Research Article
Decoding of Human Movements Based on Deep Brain Local Field Potentials Using Ensemble Neural Networks
Algorithm 1
Decision-based pseudocode for decoding event or resting and left or right finger movement activities.
Threshold value = (FBANN = 1 and RBFNN = 1 ) or (FBANN = 1 and PNN = 1) or (RBFNN = 1 | and PNN = 1 ); | for to number of test vector sets do | if sum of in (FBANN and RBFNN ) or (FBANN and PNN) or (RBFNN and PNN) | ≥ Threshold value | event activity or left finger movement = 1; | = event activity or left finger movement; | else if sum of in (FBANN and RBFNN ) or (FBANN and PNN) or (RBFNN and | PNN) < Threshold value | resting activity or right finger movement = 0; | = resting activity or right finger movement; | if end | for end | performance metrics of movement and its forthcoming laterality activity from | test |
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