{"id":"https://openalex.org/W2114813135","doi":"https://doi.org/10.1371/journal.pcbi.1004610","title":"From Sensory Signals to Modality-Independent Conceptual Representations: A Probabilistic Language of Thought Approach","display_name":"From Sensory Signals to Modality-Independent Conceptual Representations: A Probabilistic Language of Thought Approach","publication_year":2015,"publication_date":"2015-11-10","ids":{"openalex":"https://openalex.org/W2114813135","doi":"https://doi.org/10.1371/journal.pcbi.1004610","mag":"2114813135","pmid":"https://pubmed.ncbi.nlm.nih.gov/26554704"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1004610","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1004610","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1004610&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":"article","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.1004610&type=printable","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004909702","display_name":"Goker Erdogan","orcid":null},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Goker Erdogan","raw_affiliation_strings":["Department of Brain & Cognitive Sciences, University of Rochester, Rochester, New York, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Brain & Cognitive Sciences, University of Rochester, Rochester, New York, United States of America","institution_ids":["https://openalex.org/I5388228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068090762","display_name":"Ilker Yildirim","orcid":"https://orcid.org/0000-0002-9072-0938"},"institutions":[{"id":"https://openalex.org/I83399316","display_name":"Rockefeller University","ror":"https://ror.org/0420db125","country_code":"US","type":"education","lineage":["https://openalex.org/I83399316"]},{"id":"https://openalex.org/I4210104429","display_name":"Institute of Cognitive and Brain Sciences","ror":"https://ror.org/01c3w3270","country_code":"US","type":"education","lineage":["https://openalex.org/I4210104429"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ilker Yildirim","raw_affiliation_strings":["Department of Brain & Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America","Laboratory of Neural Systems, The Rockefeller University, New York, New York, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Brain & Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America","institution_ids":["https://openalex.org/I4210104429","https://openalex.org/I63966007"]},{"raw_affiliation_string":"Laboratory of Neural Systems, The Rockefeller University, New York, New York, United States of America","institution_ids":["https://openalex.org/I83399316"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067053833","display_name":"Robert A. Jacobs","orcid":"https://orcid.org/0000-0001-6607-908X"},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Robert A. Jacobs","raw_affiliation_strings":["Department of Brain & Cognitive Sciences, University of Rochester, Rochester, New York, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Brain & Cognitive Sciences, University of Rochester, Rochester, New York, United States of America","institution_ids":["https://openalex.org/I5388228"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5067053833"],"corresponding_institution_ids":["https://openalex.org/I5388228"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":2655,"currency":"USD","value_usd":2655},"fwci":1.5494,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.83491882,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"11","issue":"11","first_page":"e1004610","last_page":"e1004610"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12032","display_name":"Multisensory perception and integration","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12032","display_name":"Multisensory perception and integration","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11431","display_name":"Action Observation and Synchronization","score":0.9807000160217285,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10914","display_name":"Tactile and Sensory Interactions","score":0.9754999876022339,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.6358539462089539},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6110608577728271},{"id":"https://openalex.org/keywords/stimulus-modality","display_name":"Stimulus modality","score":0.6085081696510315},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.576176643371582},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5198986530303955},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5154272317886353},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5072676539421082},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.470001757144928},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.4300968647003174},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.42070233821868896},{"id":"https://openalex.org/keywords/sensory-system","display_name":"Sensory system","score":0.3978109359741211},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.36402392387390137},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.23665505647659302},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.21037206053733826},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.14965522289276123},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08263722062110901}],"concepts":[{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.6358539462089539},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6110608577728271},{"id":"https://openalex.org/C26486553","wikidata":"https://www.wikidata.org/wiki/Q371870","display_name":"Stimulus modality","level":3,"score":0.6085081696510315},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.576176643371582},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5198986530303955},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5154272317886353},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5072676539421082},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.470001757144928},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.4300968647003174},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.42070233821868896},{"id":"https://openalex.org/C94487597","wikidata":"https://www.wikidata.org/wiki/Q11101","display_name":"Sensory