Reassessing Combinatorial Productivity Exhibited by Simple Recurrent Networks in Language Acquisition

2006 ◽  
Author(s):  
F.C.K. Wong ◽  
J.W. Minett ◽  
W.S.-Y. Wang
Keyword(s):  
Language Acquisition ◽  
Recurrent Networks ◽  
Simple Recurrent Networks

Learning Nonregular Languages: A Comparison of Simple Recurrent Networks and LSTM

2002 ◽  
Vol 14 (9) ◽  
pp. 2039-2041 ◽  
Author(s):  
J. Schmidhuber ◽  
F. Gers ◽  
D. Eck
Keyword(s):  
Recent Article ◽  
Short Term Memory ◽  
Recurrent Networks ◽  
Short Term ◽  
Term Memory ◽  
Context Sensitive ◽  
Simple Recurrent Networks ◽  
Long Short Term Memory ◽  
Context Free

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.

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