Context dependency as a Function of Prediction Error-Based Attention

Juan M.Rosas; James ByronNelson

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Context dependency as a Function of Prediction Error-Based Attention

机译：上下文依赖的函数的预测偏差的关注

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摘要

Context dependence of information has been shown to be based, at least in part, on the attention contexts received at the time of training. Recent research suggests that attention to irrelevant contexts may be a byproduct of the activation of a general exploratory attentional mechanism prompted by high prediction errors associated with situations of uncertainty. Alternatively, low prediction errors may engage an attentional mechanism of exploitation in situations in which contexts play a relevant role. A selective review discusses the potential of this approach to explain context switch effects from an attentional perspective.

机译：上下文依赖的信息已被证明基础,至少部分的注意环境收到培训的时候。研究表明,关注无关紧要上下文可能激活的副产品一般的探索性注意力机制由于高预测相关的错误情况下的不确定性。较低的预测错误可能吸引注意力机制的剥削的情况下上下文发挥相关作用。讨论了这种方法的潜力从一个解释上下文切换效果注意力的视角。

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来源
《Hormone molecular biology and clinical investigation.》 |2019年第2期|34-45|共12页
作者
Juan M.Rosas; James ByronNelson;
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作者单位

University of the Basque Country (UPV/EHU);

University of Jaén, Spain;

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原文格式 PDF
正文语种英语
中图分类
关键词
DEPENDENCE; Byproducts; context switchingError of prediction;

机译：switchingError的依赖,副产品;上下文预测;

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Context dependency as a Function of Prediction Error-Based Attention

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