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Unsupervised learning through symbolic clustering

โœ Scribed by K. Chidananda Gowda; E. Diday


Book ID
103596959
Publisher
Elsevier Science
Year
1991
Tongue
English
Weight
340 KB
Volume
12
Category
Article
ISSN
0167-8655

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Although recurrent neural nets have been moderately successful in learning to emulate finite-state machines (FSMs), the continuous internal state dynamics of a neural net are not well matched to the discrete behavior of an FSM. We describe an architecture, called DOLCE, that allows discrete states t