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Emotion and Anticipation in an Enactive Framework for Cognition (Response to Andy Clark)

机译:积极的认知框架中的情感与期待(回应安迪·克拉克)

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摘要

Undeniably, anticipation plays a crucial role in cognition. By what means, to what extent, and what it achieves remain open questions. In a recent BBS target article, Andy Clark depicts an integrative model of the brain that builds on hierarchical Bayesian models of neural processing (Rao and Ballard, 1999; Friston, 2005; Brown et al., 2011), and their most recent formulation using the free-energy principle borrowed from thermodynamics (Feldman and Friston, 2010; Friston, 2010; Friston et al., 2010). Hierarchical generative models of cognition, such as those described by Clark, presuppose the manipulation of representations and internal models of the world, in as much detail as is perceptually available. Perhaps surprisingly, Clark acknowledges the existence of a “virtual version of the sensory data” (p. 4), but with no reference to some of the historical debates that shaped cognitive science, related to the storage, manipulation, and retrieval of representations in a cognitive system (Shanahan, 1997), or accounting for the emergence of intentionality within such a system (Searle, 1980; Preston and Bishop, 2002). Instead of demonstrating how this Bayesian framework responds to these foundational questions, Clark describes the structure and the functional properties of an action-oriented, multi-level system that is meant to combine perception, learning, and experience (Niedenthal, 2007).
机译:不可否认,预期在认知中起着至关重要的作用。通过何种方式,在何种程度上以及如何实现仍是悬而未决的问题。在最近的BBS目标文章中,安迪·克拉克(Andy Clark)描述了一个基于神经处理的分层贝叶斯模型的大脑整合模型(Rao和Ballard,1999; Friston,2005; Brown等,2011),以及它们的最新公式自由能原理是从热力学中借用的(Feldman和Friston,2010; Friston,2010; Friston等,2010)。认知的分层生成模型(例如Clark所描述的模型)以可感知的尽可能多的细节为前提,来操纵世界的表示和内部模型。也许令人惊讶的是,克拉克承认存在“虚拟形式的感官数据”(第4页),但并未提及一些影响认知科学的历史性辩论,这些辩论涉及认知的存储,操纵和检索。一个认知系统(Shanahan,1997年),或解释这种系统中意图性的出现(Searle,1980年; Preston和Bishop,2002年)。 Clark并没有说明贝叶斯框架如何回应这些基本问题,而是描述了一个旨在将感知,学习和经验相结合的面向行动的多层次系统的结构和功能特性(Niedenthal,2007年)。

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