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Mind, Body, World- Foundations of Cognitive Science, 2013a

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interaction with the world are not available to consciousness and are therefore difficult<br />

to study phenomenologically.<br />

Embodied cognitive science’s interest in phenomenology is an example <strong>of</strong> a<br />

reaction against the formal, disembodied view <strong>of</strong> the mind that classical cognitive<br />

science has inherited from Descartes (Devlin, 1996). Does this imply, then, that<br />

embodied cognitive scientists do not engage in the formal analyses that characterize<br />

the computational level <strong>of</strong> analysis? No. Following the tradition established by<br />

cybernetics (Ashby, 1956; Wiener, 1948), which made extensive use <strong>of</strong> mathematics<br />

to describe feedback relations between physical systems and their environments,<br />

embodied cognitive scientists too are engaged in computational investigations.<br />

Again, though, these investigations deviate from those conducted within classical<br />

cognitive science. Classical cognitive science used formal methods to develop<br />

pro<strong>of</strong>s about what information processing problem was being solved by a system<br />

(Marr, 1982), with the notion <strong>of</strong> “information processing problem” placed in the<br />

context <strong>of</strong> rule-governed symbol manipulation. Embodied cognitive science operates<br />

in a very different context, because it has a different notion <strong>of</strong> information processing.<br />

In this new context, cognition is not modelling or planning, but is instead<br />

coordinating action (Clark, 1997).<br />

When cognition is placed in the context <strong>of</strong> coordinating action, one key element<br />

that must be captured by formal analyses is that actions unfold in time. It has<br />

been argued that computational analyses conducted by classical researchers fail to<br />

incorporate the temporal element (Port & van Gelder, 1995a): “Representations are<br />

static structures <strong>of</strong> discrete symbols. <strong>Cognitive</strong> operations are transformations from<br />

one static symbol structure to the next. These transformations are discrete, effectively<br />

instantaneous, and sequential” (p. 1). As such, classical analyses are deemed<br />

by some to be inadequate. When embodied cognitive scientists explore the computational<br />

level, they do so with a different formalism, called dynamical systems<br />

theory (Clark, 1997; Port & van Gelder, 1995b; Shapiro, 2011).<br />

Dynamical systems theory is a mathematical formalism that describes how systems<br />

change over time. In this formalism, at any given time a system is described as<br />

being in a state. A state is a set <strong>of</strong> variables to which values are assigned. The variables<br />

define all <strong>of</strong> the components <strong>of</strong> the system, and the values assigned to these<br />

variables describe the characteristics <strong>of</strong> these components (e.g., their features) at a<br />

particular time. At any moment <strong>of</strong> time, the values <strong>of</strong> its components provide the<br />

position <strong>of</strong> the system in a state space. That is, any state <strong>of</strong> a system is a point in a<br />

multidimensional space, and the values <strong>of</strong> the system’s variables provide the coordinates<br />

<strong>of</strong> that point.<br />

The temporal dynamics <strong>of</strong> a system describe how its characteristics change<br />

over time. These changes are captured as a path or trajectory through state space.<br />

Dynamical systems theory provides a mathematical description <strong>of</strong> such trajectories,<br />

Elements <strong>of</strong> Embodied <strong>Cognitive</strong> <strong>Science</strong> 259

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