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The normalization model of attention.

机译:注意的归一化模型。

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摘要

Attention has been found to have a wide variety of effects on the responses of neurons in visual cortex. We describe a model of attention that exhibits each of these different forms of attentional modulation, depending on the stimulus conditions and the spread (or selectivity) of the attention field in the model. The model helps reconcile proposals that have been taken to represent alternative theories of attention. We argue that the variety and complexity of the results reported in the literature emerge from the variety of empirical protocols that were used, such that the results observed in any one experiment depended on the stimulus conditions and the subject's attentional strategy, a notion that we define precisely in terms of the attention field in the model, but that has not typically been completely under experimental control.
机译:已发现注意力对视觉皮层中神经元的反应具有多种影响。我们描述了一个注意力模型,该模型展示了注意力调制的这些不同形式,具体取决于刺激条件和模型中注意力场的扩散(或选择性)。该模型有助于调和已采取的代表替代注意力理论的提议。我们认为,文献中报道的结果的多样性和复杂性来自所使用的各种实验方案,因此在任何一个实验中观察到的结果都取决于刺激条件和受试者的注意策略,这是我们定义的概念确切地说,是针对模型中的关注领域而言的,但通常并没有完全处于实验控制之下。

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