In response to Rodriguez' recent article (Rodriguez 2001) we compare
the performance of simple recurrent nets and ``Long Short-Term
Memory'' (LSTM) recurrent nets on context-free and context-sensitive
languages.
%0 Journal Article
%1 Schmidhuber2002
%A Schmidhuber, J.
%A Gers, F.A.
%A Eck, D.
%D 2002
%K imported
%N 9
%P 2039--2041
%T Learning Nonregular Languages: A Comparison of Simple Recurrent Networks
and LSTM
%V 14
%X In response to Rodriguez' recent article (Rodriguez 2001) we compare
the performance of simple recurrent nets and ``Long Short-Term
Memory'' (LSTM) recurrent nets on context-free and context-sensitive
languages.
@article{Schmidhuber2002,
abstract = {In response to Rodriguez' recent article (Rodriguez 2001) we compare
the performance of simple recurrent nets and {\em ``Long Short-Term
Memory''} (LSTM) recurrent nets on context-free and context-sensitive
languages.},
added-at = {2010-02-27T01:05:18.000+0100},
author = {Schmidhuber, J. and Gers, F.A. and Eck, D.},
biburl = {https://www.bibsonomy.org/bibtex/2d75aa1f53e5a3723c6da29c08e7cd876/tb2332},
file = {2002_nc.pdf:papers/2002_nc.pdf:PDF;2002_nc.ps.gz:papers/2002_nc.ps.gz:PostScript},
interhash = {c31b2c52ac93f137d9d5f3d3a82a202e},
intrahash = {d75aa1f53e5a3723c6da29c08e7cd876},
keywords = {imported},
number = 9,
owner = {thierry},
pages = {2039--2041},
source = {OwnPublication},
timestamp = {2010-02-27T01:05:25.000+0100},
title = {Learning Nonregular Languages: A Comparison of Simple Recurrent Networks
and {LSTM}},
volume = 14,
year = 2002
}