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. 2021 Jan 28;21(3):880. doi: 10.3390/s21030880

Table 2.

Detailed neural networks information.

Model LeNet-300-100 LeNet-5 AlexNet VGG16
Dataset MNIST MNIST CIFAR10 CIFAR10
Type FCN CNN CNN CNN
Accuracy 0.9774 0.9905 0.9004 0.8757
structure (784,300) 8@(5,5) 24@(3,3) 16@(3,3)
(300,100) 16@(5,5) 64@(5,5) 16@(3,3)
(100,10) (,120) 96@(3,3) 32@(3,3)
(120,84) 96@(3,3) 32@(3,3)
(84,10) 64@(5,5) 64@(3,3)
(,1024) 64@(3,3)
(1024,1024) 64@(3,3)
(1024,10) 128@(3,3)
128@(3,3)
128@(3,3)
128@(3,3)
128@(3,3)
128@(3,3)
(,1024)
(1024,1024)
(1024,10)