How Radical Is Predictive Processing?

In Matteo Colombo, Elizabeth Irvine & Mog Stapleton, Andy Clark and his Critics. New York, NY: Oxford University Press. pp. 206-221 (2019)
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Abstract

This chapter discusses Andy Clark’s recent explorations of Bayesian perceptual models and predictive processing. In the first part, the chapter discusses the predictive processing (PP) framework, explicating its relationship with hierarchical Bayesian models in theories of perception. In the second part, it examines the relationship between perception and action in the PP model. The overarching goal is twofold: first, to get clearer on the picture of mental activity that Clark is presenting, including what exactly is represented at the levels of the perception/action hierarchy, and the nature of the information processing it postulates; second, although the framework presented by Clark certainly has interesting novel features, some of his glosses on it are misleading. In particular, Clark’s interpretation of predictive processing as essentially a top-down, expectation-driven process, on which perception is aptly thought of as “controlled hallucination,” exaggerates the contrast with the traditional picture of perception as bottom-up and stimulus-driven. Additionally, despite the rhetoric, Clark’s PP model substantially preserves the traditional distinction between perception and action.

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Author Profiles

Geoffrey Lee
University of California, Berkeley
Nico Orlandi
University of California, Santa Cruz

References found in this work

The Predictive Mind.Jakob Hohwy - 2013 - Oxford, GB: Oxford University Press UK.
The free-energy principle: a rough guide to the brain?Karl Friston - 2009 - Trends in Cognitive Sciences 13 (7):293-301.

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