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Current Challenges Facing the Translation of Brain Computer Interfaces from Preclinical Trials to Use in Human Patients

Current research in brain computer interface (BCI) technology is advancing beyond preclinical studies, with trials beginning in human patients. To date, these trials have been carried out with several different types of recording interfaces. The success of these devices has varied widely, but differ...

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Detalles Bibliográficos
Autores principales: Murphy, Maxwell D., Guggenmos, David J., Bundy, David T., Nudo, Randolph J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4702293/
https://www.ncbi.nlm.nih.gov/pubmed/26778962
http://dx.doi.org/10.3389/fncel.2015.00497
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author Murphy, Maxwell D.
Guggenmos, David J.
Bundy, David T.
Nudo, Randolph J.
author_facet Murphy, Maxwell D.
Guggenmos, David J.
Bundy, David T.
Nudo, Randolph J.
author_sort Murphy, Maxwell D.
collection PubMed
description Current research in brain computer interface (BCI) technology is advancing beyond preclinical studies, with trials beginning in human patients. To date, these trials have been carried out with several different types of recording interfaces. The success of these devices has varied widely, but different factors such as the level of invasiveness, timescale of recorded information, and ability to maintain stable functionality of the device over a long period of time all must be considered in addition to accuracy in decoding intent when assessing the most practical type of device moving forward. Here, we discuss various approaches to BCIs, distinguishing between devices focusing on control of operations extrinsic to the subject (e.g., prosthetic limbs, computer cursors) and those focusing on control of operations intrinsic to the brain (e.g., using stimulation or external feedback), including closed-loop or adaptive devices. In this discussion, we consider the current challenges facing the translation of various types of BCI technology to eventual human application.
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spelling pubmed-47022932016-01-15 Current Challenges Facing the Translation of Brain Computer Interfaces from Preclinical Trials to Use in Human Patients Murphy, Maxwell D. Guggenmos, David J. Bundy, David T. Nudo, Randolph J. Front Cell Neurosci Neuroscience Current research in brain computer interface (BCI) technology is advancing beyond preclinical studies, with trials beginning in human patients. To date, these trials have been carried out with several different types of recording interfaces. The success of these devices has varied widely, but different factors such as the level of invasiveness, timescale of recorded information, and ability to maintain stable functionality of the device over a long period of time all must be considered in addition to accuracy in decoding intent when assessing the most practical type of device moving forward. Here, we discuss various approaches to BCIs, distinguishing between devices focusing on control of operations extrinsic to the subject (e.g., prosthetic limbs, computer cursors) and those focusing on control of operations intrinsic to the brain (e.g., using stimulation or external feedback), including closed-loop or adaptive devices. In this discussion, we consider the current challenges facing the translation of various types of BCI technology to eventual human application. Frontiers Media S.A. 2016-01-06 /pmc/articles/PMC4702293/ /pubmed/26778962 http://dx.doi.org/10.3389/fncel.2015.00497 Text en Copyright © 2016 Murphy, Guggenmos, Bundy and Nudo. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution and reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Murphy, Maxwell D.
Guggenmos, David J.
Bundy, David T.
Nudo, Randolph J.
Current Challenges Facing the Translation of Brain Computer Interfaces from Preclinical Trials to Use in Human Patients
title Current Challenges Facing the Translation of Brain Computer Interfaces from Preclinical Trials to Use in Human Patients
title_full Current Challenges Facing the Translation of Brain Computer Interfaces from Preclinical Trials to Use in Human Patients
title_fullStr Current Challenges Facing the Translation of Brain Computer Interfaces from Preclinical Trials to Use in Human Patients
title_full_unstemmed Current Challenges Facing the Translation of Brain Computer Interfaces from Preclinical Trials to Use in Human Patients
title_short Current Challenges Facing the Translation of Brain Computer Interfaces from Preclinical Trials to Use in Human Patients
title_sort current challenges facing the translation of brain computer interfaces from preclinical trials to use in human patients
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4702293/
https://www.ncbi.nlm.nih.gov/pubmed/26778962
http://dx.doi.org/10.3389/fncel.2015.00497
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