Fig. 6: 1D CNN classifications of chemical vapor compositions. | Microsystems & Nanoengineering

Fig. 6: 1D CNN classifications of chemical vapor compositions.

From: Multiplexed DNA-functionalized graphene sensor with artificial intelligence-based discrimination performance for analyzing chemical vapor compositions

Fig. 6

a 1D CNN-based deep-learning structural schematic for gas classification. Confusion matrices for classification results of b NH3–NO, c NH3–NO2, and d NO2–NO mixed gas under low humidity conditions and at mixing ratios of 1:1, 1:3, and 3:1. Results of e H2S–NO, f NH3–H2S, and g NH3–NO mixed gas under conditions of high humidity and individual gas at mixing ratios of 1:1, 1:3, and 3:1. h NH3-NO mixed gas 1D CNN classification result for data randomly shuffled with humidity conditions

Back to article page