Multi-Dimensional Recurrent Neural Networks

Recurrent neural networks (RNNs) have proved effective at one dimensionalsequence learning tasks, such as speech and online handwriting recognition.Some of the properties that make RNNs suitable for such tasks, for examplerobustness to input warping, and the ability to access contextual information,are also desirable in multi-dimensional domains. However, there has so fa..