J. Elman. Cognitive Science, 14 (2):
179--211(1990)
Abstract
Time underlies many interesting human behaviors. Thus, the question of how to represent time in connectionist models is very important. One approach is to represent time implicitly by its effects on processing rather than explicitly (as in a spatial representation). The current report develops a proposal along these lines first described by Jordan (1986) which involves the use of recurrent links in order to provide networks with a dynamic memory. In this approach, hidden unit patterns are fed...
%0 Journal Article
%1 citeulike:549113
%A Elman, Jeffrey L.
%D 1990
%J Cognitive Science
%K timing
%N 2
%P 179--211
%T Finding Structure in Time
%U http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.28.9476
%V 14
%X Time underlies many interesting human behaviors. Thus, the question of how to represent time in connectionist models is very important. One approach is to represent time implicitly by its effects on processing rather than explicitly (as in a spatial representation). The current report develops a proposal along these lines first described by Jordan (1986) which involves the use of recurrent links in order to provide networks with a dynamic memory. In this approach, hidden unit patterns are fed...
@article{citeulike:549113,
abstract = {Time underlies many interesting human behaviors. Thus, the question of how to represent time in connectionist models is very important. One approach is to represent time implicitly by its effects on processing rather than explicitly (as in a spatial representation). The current report develops a proposal along these lines first described by Jordan (1986) which involves the use of recurrent links in order to provide networks with a dynamic memory. In this approach, hidden unit patterns are fed...},
added-at = {2012-02-26T12:35:47.000+0100},
author = {Elman, Jeffrey L.},
biburl = {https://www.bibsonomy.org/bibtex/2791a44ce7c7c717e1eb1b6d12cc86443/jakspa},
citeulike-article-id = {549113},
citeulike-linkout-0 = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.28.9476},
interhash = {8770242c4eff4016d2408ab338039b7c},
intrahash = {791a44ce7c7c717e1eb1b6d12cc86443},
journal = {Cognitive Science},
keywords = {timing},
number = 2,
pages = {179--211},
posted-at = {2012-02-25 10:56:04},
priority = {2},
timestamp = {2012-02-26T12:35:48.000+0100},
title = {Finding Structure in Time},
url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.28.9476},
volume = 14,
year = 1990
}