Epidural electrocorticography of phantom hand movement following long-term upper-limb amputation

Introduction: Prostheses for upper-limb amputees are currently controlled by either myoelectric or peripheral neural signals. Performance and dexterity of these devices is still limited, particularly when it comes to controlling hand function. Movement-related brain activity might serve as a complem...

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Main Author: Alireza eGharabaghi
Format: Article
Language:English
Published: Frontiers Media S.A. 2014-05-01
Series:Frontiers in Human Neuroscience
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fnhum.2014.00285/full
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spelling doaj-521baedea92249ba9840d1fccbb08a2f2020-11-25T03:46:32ZengFrontiers Media S.A.Frontiers in Human Neuroscience1662-51612014-05-01810.3389/fnhum.2014.0028579723Epidural electrocorticography of phantom hand movement following long-term upper-limb amputationAlireza eGharabaghi0Functional and Restorative NeurosurgeryIntroduction: Prostheses for upper-limb amputees are currently controlled by either myoelectric or peripheral neural signals. Performance and dexterity of these devices is still limited, particularly when it comes to controlling hand function. Movement-related brain activity might serve as a complementary bio-signal for motor control of hand prosthesis. <br/><br/>Methods: We introduced a methodology to implant a cortical interface without direct exposure of the brain surface in an upper-limb amputee. This bi-directional interface enabled us to explore the cortical physiology following long-term transhumeral amputation. In addition, we investigated neurofeedback of electrocorticographic brain activity related to the patient’s motor imagery to open his missing hand, i.e. phantom hand movement, for real-time control of a virtual hand prosthesis.<br/><br/>Results: Both event-related brain potentials and cortical stimulation revealed mutually overlapping cortical representations of the phantom hand. Phantom hand movements could be robustly classified and the patient required only three training sessions to gain reliable control of the virtual hand prosthesis in an online closed-loop paradigm that discriminated between hand opening and rest. <br/><br/>Conclusion: Epidural implants may constitute a powerful and safe alternative communication pathway between the brain and external devices for upper-limb amputees, thereby facilitating the integrated use of different signal sources for more intuitive and specific control of multi-functional devices in clinical use.<br/>http://journal.frontiersin.org/Journal/10.3389/fnhum.2014.00285/fullNeurofeedbackNeurorehabilitationelectrocorticographyBrain-computer interfacebrain-machine interfaceNeural Prosthesis
collection DOAJ
language English
format Article
sources DOAJ
author Alireza eGharabaghi
spellingShingle Alireza eGharabaghi
Epidural electrocorticography of phantom hand movement following long-term upper-limb amputation
Frontiers in Human Neuroscience
Neurofeedback
Neurorehabilitation
electrocorticography
Brain-computer interface
brain-machine interface
Neural Prosthesis
author_facet Alireza eGharabaghi
author_sort Alireza eGharabaghi
title Epidural electrocorticography of phantom hand movement following long-term upper-limb amputation
title_short Epidural electrocorticography of phantom hand movement following long-term upper-limb amputation
title_full Epidural electrocorticography of phantom hand movement following long-term upper-limb amputation
title_fullStr Epidural electrocorticography of phantom hand movement following long-term upper-limb amputation
title_full_unstemmed Epidural electrocorticography of phantom hand movement following long-term upper-limb amputation
title_sort epidural electrocorticography of phantom hand movement following long-term upper-limb amputation
publisher Frontiers Media S.A.
series Frontiers in Human Neuroscience
issn 1662-5161
publishDate 2014-05-01
description Introduction: Prostheses for upper-limb amputees are currently controlled by either myoelectric or peripheral neural signals. Performance and dexterity of these devices is still limited, particularly when it comes to controlling hand function. Movement-related brain activity might serve as a complementary bio-signal for motor control of hand prosthesis. <br/><br/>Methods: We introduced a methodology to implant a cortical interface without direct exposure of the brain surface in an upper-limb amputee. This bi-directional interface enabled us to explore the cortical physiology following long-term transhumeral amputation. In addition, we investigated neurofeedback of electrocorticographic brain activity related to the patient’s motor imagery to open his missing hand, i.e. phantom hand movement, for real-time control of a virtual hand prosthesis.<br/><br/>Results: Both event-related brain potentials and cortical stimulation revealed mutually overlapping cortical representations of the phantom hand. Phantom hand movements could be robustly classified and the patient required only three training sessions to gain reliable control of the virtual hand prosthesis in an online closed-loop paradigm that discriminated between hand opening and rest. <br/><br/>Conclusion: Epidural implants may constitute a powerful and safe alternative communication pathway between the brain and external devices for upper-limb amputees, thereby facilitating the integrated use of different signal sources for more intuitive and specific control of multi-functional devices in clinical use.<br/>
topic Neurofeedback
Neurorehabilitation
electrocorticography
Brain-computer interface
brain-machine interface
Neural Prosthesis
url http://journal.frontiersin.org/Journal/10.3389/fnhum.2014.00285/full
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