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A Deep Learning based Model for Decoding Motion Intent of Traumatic Brain Injured Patients' using HD-sEMG Recordings.

, , , , , , and . MetroInd4.0&IoT, page 609-614. IEEE, (2021)

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A Robust Sparse Representation Based Pattern Recognition Approach for Myoelectric Control., , , , , , and . IEEE Access, (2018)Robustness of Muscle Synergies under Variant Muscle Contraction Force during Forearm Movements., , , , , and . EMBC, page 3306-3309. IEEE, (2020)Identification of isotonic forearm motions using muscle synergies for brain injured patients., , , , , , , and . NER, page 633-636. IEEE, (2017)A Transfer Learning Based Cross-Subject Generic Model for Continuous Estimation of Finger Joint Angles From a New User., , , and . IEEE J. Biomed. Health Informatics, 27 (4): 1914-1925 (April 2023)Motor imagery classification of upper limb movements based on spectral domain features of EEG patterns., , , , , and . EMBC, page 2976-2979. IEEE, (2017)Effect of Window Conditioning Parameters on the Classification Performance and Stability of EMG-Based Feature Extraction Methods., , , , , , and . CBS, page 576-580. IEEE, (2018)Towards resolving the co-existing impacts of multiple dynamic factors on the performance of EMG-pattern recognition based prostheses., , , , , , , , and . Comput. Methods Programs Biomed., (2020)Spatio-Temporal Based Descriptor for Limb Movement-Intent Characterization in EMG-Pattern Recognition System., , , , , , , , and . EMBC, page 2637-2640. IEEE, (2019)Towards Efficient Decoding of Multiple Classes of Motor Imagery Limb Movements Based on EEG Spectral and Time Domain Descriptors., , , and . J. Medical Syst., 41 (12): 194:1-194:13 (2017)Resolving the adverse impact of mobility on myoelectric pattern recognition in upper-limb multifunctional prostheses., , , , , , and . Comput. Biol. Medicine, (2017)