Statistical rationality needed
Smolensky needs to describe the subsymbolic paradigm more precisely by stressing the role of statistical reference in connectionist systems.
To do this, Smolensky has to recognise that:

  • logical inference is a special case of statistical reference;
  • rational connectionits models are statistical inference mechanisms;
  • continuity is necessary to representing partial (real-valued) beliefs.
Richard Golden, 1988, p.35.
Immediately related elementsHow this works
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Artificial Intelligence »Artificial Intelligence
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Can computers think? [1] »Can computers think? [1]
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Yes: connectionist networks can think [5a] »Yes: connectionist networks can think [5a]
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The Subsymbolic Paradigm »The Subsymbolic Paradigm
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Statistical rationality needed
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Too early to throw out computational approaches »Too early to throw out computational approaches
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