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Theory for the alignment of cortical feature maps during development
Author(s) -
Paul C. Bressloff,
Andrew M. Oster
Publication year - 2010
Publication title -
physical review e
Language(s) - English
Resource type - Journals
eISSN - 1550-2376
pISSN - 1539-3755
DOI - 10.1103/physreve.82.021920
Subject(s) - hebbian theory , feed forward , ocular dominance column , ocular dominance , modulation (music) , neuroscience , feature (linguistics) , computer science , dominance (genetics) , physics , visual cortex , psychology , biology , artificial intelligence , acoustics , linguistics , philosophy , control engineering , artificial neural network , engineering , biochemistry , gene
We present a developmental model of ocular dominance column formation that takes into account the existence of an array of intrinsically specified cytochrome oxidase blobs. We assume that there is some molecular substrate for the blobs early in development, which generates a spatially periodic modulation of experience-dependent plasticity. We determine the effects of such a modulation on a competitive Hebbian mechanism for the modification of the feedforward afferents from the left and right eyes. We show how alternating left and right eye dominated columns can develop, in which the blobs are aligned with the centers of the ocular dominance columns and receive a greater density of feedforward connections, thus becoming defined extrinsically. More generally, our results suggest that the presence of periodically distributed anatomical markers early in development could provide a mechanism for the alignment of cortical feature maps. © 2010 The American Physical Society

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