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Biomimetic Multi-channel Microstimulation of Somatosensory Cortex Conveys High Resolution Force Feedback for Bionic Hands

Charles M. Greenspon, View ORCID ProfileGiacomo Valle, Taylor G. Hobbs, Ceci Verbaarschot, Thierri Callier, Natalya D. Shelchkova, Anton R. Sobinov, Patrick M. Jordan, View ORCID ProfileJeffrey M. Weiss, Emily E. Fitzgerald, Dillan Prasad, Ashley van Driesche, Ray C. Lee, David Satzer, Jorge Gonzalez-Martinez, Peter C. Warnke, Lee E. Miller, Michael L. Boninger, View ORCID ProfileJennifer L. Collinger, Robert A. Gaunt, John E. Downey, Nicholas G. Hatsopoulos, View ORCID ProfileSliman J. Bensmaia
doi: https://doi.org/10.1101/2023.02.18.528972
Charles M. Greenspon
1Department of Organismal Biology and Anatomy, University of Chicago, Chicago, IL
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Giacomo Valle
1Department of Organismal Biology and Anatomy, University of Chicago, Chicago, IL
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Taylor G. Hobbs
2Rehab Neural Engineering Labs, University of Pittsburgh, Pittsburgh, PA
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Ceci Verbaarschot
2Rehab Neural Engineering Labs, University of Pittsburgh, Pittsburgh, PA
3Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA
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Thierri Callier
4Committee on Computational Neuroscience, University of Chicago, Chicago, IL
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Natalya D. Shelchkova
4Committee on Computational Neuroscience, University of Chicago, Chicago, IL
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Anton R. Sobinov
1Department of Organismal Biology and Anatomy, University of Chicago, Chicago, IL
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Patrick M. Jordan
1Department of Organismal Biology and Anatomy, University of Chicago, Chicago, IL
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Jeffrey M. Weiss
2Rehab Neural Engineering Labs, University of Pittsburgh, Pittsburgh, PA
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  • ORCID record for Jeffrey M. Weiss
Emily E. Fitzgerald
1Department of Organismal Biology and Anatomy, University of Chicago, Chicago, IL
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Dillan Prasad
1Department of Organismal Biology and Anatomy, University of Chicago, Chicago, IL
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Ashley van Driesche
1Department of Organismal Biology and Anatomy, University of Chicago, Chicago, IL
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Ray C. Lee
5Schwab Rehabilitation Hospital, Chicago, IL
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David Satzer
6Department of Neurological Surgery, University of Chicago, Chicago, IL
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Jorge Gonzalez-Martinez
7Department of Neurosurgery, University of Pittsburgh, Pittsburgh, PA
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Peter C. Warnke
6Department of Neurological Surgery, University of Chicago, Chicago, IL
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Lee E. Miller
8Department of Neuroscience, Northwestern University, Chicago, IL
9Department of Biomedical Engineering, Northwestern University, Evanston, IL
10Department of Physical Medicine and Rehabilitation, Northwestern University, Chicago, IL
11Shirley Ryan Ability Lab, Chicago, IL
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Michael L. Boninger
2Rehab Neural Engineering Labs, University of Pittsburgh, Pittsburgh, PA
3Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA
12Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA
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Jennifer L. Collinger
2Rehab Neural Engineering Labs, University of Pittsburgh, Pittsburgh, PA
3Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA
12Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA
13Department of Biomedical Engineering, Carnegie Mellon University, Pittsburgh, PA
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Robert A. Gaunt
2Rehab Neural Engineering Labs, University of Pittsburgh, Pittsburgh, PA
3Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA
12Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA
13Department of Biomedical Engineering, Carnegie Mellon University, Pittsburgh, PA
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John E. Downey
1Department of Organismal Biology and Anatomy, University of Chicago, Chicago, IL
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Nicholas G. Hatsopoulos
1Department of Organismal Biology and Anatomy, University of Chicago, Chicago, IL
3Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA
14Neuroscience Institute, University of Chicago, Chicago, IL
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Sliman J. Bensmaia
1Department of Organismal Biology and Anatomy, University of Chicago, Chicago, IL
3Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA
14Neuroscience Institute, University of Chicago, Chicago, IL
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  • For correspondence: sliman@uchicago.edu
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Abstract

Manual interactions with objects are supported by tactile signals from the hand. This tactile feedback can be restored in brain-controlled bionic hands via intracortical microstimulation (ICMS) of somatosensory cortex (S1). In ICMS-based tactile feedback, contact force can be signaled by modulating the stimulation intensity based on the output of force sensors on the bionic hand, which in turn modulates the perceived magnitude of the sensation. In the present study, we gauged the dynamic range and precision of ICMS-based force feedback in three human participants implanted with arrays of microelectrodes in S1. To this end, we measured the increases in sensation magnitude resulting from increases in ICMS amplitude and participant’s ability to distinguish between different intensity levels. We then assessed whether we could improve the fidelity of this feedback by implementing “biomimetic” ICMS-trains, designed to evoke patterns of neuronal activity that more closely mimic those in natural touch, and by delivering ICMS through multiple channels at once. We found that multi-channel biomimetic ICMS gives rise to stronger and more distinguishable sensations than does its single-channel counterpart. We conclude that multi-channel biomimetic ICMS conveys finely graded force feedback that more closely approximates the sensitivity conferred by natural touch.

Competing Interest Statement

NH and RG serve as consultants for Blackrock Neurotech, Inc. RG is also on the scientific advisory boards of Braingrade GmbH and Neurowired LLC. MB, JC, and RG receive research funding from Blackrock Neurotech, Inc. though that funding did not support the work presented here.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted February 18, 2023.
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Biomimetic Multi-channel Microstimulation of Somatosensory Cortex Conveys High Resolution Force Feedback for Bionic Hands
Charles M. Greenspon, Giacomo Valle, Taylor G. Hobbs, Ceci Verbaarschot, Thierri Callier, Natalya D. Shelchkova, Anton R. Sobinov, Patrick M. Jordan, Jeffrey M. Weiss, Emily E. Fitzgerald, Dillan Prasad, Ashley van Driesche, Ray C. Lee, David Satzer, Jorge Gonzalez-Martinez, Peter C. Warnke, Lee E. Miller, Michael L. Boninger, Jennifer L. Collinger, Robert A. Gaunt, John E. Downey, Nicholas G. Hatsopoulos, Sliman J. Bensmaia
bioRxiv 2023.02.18.528972; doi: https://doi.org/10.1101/2023.02.18.528972
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Biomimetic Multi-channel Microstimulation of Somatosensory Cortex Conveys High Resolution Force Feedback for Bionic Hands
Charles M. Greenspon, Giacomo Valle, Taylor G. Hobbs, Ceci Verbaarschot, Thierri Callier, Natalya D. Shelchkova, Anton R. Sobinov, Patrick M. Jordan, Jeffrey M. Weiss, Emily E. Fitzgerald, Dillan Prasad, Ashley van Driesche, Ray C. Lee, David Satzer, Jorge Gonzalez-Martinez, Peter C. Warnke, Lee E. Miller, Michael L. Boninger, Jennifer L. Collinger, Robert A. Gaunt, John E. Downey, Nicholas G. Hatsopoulos, Sliman J. Bensmaia
bioRxiv 2023.02.18.528972; doi: https://doi.org/10.1101/2023.02.18.528972

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