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Neuronal inference must be local, selective, and coordinated

  • William A. Phillips (a1)

Abstract

Life is preserved and enhanced by coordinated selectivity in local neural circuits. Narrow receptive-field selectivity is necessary to avoid the curse-of-dimensionality, but local activities can be made coherent and relevant by guiding learning and processing using broad coordinating contextual gain-controlling interactions. Better understanding of the functions and mechanisms of those interactions is therefore crucial to the issues Clark examines.

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von der Malsburg, C., Phillips, W. A. & Singer, W., eds. (2010) Strungmann Forum Report, Vol. 5. Dynamic coordination in the brain: From neurons to mind. MIT Press.

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