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Background There is a need for providing sensory feedback for myoelectric prosthesis users. Providing tactile feedback can improve object manipulation abilities, enhance the perceptual embodiment of myoelectric prostheses and help reduce phantom limb pain. Many amputees have referred sensation from their missing hand on their residual limbs (phantom maps). This skin area can serve as a target for...
The ν-support vector machine (ν-SVM) for classification has the advantage of using a parameter ν on controlling the number of support vectors. However, comparing to regular C-SVM, its formulation is more complicated because of having an additional inequality so up to now there are no exact and effective methods for incremental ν-SVM learning. In this paper, based on the truth that the additional inequality...
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