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

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applied recursively to inscribe smaller triangles into any <strong>of</strong> the triangles that were<br />

added to the figure in a previous stage <strong>of</strong> drawing. Figure 3-5 shows the result when<br />

this rule is applied four times to Figure 3-4.<br />

Figure 3-5. The Sierpinski triangle that results when the recursive rule is applied<br />

four times to Figure 3-4.<br />

The Sierpinski triangle, and all other fractals that are created by recursion, are<br />

intrinsically self-similar. That is, if one were to take one <strong>of</strong> the smaller triangles<br />

from which Figure 3-4 is constructed and magnify it, one would see still see the<br />

hierarchical structure that is illustrated above. The structure <strong>of</strong> the whole is identical<br />

to the (smaller) structure <strong>of</strong> the parts. In the next section, we see that the recursive<br />

nature <strong>of</strong> human language reveals itself in the same way.<br />

3.3 Phrase Markers and Fractals<br />

Consider a finite set <strong>of</strong> elements (e.g., words, phonemes, morphemes) that can, by<br />

applying certain rules, be combined to create a sentence or expression that is finite<br />

in length. A language can be defined as the set <strong>of</strong> all <strong>of</strong> the possible expressions that<br />

can generated in this way from the same set <strong>of</strong> building blocks and the same set <strong>of</strong><br />

rules (Chomsky, 1957). From this perspective, one can define a grammar as a device<br />

that can distinguish the set <strong>of</strong> grammatical expressions from all other expressions,<br />

including those that are generated from the same elements but which violate the<br />

rules that define the language. In modern linguistics, a basic issue to investigate is<br />

the nature <strong>of</strong> the grammar that defines a natural human language.<br />

Chomsky (1957) noted that one characteristic <strong>of</strong> a natural language such as<br />

English is that a sentence can be lengthened by inserting a clause into its midst. As<br />

we see in the following section, this means that the grammar <strong>of</strong> natural languages<br />

is complicated enough that simple machines, such as finite state automata, are not<br />

powerful enough to serve as grammars for them.<br />

Elements <strong>of</strong> Classical <strong>Cognitive</strong> <strong>Science</strong> 65

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