{"id":"https://openalex.org/W1974586764","doi":"https://doi.org/10.1080/09540090110052996","title":"Syntactic systematicity arising from semantic predictions in a Hebbian-competitive network","display_name":"Syntactic systematicity arising from semantic predictions in a Hebbian-competitive network","publication_year":2001,"publication_date":"2001-03-01","ids":{"openalex":"https://openalex.org/W1974586764","doi":"https://doi.org/10.1080/09540090110052996","mag":"1974586764"},"language":"en","primary_location":{"id":"doi:10.1080/09540090110052996","is_oa":true,"landing_page_url":"https://doi.org/10.1080/09540090110052996","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/09540090110052996?download=true","source":{"id":"https://openalex.org/S4210188800","display_name":"Connection Science","issn_l":"0954-0091","issn":["0954-0091","1360-0494"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Connection Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/09540090110052996?download=true","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077737602","display_name":"Robert F. Hadley","orcid":null},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Robert F Hadley","raw_affiliation_strings":["School of Com puting Science , Sim on Fraser University , B urnaby , B .C. , V 5A 1S6 Canada"],"affiliations":[{"raw_affiliation_string":"School of Com puting Science , Sim on Fraser University , B urnaby , B .C. , V 5A 1S6 Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007819353","display_name":"\u00c1d\u00e1m Rotaru-Varga","orcid":null},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Adam Rotaru-Varga","raw_affiliation_strings":["School of Com puting Science , Sim on Fraser University , B urnaby , B .C. , V 5A 1S6 Canada"],"affiliations":[{"raw_affiliation_string":"School of Com puting Science , Sim on Fraser University , B urnaby , B .C. , V 5A 1S6 Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083914227","display_name":"Dirk V. Arnold","orcid":"https://orcid.org/0000-0001-5367-6862"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Dirk V Arnold","raw_affiliation_strings":["School of Com puting Science , Sim on Fraser University , B urnaby , B .C. , V 5A 1S6 Canada"],"affiliations":[{"raw_affiliation_string":"School of Com puting Science , Sim on Fraser University , B urnaby , B .C. , V 5A 1S6 Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065496817","display_name":"Vlad C. Cardei","orcid":null},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Vlad C Cardei","raw_affiliation_strings":["School of Com puting Science , Sim on Fraser University , B urnaby , B .C. , V 5A 1S6 Canada"],"affiliations":[{"raw_affiliation_string":"School of Com puting Science , Sim on Fraser University , B urnaby , B .C. , V 5A 1S6 Canada","institution_ids":["https://openalex.org/I18014758"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5077737602"],"corresponding_institution_ids":["https://openalex.org/I18014758"],"apc_list":{"value":1270,"currency":"USD","value_usd":1270},"apc_paid":null,"fwci":4.218,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":{"value":0.93811007,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"13","issue":"1","first_page":"73","last_page":"94"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T12090","display_name":"Language and cultural evolution","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/3316","display_name":"Cultural Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hebbian-theory","display_name":"Hebbian theory","score":0.8339656591415405},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8169272541999817},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6494609117507935},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6185315847396851},{"id":"https://openalex.org/keywords/connectionism","display_name":"Connectionism","score":0.5733413100242615},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.47415632009506226},{"id":"https://openalex.org/keywords/competitive-learning","display_name":"Competitive learning","score":0.4547932744026184},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.44475600123405457},{"id":"https://openalex.org/keywords/leabra","display_name":"Leabra","score":0.41501739621162415},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3578210473060608},{"id":"https://openalex.org/keywords/generalization-error","display_name":"Generalization error","score":0.08251485228538513},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.0723956823348999}],"concepts":[{"id":"https://openalex.org/C111437709","wikidata":"https://www.wikidata.org/wiki/Q1277874","display_name":"Hebbian