A Case Series in Position-Aware Myoelectric Prosthesis Control Using Recurrent Convolutional Neural Network Classification with Transfer Learning
Position-aware myoelectric prosthesis controllers require long, data-intensive training
routines. Transfer Learning (TL) might reduce training burden. A TL model can be pre …
routines. Transfer Learning (TL) might reduce training burden. A TL model can be pre …
Preliminary evaluation of the effect of mechanotactile feedback location on myoelectric prosthesis performance using a sensorized prosthetic hand
A commonly cited reason for the high abandonment rate of myoelectric prostheses is a lack
of grip force sensory feedback. Researchers have attempted to restore grip force sensory …
of grip force sensory feedback. Researchers have attempted to restore grip force sensory …
A multifaceted suite of metrics for comparative myoelectric prosthesis controller research
Upper limb robotic (myoelectric) prostheses are technologically advanced, but challenging
to use. In response, substantial research is being done to develop person-specific …
to use. In response, substantial research is being done to develop person-specific …
Towards quantifying the sense of agency and its contribution to embodiment of myoelectric prostheses
C Stiegelmar, D Blustein, J Sensinger… - Myoelectric …, 2020 - conferences.lib.unb.ca
Myoelectric technology has the potential to improve prosthetic device functionality. However,
rejection rates remain high, related to lack of sensory feedback and difficult control strategies …
rejection rates remain high, related to lack of sensory feedback and difficult control strategies …
Continually Learned Pavlovian Signalling Without Forgetting for Human-in-the-Loop Robotic Control
ASR Parker, MR Dawson, PM Pilarski - arXiv preprint arXiv:2305.14365, 2023 - arxiv.org
Artificial limbs are sophisticated devices to assist people with tasks of daily living. Despite
advanced robotic prostheses demonstrating similar motion capabilities to biological limbs …
advanced robotic prostheses demonstrating similar motion capabilities to biological limbs …
Position-Aware Control of Myoelectric Prostheses
HE Williams - 2024 - era.library.ualberta.ca
As reported in 2020, millions of individuals worldwide have some form of upper limb
amputation or congenital loss of limb that impedes execution of everyday actions like …
amputation or congenital loss of limb that impedes execution of everyday actions like …
[PDF][PDF] Learning to Partner: Exploring Real-Time Adaptive Feedback via Temporal-Difference Machine Learning for Improved Human-Prosthesis Collaboration
ASR Parker - 2024 - era.library.ualberta.ca
Modern myoelectric artificial limbs are sophisticated devices with many of the degrees of
freedom of biological limbs. These devices have great potential to provide function for …
freedom of biological limbs. These devices have great potential to provide function for …
Development of a Modular Simulated Prosthesis and Evaluation of a Compliant Grip Force Sensor
E Wells, S Carpenter, M Dawson… - Myoelectric …, 2020 - conferences.lib.unb.ca
Grip force sensory feedback is commonly stated as a desirable feature for upper-limb
myoelectric prosthetics. Many techniques for non-invasive grip force feedback are being …
myoelectric prosthetics. Many techniques for non-invasive grip force feedback are being …
A Virtual Reality Training Environment For Myoelectric Prosthesis Grasp Control With Sensory Feedback
M Dumba, M Dawson, G Murgatroyd… - Myoelectric …, 2024 - conferences.lib.unb.ca
Upper limb myoelectric prosthesis control is difficult to learn. Virtual reality has seen
increased deployment in recent years for prosthesis training because it is repeatable …
increased deployment in recent years for prosthesis training because it is repeatable …
DEVELOPMENT AND ASSESSMENT OF AN AUGMENTED REALITY FEEDBACK SYSTEM FOR PROSTHESIS USERS
L Inglis, D Blustein - Myoelectric Controls Symposium, 2024 - conferences.lib.unb.ca
Users of upper limb prostheses face a challenge when attempting to grasp fragile objects
due to an impairment of naturalistic sensory feedback regarding grip strength. Augmented …
due to an impairment of naturalistic sensory feedback regarding grip strength. Augmented …