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SGORNN: Combining Scalar Gates and Orthogonal Constraints in Recurrent Networks
Our experimental results on the addition problem confirm that our combination of orthogonal and scalar gated RNNs are able to outperform both predecessor models on long sequences using only a single RNN cell.
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