Please note that the following diagram describes Keras LSTM layers, however the same diagram, as it is, is applicable for GRU's, with a minor difference between both structures in the inner shape of ...

This model could extract activity features automatically and classify them with a few model parameters. LSTM is a variant of the recurrent neural network (RNN), which is more suitable for processing ...

The output of the LSTM is fed through a single fully connected layer, to translate the multidimensional LSTM output into a single probability between 0 and 1. This network will be trained to produce ...