{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T23:35:56Z","timestamp":1725579356570},"reference-count":46,"publisher":"Wiley","issue":"4","license":[{"start":{"date-parts":[[2009,3,31]],"date-time":"2009-03-31T00:00:00Z","timestamp":1238457600000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Cognitive Science"],"published-print":{"date-parts":[[2009,6]]},"abstract":"Abstract<\/jats:title>A substantial body of experimental evidence has demonstrated that labels have an impact on infant categorization processes. Yet little is known regarding the nature of the mechanisms by which this effect is achieved. We distinguish between two competing accounts: supervised name\u2010based categorization and unsupervised feature\u2010based categorization. We describe a neurocomputational model of infant visual categorization, based on self\u2010organizing maps, that implements the unsupervised feature\u2010based approach. The model successfully reproduces experiments demonstrating the impact of labeling on infant visual categorization reported inPlunkett, Hu, and Cohen (2008)<\/jats:ext-link>. It mimics infant behavior in both the familiarization and testing phases of the procedure, using a training regime that involves only single presentations of each stimulus and using just 24 participant networks per experiment. The model predicts that the observed behavior in infants is due to a transient form of learning that might lead to the emergence of hierarchically organized categorical structure and that the impact of labels on categorization is influenced by the perceived similarity and the sequence in which the objects are presented. The results suggest that early in development, say before 12\u2003months old, labels need not act as invitations to form categories nor highlight the commonalities between objects, but they may play a more mundane but nevertheless powerful role as additional features that are processed in the same fashion as other features that characterize objects and object categories.<\/jats:p>","DOI":"10.1111\/j.1551-6709.2009.01026.x","type":"journal-article","created":{"date-parts":[[2010,2,12]],"date-time":"2010-02-12T11:17:54Z","timestamp":1265973474000},"page":"709-738","update-policy":"http:\/\/dx.doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":37,"title":["Labels as Features (Not Names) for Infant Categorization: A Neurocomputational Approach"],"prefix":"10.1111","volume":"33","author":[{"given":"Valentina","family":"Gliozzi","sequence":"first","affiliation":[]},{"given":"Julien","family":"Mayor","sequence":"additional","affiliation":[]},{"given":"Jon\u2010Fan","family":"Hu","sequence":"additional","affiliation":[]},{"given":"Kim","family":"Plunkett","sequence":"additional","affiliation":[]}],"member":"311","published-online":{"date-parts":[[2009,4,24]]},"reference":[{"key":"e_1_2_7_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.tics.2008.06.005"},{"key":"e_1_2_7_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-505850-6.50009-8"},{"key":"e_1_2_7_4_1","first-page":"277","volume-title":"The development of sensory, motor, and cognitive capacities in early infancy","author":"Cohen L.","year":"1998"},{"key":"e_1_2_7_5_1","doi-asserted-by":"publisher","DOI":"10.3758\/BF03203962"},{"key":"e_1_2_7_6_1","doi-asserted-by":"publisher","DOI":"10.1038\/337129a0"},{"key":"e_1_2_7_7_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.146.3644.668"},{"key":"e_1_2_7_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/S1364-6613(99)01294-2"},{"key":"e_1_2_7_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cognition.2006.09.005"},{"key":"e_1_2_7_10_1","doi-asserted-by":"publisher","DOI":"10.1017\/S030500090001271X"},{"key":"e_1_2_7_11_1","doi-asserted-by":"publisher","DOI":"10.1207\/s15327078in0502_4"},{"key":"e_1_2_7_12_1","unstructured":"Hu J. F.(2008).The impact of labelling on categorisation processes in infancy. PhD thesis Department of Experimental Psychology Oxford University."