Neuronal inference must be local, selective, and coordinated

William A. Phillips

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Neuronal inference must be local, selective, and coordinated

机译：神经元推理必须是局部的，选择性的和协调的

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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.

机译：通过局部神经回路中的选择性协同作用来保留和延长生命。狭窄的接收场选择性对于避免维数的诅咒是必要的，但是可以通过使用广泛协调的上下文增益控制交互作用来指导学习和处理，从而使局部活动变得连贯且相关。因此，更好地了解这些交互的功能和机制对于Clark研究的问题至关重要。

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《Behavioral and Brain Sciences》 |2013年第3期|222-223|共2页
作者
William A. Phillips;
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Psychology Department, University of Stirling, FK9 4LA Stirling, Scotland,United Kingdom, and Frankfurt Institute of Advanced Studies, 60438 Frankfurt am Main, Germany;

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Neuronal inference must be local, selective, and coordinated

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