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

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equivalent. Shannon noted that the basic properties <strong>of</strong> the two-valued logic were<br />

true <strong>of</strong> his logical interpretation <strong>of</strong> switches: “Due to this analogy any theorem <strong>of</strong><br />

the calculus <strong>of</strong> propositions is also a true theorem if interpreted in terms <strong>of</strong> relay<br />

circuits” (p. 714).<br />

x<br />

A<br />

x<br />

y<br />

B<br />

x<br />

y<br />

C<br />

Figure 2-1. (A) An electrical switch, labelled x. (B) Switches x and y in series. (C)<br />

Switches x and y in parallel.<br />

The practical implication <strong>of</strong> Shannon’s (1938) paper was that circuit design and<br />

testing was no longer restricted to hands-on work in the physical domain. Instead,<br />

one could use pencil and paper to manipulate symbols using Boolean logic, designing<br />

a circuit that could be proven to generate the desired input-output behaviour.<br />

Logical operations could also be used to ensure that the circuit was as simple as<br />

possible by eliminating unnecessary logical terms: “The circuit may then be immediately<br />

drawn from the equations” (p. 713). Shannon illustrated this technique with<br />

examples that included a “selective circuit” that would permit current when 1, 3, or<br />

4—but not 0 or 2—<strong>of</strong> its relays were closed, as well as an electric combination lock<br />

that would only open when its 5 switches were depressed in a specific order.<br />

Amazingly, Shannon was not the first to see that electrical circuits were logical<br />

in nature (Burks, 1975)! In 1886, Charles Peirce wrote a letter to his student<br />

Alan Marquand suggesting how the latter’s logic machine (Marquand, 1885) could<br />

be improved by replacing its mechanical components with electrical ones. Peirce<br />

provided diagrams <strong>of</strong> a serial 3-switch circuit that represented logical conjunction<br />

(and) and a parallel 3-switch circuit that represented logical disjunction (or).<br />

Peirce’s nineteenth-century diagrams would not have been out <strong>of</strong> place in Shannon’s<br />

twentieth-century paper.<br />

Multiple Levels <strong>of</strong> Investigation 31

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