Concepedia

Comparison of machine learning methods in sEMG signal processing for shoulder motion recognition

Yang Zhou, Chaoyang Chen, Mark Ming‐Cheng Cheng, Yousef Alshahrani, Sreten Franovic, Emily Lau, Guanghua Xu, Guoxin Ni, John M. Cavanaugh, Stephanie Muh,

Biomedical Signal Processing and Control · 2021 · 41 citations · 41 references

Concepts

ComputingComputer ScienceBiomedical Signal ProcessingMachine LearningMovement AnalysisJoint Motion AnalysisMotion CaptureMovement Pattern AnalysisMuscle Signal ProcessingShoulder BiomechanicsShoulder RehabilitationElectromyography Signal ClassificationMotion Pattern RecognitionShoulder Joint MechanicsShoulder KinematicsShoulder Posture

References

41

A Fast Learning Algorithm for Deep Belief Nets

Geoffrey E. Hinton, Simon Osindero, Yee‐Whye Teh · Neural Computation · 2006 · 16.4K citations

Computing, Computer Science, Artificial Intelligence +16

Feature reduction and selection for EMG signal classification

Angkoon Phinyomark, Pornchai Phukpattaranont, Chusak Limsakul · Expert Systems with Applications · 2012 · 1.5K citations

Computing, Biomedical Engineering, Electrical Engineering +14

Myoelectric control systems—A survey

Mohammadreza Asghari Oskoei, Huosheng Hu · Biomedical Signal Processing and Control · 2007 · 1.2K citations

Engineering, Bioengineering, Electrical Engineering +12

Upper-Limb Powered Exoskeleton Design

Joel C. Perry, Jacob Rosén, Stephen P. Burns · IEEE/ASME Transactions on Mechatronics · 2007 · 1K citations

Engineering, Rehabilitation Medicine, Robotics Engineering +17

Support Vector Machine-Based Classification Scheme for Myoelectric Control Applied to Upper Limb

Mohammadreza Asghari Oskoei, Huosheng Hu · IEEE Transactions on Biomedical Engineering · 2008 · 822 citations

Computing, Biomedical Engineering, Computer Science +13