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Table 2 Motion Classification Performance Comparison

From: Toward attenuating the impact of arm positions on electromyography pattern-recognition based motion classification in transradial amputees

EMG

ACC-MMG

Solution 1

Solution 2

Solution 3

25.4±6.5%

66.8±1.4%

60.2±0.7%

10.8±4.5%

9.0±4.7%

  1. The motion classification performance of three solutions with average classification errors over all subjects for their amputated arms, in comparison with traditionally used pattern recognition method with classification error averaged over all subjects and all five arm positions.
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Journal of NeuroEngineering and Rehabilitation

ISSN: 1743-0003

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