Intelligent Noise Removal from EMG Signal Using Focused Time-Lagged Recurrent Neural Network

Table 14

Regression performance of NN models on EMG noise signal.

S.N.	NN model	Performance measures
		Training dataset		CV dataset		Test dataset
		MSE	r	MSE	r	MSE	r
1	MLP	0.02688	0.77322	0.03070	0.77021	0.02501	0.78114
2	FTLRNN	0.000254	0.99809	0.00201	0.98701	0.000067	0.99950
3	RBF	0.02664	0.77544	0.03036	0.77309	0.024704	0.784138