Research Article

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

Table 6

Selection of memory structure for optimal performance of FTLRNN model.

S.N. Memory structureMean square errorCorrelation coefficient
NoiseEMGNoiseEMG

1TDNNAxon0.0004550.0003080.997190.996754
2Gamma0.0003010.0002810.998270.997204
3Laguarre0.00026240.0002800.9984270.997305