Monthly
288 pp. per issue
6 x 9, illustrated
ISSN
0899-7667
E-ISSN
1530-888X
2014 Impact factor:
2.21

Neural Computation

September 1, 2002, Vol. 14, No. 9, Pages 2039-2041
(doi: 10.1162/089976602320263980)
© 2002 Massachusetts Institute of Technology
Learning Nonregular Languages: A Comparison of Simple Recurrent Networks and LSTM
Article PDF (42.42 KB)
Abstract

In response to Rodriguez's recent article (2001), we compare the performance of simple recurrent nets and long short-term memory recurrent nets on context-free and context-sensitive languages.