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LSTM recurrent networks learn simple context-free and context-sensitive languages

, и . IEEE Transactions on Neural Networks, 12 (6): 1333--1340 (ноября 2001)
DOI: 10.1109/72.963769

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LSTM recurrent networks learn simple context-free and context-sensitive languages, и . IEEE Transactions on Neural Networks, 12 (6): 1333--1340 (ноября 2001)Long Short-Term Memory Learns Context Free and Context Sensitive Languages, и . Proceedings of the ICANNGA 2001 Conference, 1, стр. 134--137. Wien, NY, Springer, (2001)Learning to Forget: Continual Prediction with LSTM, , и . Proc. ICANN'99, Int. Conf. on Artificial Neural Networks, стр. 850--855. Edinburgh, Scotland, IEE, London, (1999)Continual Prediction using LSTM with Forget Gates, , и . Neural Nets, WIRN Vietri-99, Proceedings 11th Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, 20-22 May 1999, стр. 133--138. Vietri sul Mare, Italy, Springer Verlag, Berlin, (1999)DEKF-LSTM, , , и . Proceedings of the ESANN 2002 Conference, (2002)Applying LSTM to Time Series Predictable Through Time-Window Approaches, , и . IDSIA-22-00. IDSIA, www.idsia.ch/\-techrep.html, (декабря 2000)Kalman filters improve LSTM network performance in problems unsolvable by traditional recurrent nets, , , и . Neural Networks, (2003)