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

Table 8

Selection of length of trajectory for optimal performance of FTLRNN model.

S.N.	Length of	Mean square error		Correlation coefficient
	trajectory	Noise	EMG	Noise	EMG
1	05	0.00023	0.000228	0.9986	0.9974
2	10	0.00024	0.000236	0.9985	0.9976
3	20	0.00024	0.00025	0.9985	0.9974
4	30	0.00024	0.00025	0.9985	0.9975
5	40	0.00023	0.00022	0.9985	0.9975
6	50	0.00023	0.00024	0.9985	0.9976
7	60	0.00024	0.00025	0.9984	0.9974