Mobile Deep Learning with TensorFlow Lite, ML Kit and Flutter

Developing RNN-based models for music generation

In this section, we'll be developing a music generation model. We'll be using RNNs for that, and using the LSTM neuron model for the same. An RNN is different from a simple artificial neural network (ANN) in a very significant way—it allows the reuse of input between layers. 

While, in an ANN, we expect input values that enter the neural network to move forward and then produce error-based feedback to be incorporated into the network weights, RNNs make the input come back to the previous layers in loops several times. 

The following diagram represents an RNN neuron:

From the preceding diagram, ...