how can we reduce the number of hidden layer and in the same time how to increase the number of neuron in that reduced hidden layer???

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X = abalone_dataset;
hiddenSize = 100;
autoenc = trainAutoencoder(X,hiddenSize);
1)what 'hiddensize' means???
does it mean ---- auto encoder has 100 hidden layer or auto encoder has only one hidden layer and 100 neurons in one hidden layer?????(FIG. GIVEN BELLOW)
2)Another question is that ::---- how can we reduce the number of hiddenlayer and in the same time how to increase the number of neuron in that reduced hiddenlayer???

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