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A Note on Object Class Representation and Categorical Perception

dc.date.accessioned2004-10-20T20:48:39Z
dc.date.accessioned2018-11-24T10:23:10Z
dc.date.available2004-10-20T20:48:39Z
dc.date.available2018-11-24T10:23:10Z
dc.date.issued1999-12-17en_US
dc.identifier.urihttp://hdl.handle.net/1721.1/7170
dc.identifier.urihttp://repository.aust.edu.ng/xmlui/handle/1721.1/7170
dc.description.abstractWe present a novel scheme ("Categorical Basis Functions", CBF) for object class representation in the brain and contrast it to the "Chorus of Prototypes" scheme recently proposed by Edelman. The power and flexibility of CBF is demonstrated in two examples. CBF is then applied to investigate the phenomenon of Categorical Perception, in particular the finding by Bulthoff et al. (1998) of categorization of faces by gender without corresponding Categorical Perception. Here, CBF makes predictions that can be tested in a psychophysical experiment. Finally, experiments are suggested to further test CBF.en_US
dc.format.extent9 p.en_US
dc.format.extent660741 bytes
dc.format.extent355477 bytes
dc.language.isoen_US
dc.subjectAIen_US
dc.subjectMITen_US
dc.subjectArtificial Intelligenceen_US
dc.subjectCategorizationen_US
dc.subjectobject representationen_US
dc.subjectcomputational modelingen_US
dc.subjectcomputational neuroscienceen_US
dc.subjectsclassificationen_US
dc.subjectcategorical perceptionen_US
dc.titleA Note on Object Class Representation and Categorical Perceptionen_US


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