Initializing LSTM internal states via manifold learning

Felix P. Kemeth, Tom Bertalan, Nikolaos Evangelou +3

We present an approach, based on learning an intrinsic data manifold, for the initialization of the internal state values of LSTM recurrent neural networks, ensuring consistency wi…