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Neural basis of object-centered representations

Published: 01 December 1997 Publication History

Abstract

We present a neural model that can perform eye movements to a particular side of an object regardless of the position and orientation of the object in space, a generalization of a task which has been recently used by Olson and Gettner [4] to investigate the neural structure of object-centered representations. Our model uses an intermediate representation in which units have oculocentric receptive fields-just like collicular neurons-whose gain is modulated by the side of the object to which the movement is directed, as well as the orientation of the object. We show that these gain modulations are consistent with Olson and Gettner's single cell recordings in the supplementary eye field. This demonstrates that it is possible to perform an object-centered task without a representation involving an object-centered map, viz., without neurons whose receptive fields are defined in object-centered coordinates. We also show that the same approach can account for object-centered neglect, a situation in which patients with a right parietal lesion neglect the left side of objects regardless of the orientation of the objects.

References

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J. Driver, G. Baylis, S. Goodrich, and R. Rafal. Axis-based neglect of visual shapes. Neuropsychologia, 32(11):1353-1365, 1994.
[2]
M. Farah, J. Brunn, A. Wong, M. Wallace, and P. Carpenter. Frames of reference for allocating attention to space: evidence from the neglect syndrome. Neuropsychologia, 28(4):335-47, 1990.
[3]
G. Hinton. Mapping part-whole hierarchies into connectionist networks. Artificial Intelligence, 46(1):47-76, 1990.
[4]
C. Olson and S. Gettner. Object-centered direction selectivity in the macaque supplementary eye. Science, 269:985-988, 1995.
[5]
A. Pouget and T. Sejnowski. Spatial transformations in the parietal cortex using basis functions. Journal of Cognitive Neuroscience, 9(2):222-237, 1997.
[6]
H. Zhou, H. Friedman, and R. von der Heydt. Edge selective cells code for figure-ground in area V2 of monkey visual cortex. In Society For Neuroscience Abstracts, volume 22, page 160.1, 1996.

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cover image Guide Proceedings
NIPS'97: Proceedings of the 10th International Conference on Neural Information Processing Systems
December 1997
1077 pages

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MIT Press

Cambridge, MA, United States

Publication History

Published: 01 December 1997

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