Common sense and connectionism
Commonsense reasoning in humans is best explained by a "mental topology" of conceptual "halos", which can be understood, in the subsymbolic framework, as overlapping regions in the abstract space.
To illustrate what is meant by a "mental topology" of "conceptual halos", Hofstader observes that the concept of "contact" is surrounded by a halo of concepts including "call on a phone", "go to see", and "write".

Such a mental topology can be explained in the subsymbolic framework, where conceptual halos are understood as overlapping regions in the abstract space.

Note: Also, see the "Can a symbolic knowledge base represent human understanding?" arguments on Map 3.
 
Douglas Hofstadter, 1988.
Λεπτομέρειες πλοηγού
(Βοήθεια)
-
Artificial Intelligence »Artificial Intelligence
Can computers think? [1] »Can computers think? [1]
Yes: connectionist networks can think [5a] »Yes: connectionist networks can think [5a]
The Subsymbolic Paradigm »The Subsymbolic Paradigm
Common sense and connectionism
Douglas Hofstadter »Douglas Hofstadter
+Σχόλια (0)
+Αναφορές (0)
+About