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Sequence Manipulation Using Parallel Mapping Networks
David S Touretzky1, Deirdre W Wheeler1
1School of Computer Science, Carnegie Mellon, Pittsburgh, PA 15213-3890 USA.
Abstract:
We describe a parallel mapping matrix that performs several types of sequence manipulations that are the building blocks of well-known phonological processes. Our results indicate that human phonological behavior can by modeled by a highly constrained connectionist architecture, one that uses purely feedforward circuitry and imposes tight limits on depth of derivations.
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