{"id":"https://openalex.org/W7221782282","doi":"https://doi.org/10.64898/2026.10.06.757049","title":"A canonical neural circuit for motion direction estimation","display_name":"A canonical neural circuit for motion direction estimation","publication_year":2026,"publication_date":"2026-10-14","ids":{"openalex":"https://openalex.org/W7221782282","doi":"https://doi.org/10.64898/2026.10.06.757049"},"language":"en","primary_location":{"id":"doi:10.64898/2026.10.06.757049","doi":"https://doi.org/10.64898/2026.10.06.757049","is_oa":true,"landing_page_url":"https://doi.org/10.64898/2026.10.06.757049","pdf_url":"https://www.biorxiv.org/content/biorxiv/early/2026/10/14/2026.10.06.757049.full.pdf","source":{"id":"https://openalex.org/S4306402567","display_name":"bioRxiv (Cold Spring Harbor Laboratory)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2750212522","host_organization_name":"Cold Spring Harbor Laboratory","host_organization_lineage":["https://openalex.org/I2750212522"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"bioRxiv","raw_type":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.biorxiv.org/content/biorxiv/early/2026/10/14/2026.10.06.757049.full.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5158676993","display_name":"Mar\u00eda Berraquero","orcid":"https://orcid.org/0009-0002-2939-6750","observed_orcids":["https://orcid.org/0009-0002-2939-6750"]},"institutions":[{"id":"https://openalex.org/I134820265","display_name":"Consejo Superior de Investigaciones Cient\u00edficas","ror":"https://ror.org/02gfc7t72","country_code":"ES","type":"government","lineage":["https://openalex.org/I134820265"]},{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mar\u00eda Berraquero","raw_affiliation_strings":["Spanish National Research Council (CSIC), Spain","Universidad Polit\u00e9cnica de Madrid, Spain"],"raw_orcid":"https://orcid.org/0009-0002-2939-6750","affiliations":[{"raw_affiliation_string":"Spanish National Research Council (CSIC), Spain","institution_ids":["https://openalex.org/I134820265"]},{"raw_affiliation_string":"Universidad Polit\u00e9cnica de Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023771478","display_name":"Ignacio Serrano\u2010Pedraza","orcid":"https://orcid.org/0000-0002-4464-1905","observed_orcids":["https://orcid.org/0000-0002-4464-1905"]},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ignacio Serrano-Pedraza","raw_affiliation_strings":["Universidad Complutense de Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0002-4464-1905","affiliations":[{"raw_affiliation_string":"Universidad Complutense de Madrid, Spain","institution_ids":["https://openalex.org/I121748325"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010974959","display_name":"Marcelo Bertalm\u0131\u0301o","orcid":"https://orcid.org/0000-0002-1023-8325","observed_orcids":["https://orcid.org/0000-0002-1023-8325"]},"institutions":[{"id":"https://openalex.org/I134820265","display_name":"Consejo Superior de Investigaciones Cient\u00edficas","ror":"https://ror.org/02gfc7t72","country_code":"ES","type":"government","lineage":["https://openalex.org/I134820265"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Marcelo Bertalm\u00edo","raw_affiliation_strings":["Spanish National Research Council (CSIC), Spain"],"raw_orcid":"https://orcid.org/0000-0002-1023-8325","affiliations":[{"raw_affiliation_string":"Spanish National Research Council (CSIC), Spain","institution_ids":["https://openalex.org/I134820265"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5010974959"],"corresponding_institution_ids":["https://openalex.org/I134820265"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10427","display_name":"Visual perception and processing mechanisms","score":0.9976000189781189,"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":0.9976000189781189,"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":0.00039999998989515007,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/motion-direction-estimation","display_name":"motion direction estimation","score":0.9819999933242798},{"id":"https://openalex.org/keywords/direction-selective-cells","display_name":"direction-selective cells","score":0.8840000033378601},{"id":"https://openalex.org/keywords/neural-circuit-model","display_name":"neural circuit model","score":0.8659999966621399},{"id":"https://openalex.org/keywords/dendritic-processing","display_name":"dendritic