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A Novel Connectionist System for Unconstrained Handwriting Recognition

, , , , , and . IEEE Transactions on Pattern Analysis and Machine Intelligence, 31 (5): 855--868 (May 2009)
DOI: 10.1109/tpami.2008.137

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Isolated Digit Recognition with LSTM Recurrent Networks, , , and . First International Workshop on Biologically Inspired Approaches to Advanced Information Technology, Lausanne, (2004)A Novel Connectionist System for Unconstrained Handwriting Recognition, , , , , and . IEEE Transactions on Pattern Analysis and Machine Intelligence, 31 (5): 855--868 (May 2009)Isolated Digit Recognition with LSTM Recurrent Networks, , , and . First International Workshop on Biologically Inspired Approaches to Advanced Information Technology, Lausanne, (2003)Comparing LSTM Recurrent Networks and Spiking Recurrent Networks on the Recognition of Spoken Digits, , and . IDSIA-13-03. IDSIA, www.idsia.ch/\-techrep.html, (May 2003)Sequence Learning with Artificial Recurrent Neural Networks, , , , and . Invited by Cambridge University Press, (2007)An application of recurrent neural networks to discriminative keyword spotting, , and . To appear in Proceedings of the 17th International Conference on Artificial Neural Networks, (September 2007)A Comparison Between Spiking and Differentiable Recurrent Neural Networks on Spoken Digit Recognition, , and . The 23rd IASTED International Conference on modelling, identification, and control, Grindelwald, (2003)Bidirectional LSTM Networks for Improved Phoneme Classification and Recognition, , and . Artificial Neural Networks: Biological Inspirations - ICANN 2005, LNCS 3697, page 799--804. Springer-Verlag Berlin Heidelberg, (2005)Multi-dimensional Recurrent Neural Networks, , and . Proc. International Conf. on Artificial Neural Networks (ICANN-2007), 4668, page 865--873. Springer, Berlin, (2007)A novel approach to on-line handwriting recognition based on bidirectional long short-term memory networks, , , and . To appear in Proceedings of the 9th International Conference on Document Analysis and Recognition, (September 2007)