system","level":2,"score":0.3978109359741211},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.36402392387390137},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.23665505647659302},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.21037206053733826},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.14965522289276123},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08263722062110901},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","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":"D008959","descriptor_name":"Models, Neurological","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":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010465","descriptor_name":"Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D010465","descriptor_name":"Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D010465","descriptor_name":"Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D010465","descriptor_name":"Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014110","descriptor_name":"Touch","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014110","descriptor_name":"Touch","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014110","descriptor_name":"Touch","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014110","descriptor_name":"Touch","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1371/journal.pcbi.1004610","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1004610","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1004610&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:26554704","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26554704","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:RePEc:plo:pcbi00:1004610","is_oa":false,"landing_page_url":"https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1004610","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:9f19327c63a74cd3905434edb9b4c330","is_oa":true,"landing_page_url":"https://doaj.org/article/9f19327c63a74cd3905434edb9b4c330","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":"PLoS Computational Biology, Vol 11, Iss 11, p e1004610 (2015)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:3616479","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4640543","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"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1004610","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1004610","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1004610&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":[{"display_name":"Quality Education","score":0.7799999713897705,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G1325373133","display_name":null,"funder_award_id":"FA9550-12-1-0303","funder_id":"https://openalex.org/F4320338279","funder_display_name":"Air Force Office of Scientific Research"},{"id":"https://openalex.org/G1523888516","display_name":null,"funder_award_id":"FA9550-","funder_id":"https://openalex.org/F4320338279","funder_display_name":"Air Force Office of Scientific Research"},{"id":"https://openalex.org/G5809100787","display_name":null,"funder_award_id":"FA9550","funder_id":"https://openalex.org/F4320338279","funder_display_name":"Air Force Office of Scientific Research"},{"id":"https://openalex.org/G6071252945","display_name":null,"funder_award_id":"FA9550-12","funder_id":"https://openalex.org/F4320338279","funder_display_name":"Air Force Office of Scientific Research"},{"id":"https://openalex.org/G7999580237","display_name":null,"funder_award_id":"FA9550-12-1","funder_id":"https://openalex.org/F4320338279","funder_display_name":"Air Force Office of Scientific Research"},{"id":"https://openalex.org/G8063966638","display_name":"A Grammar-Based Approach to Visual-Haptic Object Perception","funder_award_id":"1400784","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/F4320338279","display_name":"Air Force Office of Scientific Research","ror":"https://ror.org/011e9bt93"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2114813135.pdf","grobid_xml":"https://content.openalex.org/works/W2114813135.grobid-xml"},"referenced_works_count":117,"referenced_works":["https://openalex.org/W22745672","https://openalex.org/W58426466","https://openalex.org/W74990614","https://openalex.org/W601435744","https://openalex.org/W1482317340","https://openalex.org/W1501418839","https://openalex.org/W1510186039","https://openalex.org/W1580065682","https://openalex.org/W1592381381","https://openalex.org/W1632064739","https://openalex.org/W1869924716","https://openalex.org/W1963906952","https://openalex.org/W1964694219","https://openalex.org/W1968676209","https://openalex.org/W1968872868","https://openalex.org/W1970255615","https://openalex.org/W1974700909","https://openalex.org/W1976373002","https://openalex.org/W1981276685","https://openalex.org/W1983467424","https://openalex.org/W1985347109","https://openalex.org/W1985429070","https://openalex.org/W1993750641","https://openalex.org/W2002476095","https://openalex.org/W2007363675","https://openalex.org/W2015668259","https://openalex.org/W2021237916","https://openalex.org/W2021682909","https://openalex.org/W2030690158","https://openalex.org/W2032802336","https://openalex.org/W2034258817","https://openalex.org/W2038407704","https://openalex.org/W2040309074","https://openalex.org/W2040939335","https://openalex.org/W2041240878","https://openalex.org/W2041498569","https://openalex.org/W2043968544","https://openalex.org/W2046278638","https://openalex.org/W2050576951","https://openalex.org/W2050831357","https://openalex.org/W2052062543","https://openalex.org/W2056551713","https://openalex