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 structure | Mean square error | Correlation coefficient | Noise | EMG | Noise | EMG |
| 1 | TDNNAxon | 0.000455 | 0.000308 | 0.99719 | 0.996754 | 2 | Gamma | 0.000301 | 0.000281 | 0.99827 | 0.997204 | 3 | Laguarre | 0.0002624 | 0.000280 | 0.998427 | 0.997305 |
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