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 neural binding and segmentation


Dual Mechanisms for Neural Binding and Segmentation

Neural Information Processing Systems

We propose that the binding and segmentation of visual features is mediated by two complementary mechanisms; a low resolu(cid:173) tion, spatial-based, resource-free process and a high resolution, temporal-based, resource-limited process. In the visual cortex, the former depends upon the orderly topographic organization in stri(cid:173) ate and extrastriate areas while the latter may be related to ob(cid:173) served temporal relationships between neuronal activities . Com(cid:173) puter simulations illustrate the role the two mechanisms play in figure/ ground discrimination, depth-from-occlusion, and the vivid(cid:173) ness of perceptual completion. The "binding problem" is a classic problem in computational neuroscience which considers how neuronal activities are grouped to create mental representations. For the case of visual processing, the binding of neuronal activities requires a mecha(cid:173) nism for selectively grouping fragmented visual features in order to construct the coherent representations (i.e.