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[HTML][HTML] A review of myoelectric control for prosthetic hand manipulation
Myoelectric control for prosthetic hands is an important topic in the field of rehabilitation.
Intuitive and intelligent myoelectric control can help amputees to regain upper limb function …
Intuitive and intelligent myoelectric control can help amputees to regain upper limb function …
Continuous motion intention prediction using sEMG for upper-limb rehabilitation: a systematic review of model-based and model-free approaches
Upper limb functional impairments persisting after stroke significantly affect patients' quality
of life. Precise adjustment of robotic assistance levels based on patients' motion intentions …
of life. Precise adjustment of robotic assistance levels based on patients' motion intentions …
Estimating finger joint angles by surface EMG signal using feature extraction and transformer-based deep learning model
Human-machine interfaces frequently use electromyography (EMG) signals. Based on
previous work, feature extraction has a great deal of influence on the performance of EMG …
previous work, feature extraction has a great deal of influence on the performance of EMG …
A systematic review on digital human models in assembly process planning
MY Yin, JG Li - The International Journal of Advanced Manufacturing …, 2023 - Springer
Simulating the behavior of operators through a digital human model (DHM) is an intuitive
way to reflect the human factors in the assembly process, which is important for ergonomics …
way to reflect the human factors in the assembly process, which is important for ergonomics …
Multi-attention feature fusion network for accurate estimation of finger kinematics from surface electromyographic signals
Simultaneous and proportional control (SPC) based on surface electromyographic (sEMG)
signals has led to a broad range of applications. However, due to the limitation in the …
signals has led to a broad range of applications. However, due to the limitation in the …
Accurate continuous prediction of 14 degrees of freedom of the hand from myoelectrical signals through convolutive deep learning
Natural control of assistive devices requires continuous positional encoding and decoding of
the user's volition. Human movement is encoded by recruitment and rate coding of spinal …
the user's volition. Human movement is encoded by recruitment and rate coding of spinal …
Continuous estimation of upper limb joint angle from sEMG based on multiple decomposition feature and BiLSTM network
L Wen, J Xu, D Li, X Pei, J Wang - Biomedical Signal Processing and …, 2023 - Elsevier
In human-robot interaction systems oriented to rehabilitation training, surface
electromyogram (sEMG)-based human motion intention recognition has essential …
electromyogram (sEMG)-based human motion intention recognition has essential …
Deep metric learning with locality sensitive mining for self-correcting source separation of neural spiking signals
Automated source separation algorithms have become a central tool in neuroengineering
and neuroscience, where they are used to decompose neurophysiological signal into its …
and neuroscience, where they are used to decompose neurophysiological signal into its …
Fusion inception and transformer network for continuous estimation of finger kinematics from surface electromyography
C Lin, X Zhang - Frontiers in Neurorobotics, 2024 - frontiersin.org
Decoding surface electromyography (sEMG) to recognize human movement intentions
enables us to achieve stable, natural and consistent control in the field of human computer …
enables us to achieve stable, natural and consistent control in the field of human computer …
[HTML][HTML] A Novel TCN-LSTM Hybrid Model for sEMG-Based Continuous Estimation of Wrist Joint Angles
J Du, Z Liu, W Dong, W Zhang, Z Miao - Sensors, 2024 - mdpi.com
Surface electromyography (sEMG) offers a novel method in human–machine interactions
(HMIs) since it is a distinct physiological electrical signal that conceals human movement …
(HMIs) since it is a distinct physiological electrical signal that conceals human movement …