Long Short-Term Memory Learns Context Free and Context Sensitive Languages
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چکیده
منابع مشابه
On learning context-free and context-sensitive languages
The long short-term memory (LSTM) is not the only neural network which learns a context sensitive language. Second-order sequential cascaded networks (SCNs) are able to induce means from a finite fragment of a context-sensitive language for processing strings outside the training set. The dynamical behavior of the SCN is qualitatively distinct from that observed in LSTM networks. Differences in...
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