Table 3 Parameters of 1D and 2D CNN model.

From: Damage identification based on the inner product matrix and parallel convolution neural network for frame structure

Parameters

1DCNN

2DCNN

Depth

7

7

Hidden neural

[32,32,20,4]

[32,32,20,4]

Kernel size

[3,3]

[5 × 5, 3 × 3]

Pool_size

[2,2]

[2 × 2, 2 × 2]

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