processing","score":0.7329999804496765},{"id":"https://openalex.org/keywords/visual-motion-detection","display_name":"visual motion detection","score":0.7350000143051147},{"id":"https://openalex.org/keywords/visual-pathway","display_name":"visual pathway","score":0.46000000834465027}],"concepts":[{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.6448000073432922},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6416000127792358},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6401000022888184},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5979999899864197},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.4643000066280365},{"id":"https://openalex.org/C204707403","wikidata":"https://www.wikidata.org/wiki/Q1152398","display_name":"Canonical form","level":2,"score":0.462799996137619},{"id":"https://openalex.org/C10161872","wikidata":"https://www.wikidata.org/wiki/Q557891","display_name":"Motion estimation","level":2,"score":0.4072999954223633},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39419999718666077},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.3806999921798706},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.3732999861240387},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3720000088214874},{"id":"https://openalex.org/C146159030","wikidata":"https://www.wikidata.org/wiki/Q7625099","display_name":"Structure from motion","level":3,"score":0.3506999909877777},{"id":"https://openalex.org/C2779345533","wikidata":"https://www.wikidata.org/wiki/Q75785","display_name":"Visual cortex","level":2,"score":0.3506999909877777},{"id":"https://openalex.org/C3018844941","wikidata":"https://www.wikidata.org/wiki/Q6718887","display_name":"Non canonical","level":2,"score":0.34850001335144043},{"id":"https://openalex.org/C119088629","wikidata":"https://www.wikidata.org/wiki/Q558363","display_name":"Visual system","level":3,"score":0.33070001006126404},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3176000118255615},{"id":"https://openalex.org/C118403218","wikidata":"https://www.wikidata.org/wiki/Q43283","display_name":"Biological neural network","level":2,"score":0.2709999978542328},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.26429998874664307},{"id":"https://openalex.org/C48575856","wikidata":"https://www.wikidata.org/wiki/Q852504","display_name":"Motion perception","level":3,"score":0.2621999979019165},{"id":"https://openalex.org/C2780624872","wikidata":"https://www.wikidata.org/wiki/Q852453","display_name":"Motion detection","level":3,"score":0.25760000944137573},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.64898/2026.10.06.757049","doi":"https://doi.org/10.64898/2026.10.06.757049","is_oa":true,"landing_page_url":"https://doi.org/10.64898/2026.10.06.757049","pdf_url":"https://www.biorxiv.org/content/biorxiv/early/2026/10/14/2026.10.06.757049.full.pdf","source":{"id":"https://openalex.org/S4306402567","display_name":"bioRxiv (Cold Spring Harbor Laboratory)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2750212522","host_organization_name":"Cold Spring Harbor Laboratory","host_organization_lineage":["https://openalex.org/I2750212522"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"bioRxiv","raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.64898/2026.10.06.757049","doi":"https://doi.org/10.64898/2026.10.06.757049","is_oa":true,"landing_page_url":"https://doi.org/10.64898/2026.10.06.757049","pdf_url":"https://www.biorxiv.org/content/biorxiv/early/2026/10/14/2026.10.06.757049.full.pdf","source":{"id":"https://openalex.org/S4306402567","display_name":"bioRxiv (Cold Spring Harbor Laboratory)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2750212522","host_organization_name":"Cold Spring Harbor Laboratory","host_organization_lineage":["https://openalex.org/I2750212522"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"bioRxiv","raw_type":"posted-content"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G2593678748","display_name":null,"funder_award_id":"VIS4NN","funder_id":"https://openalex.org/F4320309764","funder_display_name":"Fundaci\u00f3n