Biomimetic multi-channel microstimulation of somatosensory cortex conveys high resolution force feedback for bionic hands.


Journal

bioRxiv : the preprint server for biology
Titre abrégé: bioRxiv
Pays: United States
ID NLM: 101680187

Informations de publication

Date de publication:
12 Jul 2023
Historique:
pubmed: 25 2 2023
medline: 25 2 2023
entrez: 24 2 2023
Statut: epublish

Résumé

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. Finally, we implemented biomimetic multi-channel feedback in a bionic hand and had the participant perform a compliance discrimination task. We found that biomimetic multi-channel tactile feedback yielded improved discrimination over its single-channel linear counterpart. We conclude that multi-channel biomimetic ICMS conveys finely graded force feedback that more closely approximates the sensitivity conferred by natural touch.

Identifiants

pubmed: 36824713
doi: 10.1101/2023.02.18.528972
pmc: PMC9949113
pii:
doi:

Types de publication

Preprint

Langues

eng

Subventions

Organisme : NINDS NIH HHS
ID : R35 NS122333
Pays : United States
Organisme : NINDS NIH HHS
ID : UH3 NS107714
Pays : United States

Auteurs

Charles M Greenspon (CM)

Department of Organismal Biology and Anatomy, University of Chicago, Chicago, IL.

Giacomo Valle (G)

Department of Organismal Biology and Anatomy, University of Chicago, Chicago, IL.

Taylor G Hobbs (TG)

Rehab Neural Engineering Labs, University of Pittsburgh, Pittsburgh, PA.

Ceci Verbaarschot (C)

Rehab Neural Engineering Labs, University of Pittsburgh, Pittsburgh, PA.
Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA.

Thierri Callier (T)

Committee on Computational Neuroscience, University of Chicago, Chicago, IL.

Elizaveta V Okorokova (EV)

Committee on Computational Neuroscience, University of Chicago, Chicago, IL.

Natalya D Shelchkova (ND)

Committee on Computational Neuroscience, University of Chicago, Chicago, IL.

Anton R Sobinov (AR)

Department of Organismal Biology and Anatomy, University of Chicago, Chicago, IL.

Patrick M Jordan (PM)

Department of Organismal Biology and Anatomy, University of Chicago, Chicago, IL.

Jeffrey M Weiss (JM)

Rehab Neural Engineering Labs, University of Pittsburgh, Pittsburgh, PA.

Emily E Fitzgerald (EE)

Department of Organismal Biology and Anatomy, University of Chicago, Chicago, IL.

Dillan Prasad (D)

Department of Organismal Biology and Anatomy, University of Chicago, Chicago, IL.

Ashley van Driesche (A)

Department of Organismal Biology and Anatomy, University of Chicago, Chicago, IL.

Ray C Lee (RC)

Schwab Rehabilitation Hospital, Chicago, IL.

David Satzer (D)

Department of Neurological Surgery, University of Chicago, Chicago, IL.

Jorge Gonzalez-Martinez (J)

Department of Neurosurgery, University of Pittsburgh, Pittsburgh, PA.

Peter C Warnke (PC)

Department of Neurological Surgery, University of Chicago, Chicago, IL.

Lee E Miller (LE)

Department of Neuroscience, Northwestern University, Chicago, IL.
Department of Biomedical Engineering, Northwestern University, Evanston, IL.
Department of Physical Medicine and Rehabilitation, Northwestern University, Chicago, IL.
Shirley Ryan Ability Lab, Chicago, IL.

Michael L Boninger (ML)

Rehab Neural Engineering Labs, University of Pittsburgh, Pittsburgh, PA.
Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA.
Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA.

Jennifer L Collinger (JL)

Rehab Neural Engineering Labs, University of Pittsburgh, Pittsburgh, PA.
Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA.
Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA.
Department of Biomedical Engineering, Carnegie Mellon University, Pittsburgh, PA.

Robert A Gaunt (RA)

Rehab Neural Engineering Labs, University of Pittsburgh, Pittsburgh, PA.
Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA.
Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA.
Department of Biomedical Engineering, Carnegie Mellon University, Pittsburgh, PA.

John E Downey (JE)

Department of Organismal Biology and Anatomy, University of Chicago, Chicago, IL.

Nicholas G Hatsopoulos (NG)

Department of Organismal Biology and Anatomy, University of Chicago, Chicago, IL.
Committee on Computational Neuroscience, University of Chicago, Chicago, IL.
Neuroscience Institute, University of Chicago, Chicago, IL.

Sliman J Bensmaia (SJ)

Department of Organismal Biology and Anatomy, University of Chicago, Chicago, IL.
Committee on Computational Neuroscience, University of Chicago, Chicago, IL.
Neuroscience Institute, University of Chicago, Chicago, IL.

Classifications MeSH