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Table 1 Learning trend. Learning rate values for all the subjects for each of the motion-class in experiment 1 (EMG features)

From: Role of Muscle Synergies in Real-Time Classification of Upper Limb Motions using Extreme Learning Machines

Subject

Elbow flexion

Elbow extension

Shoulder protraction

Shoulder retraction

Shoulder flexion

Subject 1

−0.0019

0.0023

0.0029

0.0308

0.0150

Subject 2

−0.0074

0.0104

−0.0103

0.0233

−0.0150

Subject 3

−0.0381

−0.0187

−0.0373

−0.0499

−0.0194

Subject 4

0.0061

−0.0090

0.0347

0.0188

0.0101

Subject 5

0.0031

−0.0082

−0.0004

−0.0012

0.0138

Subject 6

0.0132

0.0096

−0.0010

−0.0047

0.0018

Subject 7

−0.0033

0.0034

−0.0045

−0.0170

−0.0075