BBVA"},{"id":"https://openalex.org/G5635532810","display_name":null,"funder_award_id":"13039","funder_id":"https://openalex.org/F4320315062","funder_display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades"},{"id":"https://openalex.org/G717256432","display_name":null,"funder_award_id":"PID2024","funder_id":"https://openalex.org/F4320315062","funder_display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades"},{"id":"https://openalex.org/G7395345766","display_name":null,"funder_award_id":"MICIU/AEI/10.13039","funder_id":"https://openalex.org/F4320315062","funder_display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades"},{"id":"https://openalex.org/G7805626310","display_name":null,"funder_award_id":"10.13039","funder_id":"https://openalex.org/F4320315062","funder_display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades"},{"id":"https://openalex.org/G8667377315","display_name":null,"funder_award_id":"MICIU/AEI/10","funder_id":"https://openalex.org/F4320315062","funder_display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades"},{"id":"https://openalex.org/G8709270594","display_name":null,"funder_award_id":"MICIU/AEI/10","funder_id":"https://openalex.org/F4320334857","funder_display_name":"Consejo Superior de Investigaciones Cient\u00edficas"}],"funders":[{"id":"https://openalex.org/F4320309764","display_name":"Fundaci\u00f3n BBVA","ror":"https://ror.org/01jzs3b90"},{"id":"https://openalex.org/F4320313831","display_name":"Comunidad de Madrid","ror":null},{"id":"https://openalex.org/F4320315062","display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades","ror":null},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320334857","display_name":"Consejo Superior de Investigaciones Cient\u00edficas","ror":"https://ror.org/02gfc7t72"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":"https://ror.org/003x0zc53"},{"id":"https://openalex.org/F7311471023","display_name":"NextGenerationEU","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7221782282.pdf","grobid_xml":"https://content.openalex.org/works/W7221782282.grobid-xml"},"referenced_works_count":3,"referenced_works":["https://openalex.org/W4412421025","https://openalex.org/W7154308481","https://openalex.org/W7162999866"],"related_works":["https://openalex.org/W3177460334","https://openalex.org/W7133356062","https://openalex.org/W3179225195","https://openalex.org/W4229035453","https://openalex.org/W4206746251","https://openalex.org/W3006089990","https://openalex.org/W4205976633","https://openalex.org/W2516546718","https://openalex.org/W2052949607","https://openalex.org/W7146711827"],"abstract_inverted_index":{"Abstract":[0],"Abundant":[1],"experimental":[2],"data":[3],"support":[4],"the":[5,26,126,145,148,152],"view":[6],"that":[7,61,71,118,151],"motion":[8,31,94,164],"detection":[9],"is":[10,85],"a":[11,17,57,89,158],"canonical":[12,159],"neural":[13,58,109,160],"operation,":[14],"common":[15],"to":[16,41,44,66,87,99,136,147],"wide":[18,90],"variety":[19],"of":[20,92,113,129,132],"species":[21],"and":[22,80,138],"different":[23],"stages":[24],"in":[25,125,139],"visual":[27,47,93,127,140],"stream.":[28],"However,":[29],"existing":[30],"models":[32,105],"lack":[33],"this":[34],"generality,":[35],"as":[36,75,107,157],"their":[37],"predictive":[38],"power":[39],"tends":[40],"be":[42,73],"restricted":[43],"some":[45,77],"specific":[46],"phenomena,":[48,102],"brain":[49],"regions,":[50],"or":[51],"animal":[52],"taxa.":[53],"Here,":[54],"we":[55,81],"introduce":[56],"circuit":[59,161],"model":[60,120,154],"only":[62],"uses":[63],"cells":[64,117],"selective":[65],"cardinal":[67],"directions,":[68],"with":[69,111],"elements":[70],"can":[72],"interpreted":[74],"emulating":[76],"dendritic":[78],"processes,":[79],"show":[82],"how":[83],"it":[84],"able":[86],"predict":[88],"range":[91],"data,":[95],"from":[96,134,144],"basic":[97],"properties":[98],"hitherto":[100],"unexplained":[101],"surpassing":[103],"state-of-the-art":[104],"implemented":[106],"deep":[108],"networks":[110],"millions":[112],"parameters.":[114],"The":[115],"direction-selective":[116],"our":[119],"relies":[121],"on":[122],"are":[123],"present":[124],"systems":[128],"many":[130],"classes":[131],"animals,":[133],"insects":[135],"primates,":[137],"pathway":[141],"structures":[142],"going":[143],"retina":[146],"cortex,":[149],"suggesting":[150],"proposed":[153],"could":[155],"serve":[156],"for":[162],"estimating":[163],"direction.":[165]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-10-15T00:00:00"}
