Learning nonregular languages: A comparison of simple recurrent networks and LSTM

被引:47
作者
Schmidhuber, J [1 ]
Gers, F [1 ]
Eck, D [1 ]
机构
[1] Ist Dalle Molle Studi Intelligenza Artificiale, CH-6928 Manno Lugano, Switzerland
关键词
D O I
10.1162/089976602320263980
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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.
引用
收藏
页码:2039 / 2041
页数:3
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