.org/W2056760934","https://openalex.org/W2056860348","https://openalex.org/W2056972503","https://openalex.org/W2071953554","https://openalex.org/W2072464426","https://openalex.org/W2075243918","https://openalex.org/W2076092328","https://openalex.org/W2077502546","https://openalex.org/W2081519360","https://openalex.org/W2081981374","https://openalex.org/W2087944049","https://openalex.org/W2089566507","https://openalex.org/W2091148710","https://openalex.org/W2092919341","https://openalex.org/W2094274922","https://openalex.org/W2095845748","https://openalex.org/W2097861969","https://openalex.org/W2098574048","https://openalex.org/W2099784871","https://openalex.org/W2099972257","https://openalex.org/W2102324552","https://openalex.org/W2104095591","https://openalex.org/W2104827998","https://openalex.org/W2108556791","https://openalex.org/W2112414411","https://openalex.org/W2113598507","https://openalex.org/W2122249653","https://openalex.org/W2123046721","https://openalex.org/W2123713131","https://openalex.org/W2124055490","https://openalex.org/W2132273409","https://openalex.org/W2136445846","https://openalex.org/W2136796925","https://openalex.org/W2137425092","https://openalex.org/W2138204301","https://openalex.org/W2138309709","https://openalex.org/W2142336306","https://openalex.org/W2142756981","https://openalex.org/W2143477205","https://openalex.org/W2146324168","https://openalex.org/W2147336195","https://openalex.org/W2150342508","https://openalex.org/W2150375089","https://openalex.org/W2152825437","https://openalex.org/W2154006563","https://openalex.org/W2156406284","https://openalex.org/W2157900062","https://openalex.org/W2158174893","https://openalex.org/W2158910967","https://openalex.org/W2163235840","https://openalex.org/W2165414070","https://openalex.org/W2165657641","https://openalex.org/W2166045818","https://openalex.org/W2168419588","https://openalex.org/W2169371330","https://openalex.org/W2170716495","https://openalex.org/W2171521317","https://openalex.org/W2246013387","https://openalex.org/W2398598893","https://openalex.org/W2493674149","https://openalex.org/W2503924786","https://openalex.org/W2888239338","https://openalex.org/W2896342372","https://openalex.org/W4234071812","https://openalex.org/W4238186986","https://openalex.org/W4240430862","https://openalex.org/W4246703182","https://openalex.org/W4254360402","https://openalex.org/W6638954796","https://openalex.org/W6671225910","https://openalex.org/W6675571605","https://openalex.org/W6684840438","https://openalex.org/W6808950274","https://openalex.org/W6827768719","https://openalex.org/W6834473044"],"related_works":["https://openalex.org/W1540085252","https://openalex.org/W103354863","https://openalex.org/W1976623005","https://openalex.org/W4236091956","https://openalex.org/W2811161200","https://openalex.org/W2904737051","https://openalex.org/W2757205860","https://openalex.org/W4254947852","https://openalex.org/W2006830765","https://openalex.org/W2377009997"],"abstract_inverted_index":{"People":[0],"learn":[1],"modality-independent,":[2],"conceptual":[3],"representations":[4,40,81,96,114,131,146,220],"from":[5,38,82,112,132],"modality-specific":[6],"sensory":[7,42,57,184],"signals.":[8,86,136],"Here,":[9],"we":[10,67],"hypothesize":[11],"that":[12,15,77,140,188],"any":[13],"system":[14],"accomplishes":[16],"this":[17,65,200],"feat":[18],"will":[19],"include":[20],"three":[21],"components:":[22],"a":[23,30,74,90,101,106,123,192],"representational":[24],"language":[25],"for":[26,36,48,55],"characterizing":[27],"modality-independent":[28,39,61,95,129,219],"representations,":[29],"set":[31],"of":[32,73,97,168,178,180,196,207,213,256],"sensory-specific":[33],"forward":[34,50],"models":[35],"mapping":[37],"to":[41,59,93,110,115,127,204,232,253],"signals,":[43],"and":[44,105,117,121,186,224,245],"an":[45,53,148,169,210,229,236],"inference":[46,125],"algorithm":[47,54,126],"inverting":[49],"models-that":[51],"is,":[52,156],"using":[56],"signals":[58],"infer":[60,128],"representations.":[62],"To":[63],"evaluate":[64],"hypothesis,":[66],"instantiate":[68],"it":[69,227],"in":[70,171,182,251],"the":[71,141,157,166,176,189],"form":[72],"computational":[75],"model":[76,88,142,190],"learns":[78],"object":[79,98,113,130,145,149],"shape":[80],"visual":[83,116,133],"and/or":[84,134],"haptic":[85,118,135],"The":[87],"uses":[89,100,122],"probabilistic":[91,238],"grammar":[92],"characterize":[94],"shape,":[99],"computer":[102],"graphics":[103],"toolkit":[104],"human":[107,257],"hand":[108],"simulator":[109],"map":[111],"features,":[119],"respectively,":[120],"Bayesian":[124],"Simulation":[137],"results":[138,167],"show":[139,187],"infers":[143],"identical":[144],"when":[147],"is":[150],"viewed,":[151],"grasped,":[152],"or":[153],"both.":[154],"That":[155],"model's":[158],"percepts":[159],"are":[160],"modality":[161,208],"invariant.":[162],"We":[163],"also":[164],"report":[165],"experiment":[170],"which":[172],"different":[173,183],"subjects":[174],"rated":[175],"similarity":[177],"pairs":[179],"objects":[181],"conditions,":[185],"provides":[191,228],"very":[193],"accurate":[194],"account":[195],"subjects'":[197],"ratings.":[198],"Conceptually,":[199],"research":[201],"significantly":[202],"contributes":[203],"our":[205],"understanding":[206],"invariance,":[209],"important":[211,230],"type":[212],"perceptual":[214],"constancy,":[215],"by":[216,241],"demonstrating":[217],"how":[218,243],"can":[221,248],"be":[222,249],"acquired":[223],"used.":[225],"Methodologically,":[226],"contribution":[231],"cognitive":[233],"modeling,":[234],"particularly":[235],"emerging":[237],"language-of-thought":[239],"approach,":[240],"showing":[242],"symbolic":[244],"statistical":[246],"approaches":[247],"combined":[250],"order":[252],"understand":[254],"aspects":[255],"perception.":[258]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2}],"updated_date":"2026-07-17T09:13:05.818461","created_date":"2025-10-10T00:00:00"}