The unfolding action model of initiation times, movement times, and movement paths

Psychological Review
Cristian Buc CalderonTom Verguts

Abstract

Converging evidence has led to a consensus in favor of computational models of behavior implementing continuous information flow and parallel processing between cognitive processing stages. Yet, such models still typically implement a discrete step between the last cognitive stage and motor implementation. This discrete step is implemented as a fixed decision bound that activation in the last cognitive stage needs to cross before action can be initiated. Such an implementation is questionable as it cannot account for two important features of behavior. First, it does not allow to select an action while withholding it until the moment is appropriate for executing it. Second, it cannot account for recent evidence that cognition is not confined prior to movement initiation, but consistently leaks into movement. To address these two features, we propose a novel neurocomputational model of cognition-action interactions, namely the unfolding action model (UAM). Crucially, the model implements adaptive information flow between the last cognitive processing stage and motor implementation. We show that the UAM addresses the two abovementioned features. Empirically, the UAM accounts for traditional response time data, including positivel...Continue Reading

Citations

Mar 27, 2019·Journal of Cognitive Neuroscience·Svetlana PinetF-Xavier Alario
Feb 29, 2020·Scientific Reports·Martijn E WokkeAxel Cleeremans

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