A Comparison of Classification based Confidence Metrics for use in the Design of Myoelectric Control Systems
Scheme, Erik ; Englehart, Kevin
Biomedical signal classification
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Biomedical simulation involving signal processing
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Pattern recognition methods for data mining in biosignals
In many pattern recognition applications, confidence scores are used to extract more information than discrete class membership alone, yet…
Classification of Hand and Wrist Tasks of Unknown Force Levels using Muscle Synergies
Atoufi, Bahareh ; Kamavuako, Ernest Nlandu ; Hudgins, Bernard ; Englehart, Kevin
Motor neuroprostheses – Prostheses
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Rehabilitation – Musculoskeletal
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Neuromuscular systems – EMG processing and applications
Muscle synergies have been proposed as a way for the central nervous system (CNS) to simplify the generation of motor commands and they…
