Title
Distributed recursive structure processing
Abstract
Harmonic grammar (Legendre, et al., 1990) is a connectionist theory of lin(cid:173) guistic well-formed ness based on the assumption that the well-formedness of a sentence can be measured by the harmony (negative energy) of the corresponding connectionist state. Assuming a lower-level connectionist network that obeys a few general connectionist principles but is otherwise unspecified, we construct a higher-level network with an equivalent har(cid:173) mony function that captures the most linguistically relevant global aspects of the lower level network. In this paper, we extend the tensor product representation (Smolensky 1990) to fully recursive representations of re(cid:173) cursively structured objects like sentences in the lower-level network. We show theoretically and with an example the power of the new technique for parallel distributed structure processing.
Year
Venue
Keywords
1990
Scandinavian Conference on AI
recursive structure processing
DocType
ISBN
Citations 
Conference
1-55860-184-8
1
PageRank 
References 
Authors
0.44
2
3
Name
Order
Citations
PageRank
Géraldine Legendre111.12
Miyata, Yoshiro221.41
Paul Smolensky321593.76