Spatial Representations in the Parietal Cortex May Use Basis Functions

The parietal cortex is thought to represent the egocentric positions of objects in particular coordinate systems. We propose an alternative approach to spatial perception of objects in the parietal cortex from the perspective of sensorimotor transformations. The responses of single parietal neurons can be modeled as a gaussian function of retinal position multiplied by a sigmoid function of eye position, which form a set of basis functions. We show here how these basis functions can be used to generate receptive fields in either retinotopic or head-centered coordinates by simple linear transformations. This raises the possibility that the parietal cortex does not attempt to compute the positions of objects in a particular frame of reference but instead computes a general purpose representation of the retinal location and eye position from which any transformation can be synthesized by direct projection. This representation predicts that hemineglect, a neurological syndrome produced by parietal lesions, should not be confined to egocentric coordinates, but should be observed in multiple frames of reference in single patients, a prediction supported by several experiments.

[1]  A P Georgopoulos,et al.  On the relations between the direction of two-dimensional arm movements and cell discharge in primate motor cortex , 1982, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[2]  Richard A. Andersen,et al.  A back-propagation programmed network that simulates response properties of a subset of posterior parietal neurons , 1988, Nature.

[3]  R. Andersen,et al.  The role of the posterior parietal cortex in coordinate transformations for visual-motor integration. , 1988, Canadian journal of physiology and pharmacology.

[4]  R. M. Siegel,et al.  Corticocortical connections of anatomically and physiologically defined subdivisions within the inferior parietal lobule , 1990, The Journal of comparative neurology.

[5]  Morris Moscovitch,et al.  Object-Centered Neglect in Patients with Unilateral Neglect: Effects of Left-Right Coordinates of Objects , 1994, Journal of Cognitive Neuroscience.

[6]  T. Poggio A theory of how the brain might work. , 1990, Cold Spring Harbor symposia on quantitative biology.

[7]  Richard A. Andersen,et al.  Algorithm programmed by a neural network model for coordinate transformation , 1990, 1990 IJCNN International Joint Conference on Neural Networks.

[8]  J F Soechting,et al.  Moving in three-dimensional space: frames of reference, vectors, and coordinate systems. , 1992, Annual review of neuroscience.

[9]  David S. Touretzky,et al.  Neural Representation of Space Using Sinusoidal Arrays , 1993, Neural Computation.

[10]  C. Gross,et al.  Coding of visual space by premotor neurons. , 1994, Science.

[11]  R. M. Siegel,et al.  Encoding of spatial location by posterior parietal neurons. , 1985, Science.