This site has been permanently archived. This is a static copy provided by the University of Southampton.
<> "The repository administrator has not yet configured an RDF license."^^ .
<> .
.
"Are feedforward and recurrent networks systematic? Analysis and implications for a connectionist cognitive architecture"^^ .
"Human cognition is said to be systematic: cognitive ability generalizes to structurally related behaviours. The connectionist approach to cognitive theorizing has been strongly criticized for its failure to explain systematicity. Demonstrations of generalization notwithstanding, I show that two widely used networks (feedforward and recurrent) do not support systematicity under the condition of local input/output representations. For a connectionist explanation of systematicity, these results leave two choices, either: (1) develop models capable of systematicity under local input/output representations; or (2) justify the choice of similarity-based (nonlocal) component representations sufficient for systematicity."^^ .
"1998" .
.
"10" .
"2" .
.
"Connection Science"^^ .
.
.
.
.
.
.
.
"S."^^ .
"Phillips"^^ .
"S. Phillips"^^ .
.
.
.
.
.
"Are feedforward and recurrent networks systematic? Analysis and implications for a connectionist cognitive architecture (Postscript)"^^ .
.
.
.
.
.
"systemffn-rn.ps"^^ .
.
"HTML Summary of #520 \n\nAre feedforward and recurrent networks systematic? Analysis and implications for a connectionist cognitive architecture\n\n" .
"text/html" .
.
.
"Cognitive Psychology" .
.
.
"Neural Nets" .
.
.
"Philosophy of Mind" .
.