Machine Learning, Recurrent Neural Network, Multidimensional Rnn, Multidimensional Lstm.
question is that can MDLSTM learn the mapping between two matrices? From basic linear algrebra, we know there are two types of mapping: linear map and non-linear map. So it is natural to study the problem in two cases. Any linear mapping can be represtened by a matrix. For simplicity, I use a