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Benchtop and bedside validation of a low-cost programmable cortical stimulator in a testbed for bi-directional brain-computer-interface research

INTRODUCTION: Bi-directional brain-computer interfaces (BD-BCI) to restore movement and sensation must achieve concurrent operation of recording and decoding of motor commands from the brain and stimulating the brain with somatosensory feedback. METHODS: A custom programmable direct cortical stimula...

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Autores principales: Sohn, Won Joon, Lim, Jeffrey, Wang, Po T., Pu, Haoran, Malekzadeh-Arasteh, Omid, Shaw, Susan J., Armacost, Michelle, Gong, Hui, Kellis, Spencer, Andersen, Richard A., Liu, Charles Y., Heydari, Payam, Nenadic, Zoran, Do, An H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9878125/
https://www.ncbi.nlm.nih.gov/pubmed/36711153
http://dx.doi.org/10.3389/fnins.2022.1075971
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author Sohn, Won Joon
Lim, Jeffrey
Wang, Po T.
Pu, Haoran
Malekzadeh-Arasteh, Omid
Shaw, Susan J.
Armacost, Michelle
Gong, Hui
Kellis, Spencer
Andersen, Richard A.
Liu, Charles Y.
Heydari, Payam
Nenadic, Zoran
Do, An H.
author_facet Sohn, Won Joon
Lim, Jeffrey
Wang, Po T.
Pu, Haoran
Malekzadeh-Arasteh, Omid
Shaw, Susan J.
Armacost, Michelle
Gong, Hui
Kellis, Spencer
Andersen, Richard A.
Liu, Charles Y.
Heydari, Payam
Nenadic, Zoran
Do, An H.
author_sort Sohn, Won Joon
collection PubMed
description INTRODUCTION: Bi-directional brain-computer interfaces (BD-BCI) to restore movement and sensation must achieve concurrent operation of recording and decoding of motor commands from the brain and stimulating the brain with somatosensory feedback. METHODS: A custom programmable direct cortical stimulator (DCS) capable of eliciting artificial sensorimotor response was integrated into an embedded BCI system to form a safe, independent, wireless, and battery powered testbed to explore BD-BCI concepts at a low cost. The BD-BCI stimulator output was tested in phantom brain tissue by assessing its ability to deliver electrical stimulation equivalent to an FDA-approved commercial electrical cortical stimulator. Subsequently, the stimulator was tested in an epilepsy patient with subcortical electrocorticographic (ECoG) implants covering the sensorimotor cortex to assess its ability to elicit equivalent responses as the FDA-approved counterpart. Additional safety features (impedance monitoring, artifact mitigation, and passive and active charge balancing mechanisms) were also implemeneted and tested in phantom brain tissue. Finally, concurrent operation with interleaved stimulation and BCI decoding was tested in a phantom brain as a proof-of-concept operation of BD-BCI system. RESULTS: The benchtop prototype BD-BCI stimulator's basic output features (current amplitude, pulse frequency, pulse width, train duration) were validated by demonstrating the output-equivalency to an FDA-approved commercial cortical electrical stimulator (R(2) > 0.99). Charge-neutral stimulation was demonstrated with pulse-width modulation-based correction algorithm preventing steady state voltage deviation. Artifact mitigation achieved a 64.5% peak voltage reduction. Highly accurate impedance monitoring was achieved with R(2) > 0.99 between measured and actual impedance, which in-turn enabled accurate charge density monitoring. An online BCI decoding accuracy of 93.2% between instructional cues and decoded states was achieved while delivering interleaved stimulation. The brain stimulation mapping via ECoG grids in an epilepsy patient showed that the two stimulators elicit equivalent responses. SIGNIFICANCE: This study demonstrates clinical validation of a fully-programmable electrical stimulator, integrated into an embedded BCI system. This low-cost BD-BCI system is safe and readily applicable as a testbed for BD-BCI research. In particular, it provides an all-inclusive hardware platform that approximates the limitations in a near-future implantable BD-BCI. This successful benchtop/human validation of the programmable electrical stimulator in a BD-BCI system is a critical milestone toward fully-implantable BD-BCI systems.
