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Artificial limbs that can be controlled using only brain signals are a staple of science fiction and would be extremely useful for amputees. State-of-the-art powered limb prostheses are generally controlled by the EMG of residual muscles, but often include unintuitive and complicated control schemes that require significant user training, which limits user acceptance

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