AI Medical Compendium Topic:
Electromyography

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MoBio: A 5 DOF trans-humeral robotic prosthesis.

IEEE ... International Conference on Rehabilitation Robotics : [proceedings]
In this paper, a 5 DOF trans-humeral robotic prosthesis: MoBio is proposed. MoBio includes 2 DOF at wrist which is rare in other trans-humeral prostheses. Through anthropometric features MoBio prosthetic arm can achieve elbow flexion/extension, forea...

Design of a wearable interface for lightweight robotic arm for people with mobility impairments.

IEEE ... International Conference on Rehabilitation Robotics : [proceedings]
Many common activities of daily living like open a door or fill a glass of water, which most of us take for granted, could be an insuperable problem for people who have limited mobility or impairments. For years the unique alternative to overcame thi...

Learning from demonstration: Teaching a myoelectric prosthesis with an intact limb via reinforcement learning.

IEEE ... International Conference on Rehabilitation Robotics : [proceedings]
Prosthetic arms should restore and extend the capabilities of someone with an amputation. They should move naturally and be able to perform elegant, coordinated movements that approximate those of a biological arm. Despite these objectives, the contr...

Preliminary results toward a naturally controlled multi-synergistic prosthetic hand.

IEEE ... International Conference on Rehabilitation Robotics : [proceedings]
Robotic hands embedding human motor control principles in their mechanical design are getting increasing interest thanks to their simplicity and robustness, combined with good performance. Another key aspect of these hands is that humans can use them...

A learning-based agent for home neurorehabilitation.

IEEE ... International Conference on Rehabilitation Robotics : [proceedings]
This paper presents the iterative development of an artificially intelligent system to promote home-based neurorehabilitation. Although proper, structured practice of rehabilitation exercises at home is the key to successful recovery of motor functio...

Repeatability of grasp recognition for robotic hand prosthesis control based on sEMG data.

IEEE ... International Conference on Rehabilitation Robotics : [proceedings]
Control methods based on sEMG obtained promising results for hand prosthetics. Control system robustness is still often inadequate and does not allow the amputees to perform a large number of movements useful for everyday life. Only few studies analy...

Megane Pro: Myo-electricity, visual and gaze tracking data acquisitions to improve hand prosthetics.

IEEE ... International Conference on Rehabilitation Robotics : [proceedings]
During the past 60 years scientific research proposed many techniques to control robotic hand prostheses with surface electromyography (sEMG). Few of them have been implemented in commercial systems also due to limited robustness that may be improved...

Adaptive learning to speed-up control of prosthetic hands: A few things everybody should know.

IEEE ... International Conference on Rehabilitation Robotics : [proceedings]
Domain adaptation methods have been proposed to reduce the training efforts needed to control an upper-limb prosthesis by adapting well performing models from previous subjects to the new subject. These studies generally reported impressive reduction...

Novel neural interface electrode array for the peripheral nerve.

IEEE ... International Conference on Rehabilitation Robotics : [proceedings]
Peripheral neural interface (PNI) is becoming an essential technology in the field of robotic prosthesis due to its potential for providing bidirectional neural signal communication between the prosthetic arm and the brain. However, current PNIs inef...