Generalization over contrast and mirror reversal, but not figure-ground reversal, in an "edge-based


Autoria(s): Riesenhuber, Maximilian
Data(s)

20/10/2004

20/10/2004

10/12/2001

Resumo

Baylis & Driver (Nature Neuroscience, 2001) have recently presented data on the response of neurons in macaque inferotemporal cortex (IT) to various stimulus transformations. They report that neurons can generalize over contrast and mirror reversal, but not over figure-ground reversal. This finding is taken to demonstrate that ``the selectivity of IT neurons is not determined simply by the distinctive contours in a display, contrary to simple edge-based models of shape recognition'', citing our recently presented model of object recognition in cortex (Riesenhuber & Poggio, Nature Neuroscience, 1999). In this memo, I show that the main effects of the experiment can be obtained by performing the appropriate simulations in our simple feedforward model. This suggests for IT cell tuning that the possible contributions of explicit edge assignment processes postulated in (Baylis & Driver, 2001) might be smaller than expected.

Formato

3 p.

798352 bytes

91696 bytes

application/postscript

application/pdf

Identificador

AIM-2001-034

CBCL-211

http://hdl.handle.net/1721.1/7265

Idioma(s)

en_US

Relação

AIM-2001-034

CBCL-211

Palavras-Chave #AI #AI #computational neuroscience #object recognition #macaque #IT #invariance