%A K.E. Martin
%A J.A. Marshall
%J Advances in Neural Information Processing Systems 5
%T Unsmearing visual motion: Development of long-range horizontal intrinsic connections
%X Human vision systems integrate information nonlocally, across long spatial ranges. For example, a moving stimulus appears smeared when viewed briefly (30 ms), yet sharp when viewed for a longer exposure (100 ms) (Burr, 1980). This suggests that visual systems combine information along a trajectory that matches the motion of the stimulus. Our self-organizing neural network model shows how developmental exposure to moving stimuli can direct the formation of horizontal trajectory-specific motion integration pathways that unsmear representations of moving stimuli. These results account for Burr's data and can potentially also model other phenomena, such as visual inertia.
%P 117-121
%E S. J. Hanson
%E J. D. Cown
%E G. L. Giles
%D 1993
%I San Mateo: CA: Morgan Kaufman
%L cogprints441

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