Table 2 Details of CNN architectures.

From: Spike train analysis in rehabilitation movement classification using deep learning approach

Architecture

Image input size

No. of layers (depth)

Parameters (millions)

ImageNet63

227×227×3

8

61.0

GooLeNet64

224×224×3

22

7.0

ResNet1865

224×224×3

18

11.7

ResNet10165

224×224×3

101

44.6

Proposed CNN

224×224×3

51

25.6

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