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Table 3 Optimal CNN structure

From: Medical image diagnosis based on adaptive Hybrid Quantum CNN

Layer

Filter

Filter size

Stride

Total Parameters

Convolution

32

2 × 2x32

1

2048

Max Pool

 

2 × 2

2

0

Convolution

64

2 × 2x64

1

16,384

Max Pool

 

2 × 2

2

0

Convolution

64

2 × 2x64

1

16,384

Max Pool

 

2 × 2

2

0

Flatten

28,800

1 × 1x512

1

0

Dense

512

1 × 1x512

1

14,745,600

Dense

4

1 × 1x4

1

2048

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BMC Medical Imaging

ISSN: 1471-2342

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