%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