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Jürgen Schmidhuber, Felix A. Gers, Douglas Eck. Learning Nonregular Languages: A Comparison of Simple Recurrent Networks and LSTM. Neural Computation, 14(9):2039-2041, 2002. [doi]
Abstract is missing.