Table 3 Matching accuracy for 2-class, 3-bit image classifier

From: Digital circuits and neural networks based on acid-base chemistry implemented by robotic fluid handling

Image size

Model accuracy (%)

Acid-base network match (%)

8 × 8

93.28

97.26

12 × 12

95.15

99.15

16 × 16

96.28

99.48

28 × 28

96.37

99.86

Average

95.27

98.94

  1. Image size, classification accuracy of the digital model, and matching accuracy between the digital model and the theoretical pH values. Source data are provided as a Source Data file.
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