Table 13 The optimal architecture searched for CS and RI benchmark datasets.

From: Fractal and chaotic map-enhanced grey wolf optimization for robust fire detection in deep convolutional neural networks

Type

Set up

Stride size

Filter size

Feature maps

Neurons

Convolution

1

1

12

 

Convolution

3

6

96

 

Convolution

1

1

6

 

Convolution

3

6

82

 

Fully-connected

 

846

Fully-connected

 

2

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