npj 2D Materials and Applications

Table 3 Classification results for lower-dimensional dataset in a fully connected ELM network.

From: Hybrid architecture based on two-dimensional memristor crossbar array and CMOS integrated circuit for edge computing

Dataset/class	Number of hidden nodes	% Accuracy
		Train		Test
		Floating	Quantized^a	Floating	Quantized^a
AReM
Walking	150	92	92	92	89
Bending	150	91	90	92	89
Lying	150	81	78	82	80
Sitting	150	80	75	75	72
Breast cancer	100	98	93	92	89
Ionosphere	100	95	95	89	87
Haberman	100	85	84	75	70

^aWeights quantized to 26 memconductance states.

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