},{"key":"e_1_2_7_13_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF00337288"},{"key":"e_1_2_7_14_1","volume-title":"Self\u2010organization and associative memory","author":"Kohonen T.","year":"1984"},{"key":"e_1_2_7_15_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(09)80001-4"},{"key":"e_1_2_7_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neulet.2006.10.069"},{"key":"e_1_2_7_17_1","doi-asserted-by":"publisher","DOI":"10.1080\/15326900701399905"},{"key":"e_1_2_7_18_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9280.2007.02028.x"},{"key":"e_1_2_7_19_1","doi-asserted-by":"publisher","DOI":"10.1207\/S15327078IN0101_06"},{"key":"e_1_2_7_20_1","doi-asserted-by":"publisher","DOI":"10.1207\/s15516709cog1401_4"},{"key":"e_1_2_7_21_1","first-page":"697","volume-title":"Proceedings of the 30th annual conference of the Cognitive Science Society","author":"Mayor J.","year":"2008"},{"key":"e_1_2_7_22_1","first-page":"109","volume-title":"The psychology of learning and motivation","author":"McCloskey M.","year":"1989"},{"key":"e_1_2_7_23_1","volume-title":"Computational maps in the visual cortex","author":"Miikkulainen R.","year":"2005"},{"key":"e_1_2_7_24_1","doi-asserted-by":"publisher","DOI":"10.1142\/9789812701886_0009"},{"key":"e_1_2_7_25_1","doi-asserted-by":"publisher","DOI":"10.1111\/1467-7687.00263"},{"key":"e_1_2_7_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/0010-0277(91)90022-V"},{"key":"e_1_2_7_27_1","doi-asserted-by":"publisher","DOI":"10.1080\/09540099208946620"},{"key":"e_1_2_7_28_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cognition.2007.04.003"},{"key":"e_1_2_7_29_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8624.2006.00869.x"},{"key":"e_1_2_7_30_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8624.2004.00747.x"},{"key":"e_1_2_7_31_1","doi-asserted-by":"publisher","DOI":"10.1207\/S15327078IN0104_9"},{"key":"e_1_2_7_32_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.274.5294.1926"},{"key":"e_1_2_7_33_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8624.2005.00831.x"},{"key":"e_1_2_7_34_1","doi-asserted-by":"publisher","DOI":"10.1111\/1467-7687.00079"},{"key":"e_1_2_7_35_1","doi-asserted-by":"publisher","DOI":"10.1080\/03640210701863495"},{"key":"e_1_2_7_36_1","doi-asserted-by":"publisher","DOI":"10.1099\/00221287-17-1-201"},{"key":"e_1_2_7_37_1","doi-asserted-by":"publisher","DOI":"10.1111\/1467-9280.00127"},{"key":"e_1_2_7_38_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0010-0277(99)00017-7"},{"key":"e_1_2_7_39_1","doi-asserted-by":"crossref","first-page":"213","DOI":"10.1093\/oso\/9780195142938.003.0009","volume-title":"Early category and concept development: Making sense of the blooming, buzzing confusion","author":"Waxman S.","year":"2003"},{"key":"e_1_2_7_40_1","first-page":"128","volume-title":"Developmental Science","author":"Waxman S.","year":"2003"},{"key":"e_1_2_7_41_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cognition.2004.09.003"},{"key":"e_1_2_7_42_1","doi-asserted-by":"publisher","DOI":"10.1006\/cogp.1995.1016"},{"key":"e_1_2_7_43_1","doi-asserted-by":"publisher","DOI":"10.1207\/s15327078in0502_2"},{"key":"e_1_2_7_44_1","doi-asserted-by":"publisher","DOI":"10.2307\/1127994"},{"key":"e_1_2_7_45_1","doi-asserted-by":"publisher","DOI":"10.1037\/0278-7393.26.3.776"},{"key":"e_1_2_7_46_1","doi-asserted-by":"publisher","DOI":"10.2307\/1130476"},{"key":"e_1_2_7_47_1","doi-asserted-by":"publisher","DOI":"10.2307\/1130356"}],"container-title":["Cognitive Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.wiley.com\/onlinelibrary\/tdm\/v1\/articles\/10.1111%2Fj.1551-6709.2009.01026.x","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1111\/j.1551-6709.2009.01026.x","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,23]],"date-time":"2024-03-23T23:51:30Z","timestamp":1711237890000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1111\/j.1551-6709.2009.01026.x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009,4,24]]},"references-count":46,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2009,6]]}},"alternative-id":["10.1111\/j.1551-6709.2009.01026.x"],"URL":"https:\/\/doi.org\/10.1111\/j.1551-6709.2009.01026.x","archive":["Portico"],"relation":{},"ISSN":["0364-0213","1551-6709"],"issn-type":[{"value":"0364-0213","type":"print"},{"value":"1551-6709","type":"electronic"}],"subject":[],"published":{"date-parts":[[2009,4,24]]},"assertion":[{"value":"2009-04-24","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}