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spelling pubmed-98781252023-01-27 Benchtop and bedside validation of a low-cost programmable cortical stimulator in a testbed for bi-directional brain-computer-interface research Sohn, Won Joon Lim, Jeffrey Wang, Po T. Pu, Haoran Malekzadeh-Arasteh, Omid Shaw, Susan J. Armacost, Michelle Gong, Hui Kellis, Spencer Andersen, Richard A. Liu, Charles Y. Heydari, Payam Nenadic, Zoran Do, An H. Front Neurosci Neuroscience INTRODUCTION: Bi-directional brain-computer interfaces (BD-BCI) to restore movement and sensation must achieve concurrent operation of recording and decoding of motor commands from the brain and stimulating the brain with somatosensory feedback. METHODS: A custom programmable direct cortical stimulator (DCS) capable of eliciting artificial sensorimotor response was integrated into an embedded BCI system to form a safe, independent, wireless, and battery powered testbed to explore BD-BCI concepts at a low cost. The BD-BCI stimulator output was tested in phantom brain tissue by assessing its ability to deliver electrical stimulation equivalent to an FDA-approved commercial electrical cortical stimulator. Subsequently, the stimulator was tested in an epilepsy patient with subcortical electrocorticographic (ECoG) implants covering the sensorimotor cortex to assess its ability to elicit equivalent responses as the FDA-approved counterpart. Additional safety features (impedance monitoring, artifact mitigation, and passive and active charge balancing mechanisms) were also implemeneted and tested in phantom brain tissue. Finally, concurrent operation with interleaved stimulation and BCI decoding was tested in a phantom brain as a proof-of-concept operation of BD-BCI system. RESULTS: The benchtop prototype BD-BCI stimulator's basic output features (current amplitude, pulse frequency, pulse width, train duration) were validated by demonstrating the output-equivalency to an FDA-approved commercial cortical electrical stimulator (R(2) > 0.99). Charge-neutral stimulation was demonstrated with pulse-width modulation-based correction algorithm preventing steady state voltage deviation. Artifact mitigation achieved a 64.5% peak voltage reduction. Highly accurate impedance monitoring was achieved with R(2) > 0.99 between measured and actual impedance, which in-turn enabled accurate charge density monitoring. An online BCI decoding accuracy of 93.2% between instructional cues and decoded states was achieved while delivering interleaved stimulation. The brain stimulation mapping via ECoG grids in an epilepsy patient showed that the two stimulators elicit equivalent responses. SIGNIFICANCE: This study demonstrates clinical validation of a fully-programmable electrical stimulator, integrated into an embedded BCI system. This low-cost BD-BCI system is safe and readily applicable as a testbed for BD-BCI research. In particular, it provides an all-inclusive hardware platform that approximates the limitations in a near-future implantable BD-BCI. This successful benchtop/human validation of the programmable electrical stimulator in a BD-BCI system is a critical milestone toward fully-implantable BD-BCI systems. Frontiers Media S.A. 2023-01-12 /pmc/articles/PMC9878125/ /pubmed/36711153 http://dx.doi.org/10.3389/fnins.2022.1075971 Text en Copyright © 2023 Sohn, Lim, Wang, Pu, Malekzadeh-Arasteh, Shaw, Armacost, Gong, Kellis, Andersen, Liu, Heydari, Nenadic and Do. https://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 or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) 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
Sohn, Won Joon
Lim, Jeffrey
Wang, Po T.
Pu, Haoran
Malekzadeh-Arasteh, Omid
Shaw, Susan J.
Armacost, Michelle
Gong, Hui
Kellis, Spencer
Andersen, Richard A.
Liu, Charles Y.
Heydari, Payam
Nenadic, Zoran
Do, An H.
Benchtop and bedside validation of a low-cost programmable cortical stimulator in a testbed for bi-directional brain-computer-interface research
title Benchtop and bedside validation of a low-cost programmable cortical stimulator in a testbed for bi-directional brain-computer-interface research
title_full Benchtop and bedside validation of a low-cost programmable cortical stimulator in a testbed for bi-directional brain-computer-interface research
title_fullStr Benchtop and bedside validation of a low-cost programmable cortical stimulator in a testbed for bi-directional brain-computer-interface research
title_full_unstemmed Benchtop and bedside validation of a low-cost programmable cortical stimulator in a testbed for bi-directional brain-computer-interface research
title_short Benchtop and bedside validation of a low-cost programmable cortical stimulator in a testbed for bi-directional brain-computer-interface research
title_sort benchtop and bedside validation of a low-cost programmable cortical stimulator in a testbed for bi-directional brain-computer-interface research
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9878125/
https://www.ncbi.nlm.nih.gov/pubmed/36711153
http://dx.doi.org/10.3389/fnins.2022.1075971
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