org/W2996067309","https://openalex.org/W2999835528","https://openalex.org/W3011049743","https://openalex.org/W3042585961","https://openalex.org/W3045487583","https://openalex.org/W3100974328","https://openalex.org/W3101571838","https://openalex.org/W3102660117","https://openalex.org/W3103282891","https://openalex.org/W3107466412","https://openalex.org/W3108091565","https://openalex.org/W3139657805","https://openalex.org/W3159931622","https://openalex.org/W3171468289","https://openalex.org/W3173029518","https://openalex.org/W3177018549","https://openalex.org/W3177139890","https://openalex.org/W3193479663","https://openalex.org/W3193863977","https://openalex.org/W3198714172","https://openalex.org/W3209749458","https://openalex.org/W4207082495","https://openalex.org/W4226264440","https://openalex.org/W4285387424","https://openalex.org/W4288535621","https://openalex.org/W4304756332","https://openalex.org/W4307230599","https://openalex.org/W4321111295","https://openalex.org/W4323353595","https://openalex.org/W4379376811","https://openalex.org/W4386356872","https://openalex.org/W4389549325","https://openalex.org/W4390443537","https://openalex.org/W4390691678","https://openalex.org/W4404391523","https://openalex.org/W6630758646","https://openalex.org/W6681862732","https://openalex.org/W6682889407","https://openalex.org/W6844154634"],"related_works":["https://openalex.org/W2391251536","https://openalex.org/W2938786841","https://openalex.org/W2362198218","https://openalex.org/W1982750869","https://openalex.org/W2019521278","https://openalex.org/W1984922432","https://openalex.org/W2113077220","https://openalex.org/W2375008505","https://openalex.org/W2350679292","https://openalex.org/W2384522253"],"abstract_inverted_index":{"Abstract":[0],"As":[1],"one":[2],"of":[3,46,50,63,80,87,108,149,179,182,195,208,211],"the":[4,44,48,73,85,96,106,117,168,177,209],"most":[5],"complex":[6],"systems":[7,53],"known":[8],"to":[9,71,95,116,145,158,167,186,230],"science,":[10],"modeling":[11,47,84],"brain":[12,31],"behavior":[13,49,86],"and":[14,19,33,77,92,163],"function":[15,136,154,207],"is":[16,24,54,141,155,164],"both":[17],"fascinating":[18],"extremely":[20],"difficult.":[21],"Empirical":[22],"data":[23],"increasingly":[25],"available":[26],"from":[27],"ex":[28],"vivo":[29,40],"human":[30],"organoids":[32],"surgical":[34],"samples,":[35],"as":[36,38,205],"well":[37],"in":[39],"animal":[41],"models,":[42],"so":[43],"problem":[45],"large-scale":[51],"neuronal":[52,81,170],"more":[55],"relevant":[56],"than":[57],"ever.":[58],"The":[59,152,172],"statistical":[60],"physics":[61],"concept":[62],"a":[64,68,88,129,134,146,180,187,192,206],"mean-field":[65,101,130,174,228],"model":[66,131,175,215],"offers":[67],"tractable":[69],"way":[70],"bridge":[72],"gap":[74],"between":[75],"single-neuron":[76],"population-level":[78],"descriptions":[79],"activity,":[82],"by":[83,132],"single":[89],"representative":[90],"neuron":[91,119,150],"extending":[93],"this":[94],"population.":[97],"However,":[98],"existing":[99],"neural":[100],"methods":[102],"typically":[103],"either":[104],"take":[105],"limit":[107],"small":[109,223],"interaction":[110,238],"sizes,":[111],"or":[112,222],"are":[113],"applicable":[114,144],"only":[115],"specific":[118],"models":[120,229],"for":[121,234],"which":[122,140],"they":[123],"were":[124],"derived.":[125],"This":[126,214],"paper":[127],"derives":[128],"fitting":[133],"transfer":[135,153],"called":[137],"Refractory":[138],"SoftPlus,":[139],"simple":[142],"yet":[143],"broad":[147],"variety":[148],"types.":[151],"fitted":[156],"numerically":[157],"simulated":[159],"spike":[160],"time":[161],"data,":[162],"entirely":[165],"agnostic":[166],"underlying":[169],"dynamics.":[171],"resulting":[173],"predicts":[176],"response":[178],"network":[181],"randomly":[183],"connected":[184],"neurons":[185],"time-varying":[188],"external":[189],"stimulus":[190],"with":[191,236],"high":[193],"degree":[194],"accuracy.":[196],"Furthermore,":[197],"it":[198],"enables":[199],"an":[200],"accurate":[201],"approximate":[202],"bifurcation":[203],"analysis":[204],"level":[210],"recurrent":[212],"input.":[213],"does":[216],"not":[217],"assume":[218],"large":[219,237],"presynaptic":[220],"rates":[221],"postsynaptic":[224],"potential":[225],"size,":[226],"allowing":[227],"be":[231],"developed":[232],"even":[233],"populations":[235],"terms.":[239]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-17T08:19:37.847499","created_date":"2025-10-10T00:00:00"}