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Neuronal inference must be local, selective, and coordinated
1Psychology Department, University of Stirling, FK9 4LA Stirling, Scotland, United Kingdom. wap1@stir.ac.uk
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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