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
-
Artificial Intelligence Â»Artificial Intelligence
▲
Can computers think? [1] Â»Can computers think? [1]
▲
Yes: connectionist networks can think [5a] Â»Yes: connectionist networks can think [5a]
▲
The Subsymbolic Paradigm Â»The Subsymbolic Paradigm
■
Statistical rationality needed
●
Too early to throw out computational approaches Â»Too early to throw out computational approaches
+Kommentare (0)
+Verweise (0)
+About