theory","level":3,"score":0.8339656591415405},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8169272541999817},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6494609117507935},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6185315847396851},{"id":"https://openalex.org/C8521452","wikidata":"https://www.wikidata.org/wiki/Q203790","display_name":"Connectionism","level":3,"score":0.5733413100242615},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.47415632009506226},{"id":"https://openalex.org/C120822770","wikidata":"https://www.wikidata.org/wiki/Q5156355","display_name":"Competitive learning","level":3,"score":0.4547932744026184},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.44475600123405457},{"id":"https://openalex.org/C97108695","wikidata":"https://www.wikidata.org/wiki/Q6508265","display_name":"Leabra","level":5,"score":0.41501739621162415},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3578210473060608},{"id":"https://openalex.org/C117765406","wikidata":"https://www.wikidata.org/wiki/Q5362437","display_name":"Generalization error","level":3,"score":0.08251485228538513},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0723956823348999},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C17061570","wikidata":"https://www.wikidata.org/wiki/Q7960888","display_name":"Wake-sleep algorithm","level":4,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/09540090110052996","is_oa":true,"landing_page_url":"https://doi.org/10.1080/09540090110052996","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/09540090110052996?download=true","source":{"id":"https://openalex.org/S4210188800","display_name":"Connection Science","issn_l":"0954-0091","issn":["0954-0091","1360-0494"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Connection Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1080/09540090110052996","is_oa":true,"landing_page_url":"https://doi.org/10.1080/09540090110052996","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/09540090110052996?download=true","source":{"id":"https://openalex.org/S4210188800","display_name":"Connection Science","issn_l":"0954-0091","issn":["0954-0091","1360-0494"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Connection Science","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.800000011920929,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1974586764.pdf","grobid_xml":"https://content.openalex.org/works/W1974586764.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1485243506","https://openalex.org/W1562806204","https://openalex.org/W1569968564","https://openalex.org/W1602318843","https://openalex.org/W1966678693","https://openalex.org/W1981253069","https://openalex.org/W1990911018","https://openalex.org/W2011489411","https://openalex.org/W2014754708","https://openalex.org/W2045762538","https://openalex.org/W2052770333","https://openalex.org/W2082505400","https://openalex.org/W2092239795","https://openalex.org/W2110485445","https://openalex.org/W2136985700","https://openalex.org/W2151834591","https://openalex.org/W2887242076","https://openalex.org/W4232428815","https://openalex.org/W4232516125","https://openalex.org/W4235344441","https://openalex.org/W4244922161","https://openalex.org/W4285719527","https://openalex.org/W4403932215"],"related_works":["https://openalex.org/W2159992686","https://openalex.org/W2590565095","https://openalex.org/W49175182","https://openalex.org/W2899454144","https://openalex.org/W4210762357","https://openalex.org/W4242980369","https://openalex.org/W2896927215","https://openalex.org/W2141247461","https://openalex.org/W162658326","https://openalex.org/W2727614733"],"abstract_inverted_index":{"A":[0],"bstract.A":[1],"Hebbian-inspired,":[2],"competitive":[3,81],"network":[4,26,69],"is":[5,58,71,101],"presented":[6],"which":[7],"learns":[8,27],"to":[9,28,75,94],"predict":[10,29],"the":[11,25,30,46],"typical":[12],"semantic":[13,48],"features":[14],"of":[15,32,45,53,66,80,91],"denoting":[16],"terms":[17],"in":[18],"simple":[19],"and":[20,39,83,99],"moderately":[21],"complex":[22],"sentences.In":[23],"addition,":[24],"appearance":[31],"syntactically":[33],"key":[34],"words,":[35],"such":[36],"as":[37,42],"prepositions":[38],"relative":[40],"pronouns.Importantly,":[41],"a":[43,50,62],"by-product":[44],"network's":[47],"training,":[49],"strong":[51],"form":[52],"syntactic":[54],"systematicity":[55,57],"emerges.This":[56],"exhibited":[59],"even":[60],"at":[61],"novel,":[63],"deeper":[64],"level":[65],"clausal":[67],"embedding.All":[68],"training":[70],"unsupervised":[72],"with":[73],"respect":[74],"error":[76],"feedback.A":[77],"novel":[78],"variant":[79],"learning":[82],"an":[84],"unusual":[85],"hierarchical":[86],"architecture":[87],"are":[88],"presented.The":[89],"relationship":[90],"this":[92],"work":[93],"issues":[95],"raised":[96],"by":[97],"Marcus":[98],"Phillips":[100],"explored.K":[102],"eywords:":[103],"systematicity,":[104]},"counts_by_year":[{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
