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

Table 7

Selection of depth of samples for optimal performance of FTLRNN model.

S.N.	Depth in	Mean square error		Correlation coefficient
	samples	Noise	EMG	Noise	EMG
1	2	0.02982	0.02982	0.7709	0.5628
2	4	0.00024	0.00024	0.9985	0.9975
3	6	0.00037	0.00031	0.9977	0.9969
4	8	0.00031	0.00036	0.99806	0.9962
5	12	0.00047	0.00028	0.9972	0.9971