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Michael Powell

Researcher at Johns Hopkins University

Publications -  23
Citations -  387

Michael Powell is an academic researcher from Johns Hopkins University. The author has contributed to research in topics: Computer science & Cytokine storm. The author has an hindex of 7, co-authored 16 publications receiving 270 citations.

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User Training for Pattern Recognition-Based Myoelectric Prostheses: Improving Phantom Limb Movement Consistency and Distinguishability

TL;DR: Analysis of the underlying sources of improvement for each subject examined the sizes and separation of high-dimensional data clusters and revealed that each subject formed a unique and effective strategy for improving the consistency and/or distinguishability of his or her phantom limb movements.
Journal ArticleDOI

A Training Strategy for Learning Pattern Recognition Control for Myoelectric Prostheses.

TL;DR: The manner in which four transradial amputees are trained to improve their pattern recognition–based control of a virtual prosthesis by focusing on building consistent, distinguishable muscle patterns is described.
Journal ArticleDOI

Candidates for synergies: linear discriminants versus principal components

TL;DR: Time varying kinematic synergies in the human hand grasping movements were extracted using these two diametrically opposite methods and were evaluated in reconstructing natural and American sign language (ASL) postural movements, suggesting that PCA outperformed LDA.