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On the use of higher-order tensors to model muscle synergies
Here, we introduce a 4th-order tensor muscle synergy model that extends the current state of the art by taking spectral information and repetitions (movements) into account.
Consistency of Muscle Synergies Extracted via Higher-Order Tensor Decomposition Towards Myoelectric Control
In recent years, muscle synergies have been pro-posed for proportional myoelectric control.
Higher order tensor decomposition for proportional myoelectric control based on muscle synergies
In sum, this study provides the first proof of concept for the use of higher-order tensor decomposition in proportional myoelectric control and it highlights the potential of tensors to provide an objective and direct approach to identify synergies.
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