Question: Which statements about LSTM variants are true? a . The key idea of multidimensional LSTM ( Graves et al . , 2 0 0 7
Which statements about LSTM variants are true?
a The key idea of multidimensional LSTM Graves et al is to enable the network to process sequences consisting of vectors which stem from highdimensional vector spaces.
b Convolutional LSTM Shi et al can process sequences of images, eg videos.
c Peephole connections Gers and Schmidhuber, provide gates with direct read access to the cell state.
d The Bidirectional LSTM Schuster et al has two layers. The second layer receives input from the first layer and reverses the processing direction.
e Stacked LSTM Graves et al stack LSTM layer by using one LSTMs final cell state as the initial cell state for the next LSTM
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