Connectionist networks can think without following rules
Like humans, connectionist networks exhibit fluid, intelligent behaviour without following rigid, explicit rules. In general, they are trained to exhibit intelligent behaviour rather than being programmed with rules.
Notes: Also see the"Do humans use rules as physical symbol systems do?" arguments on Map 3.

Terence Horgan and John Tiensen (1991) provide a full characterisation of classical and connectionist notions of rule following.

Fred Adams, Kenneth Aizawa, & Gary Fuller (1992) provide a detailed treatment of the relation between different kinds of rules, arguing that the differences between them should not be overstated.
Immediately related elementsHow this works
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Artificial Intelligence Â»Artificial Intelligence
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Can computers think? [1] Â»Can computers think? [1]
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Yes: connectionist networks can think [5a] Â»Yes: connectionist networks can think [5a]
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Connectionist networks can think without following rules
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Regularity without rules  Â»Regularity without rules
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Representations without rules Â»Representations without rules
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The Past-Tense Acquisition Model Â»The Past-Tense Acquisition Model
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Explicit rules are necessary in plastic domains Â»Explicit rules are necessary in plastic domains
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The Rule-Following Assumption Â»The Rule-Following Assumption
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