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Connectionist models don't implement classical models
OpposingArgument
1
#886
Connectionist models of language, such as Seidenberg in McClelland (1989), do not implement a dual-route model, because the models can't be decomposed into separate systems to applying rules and handling exceptions.
Moreover, they behave in a behaviourally plausible ways not predicted by the dual-route model.
Mark Seidenberg, 1992.
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Artificial Intelligence »
Artificial Intelligence
Artificial Intelligence☜A collaboratively editable version of Robert Horns brilliant and pioneering debate map Can Computers Think?—exploring 50 years of philosophical argument about the possibility of computer thought.☜F1CEB7
▲
Can computers think? [1] »
Can computers think? [1]
Can computers think? [1]☜Can a computational system possess all important elements of human thinking or understanding? ☜FFB597
▲
Yes: connectionist networks can think [5a] »
Yes: connectionist networks can think [5a]
Yes: connectionist networks can think [5a]☜Connectionist networks can possess all important elements of human thinking or understanding.☜59C6EF
▲
Connectionist networks can think without following rules »
Connectionist networks can think without following rules
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. ☜98CE71
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The Past-Tense Acquisition Model »
The Past-Tense Acquisition Model
The Past-Tense Acquisition Model☜This implemented network model was trained to convert English phrases into the past tense. Although the network’s performance can be described by rules, no actual rules are utilised in its processing.☜98CE71
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Model doesn't argue against rule-based explanation »
Model doesn't argue against rule-based explanation
Model doesn't argue against rule-based explanation☜The past-tense model is problematic in numerous ways—eg it can’t represent certain words, it can’t learn certain rules, it learns rules found in no human language, and it fails at its assigned task of mastering the past tense of English.☜EF597B
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Any system can be described by a dual-route model »
Any system can be described by a dual-route model
Any system can be described by a dual-route model ☜Pinker and Prince postulate a dual-route model of linguistic knowledge, in which a set of rules—follow a rule or consult a list of exceptions—only has to fit some cases, with the rest treated as exceptions. But any systems describable this way.☜EF597B
■
Connectionist models don't implement classical models
Connectionist models don't implement classical models☜Connectionist models of language, such as Seidenberg in McClelland (1989), do not implement a dual-route model, because the models cant be decomposed into separate systems to applying rules and handling exceptions.☜EF597B
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Redagavo:
David Price
NodeID:
#886
Node type:
OpposingArgument
Įvedimo data (GMT):
8/14/2006 8:50:00 PM
Paskutinės redakcijos data (GMT laikas):
10/23/2007 2:29:00 PM
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