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首页> 外文期刊>Frontiers in Psychology >When Can Predictive Brains be Truly Bayesian?
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When Can Predictive Brains be Truly Bayesian?

机译:预测性大脑何时才能真正成为贝叶斯?

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摘要

It seems by now common wisdom that a brain organized according to the principles of hierarchical predictive coding is a brain that is capable of efficiently performing full-blown Bayesian inferences. The idea is not only common, but also of great significance, as it suggests that the hierarchical predictive coding framework may provide a neurally plausible and computationally feasible bridge between theories of neural functioning (Friston, 2005) and theories of cognitive functioning (Chater and Manning, 2006; Baker et al., 2009).
机译:到目前为止,似乎已经有一种常识,即根据分层预测编码原理组织的大脑是能够有效执行成熟贝叶斯推理的大脑。这个想法不仅普遍,而且意义重大,因为它表明层次预测编码框架可以在神经功能理论(弗里斯顿,2005年)和认知功能理论(查特和曼宁)之间提供一个在神经学上可行的和计算上可行的桥梁。 ,2006; Baker等,2009)。

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