Table 1 Network architecture parameters for deep learning models.

From: Comparison of deep learning models for predictive maintenance in industrial manufacturing systems using sensor data

Model

Layers

Hidden units

Activation

CNN

4

64, 128, 256

ReLU

LSTM

2

128, 64

Tanh

  1. ReLU rectified linear unit.
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