Effects of Peripheral Haptic Feedback on Intracortical Brain-Computer Interface Control and Associated Sensory Responses in Motor Cortex.


Journal

IEEE transactions on haptics
ISSN: 2329-4051
Titre abrégé: IEEE Trans Haptics
Pays: United States
ID NLM: 101491191

Informations de publication

Date de publication:
Historique:
pubmed: 13 4 2021
medline: 8 1 2022
entrez: 12 4 2021
Statut: ppublish

Résumé

Intracortical brain-computer interfaces (iBCIs) provide people with paralysis a means to control devices with signals decoded from brain activity. Despite recent impressive advances, these devices still cannot approach able-bodied levels of control. To achieve naturalistic control and improved performance of neural prostheses, iBCIs will likely need to include proprioceptive feedback. With the goal of providing proprioceptive feedback via mechanical haptic stimulation, we aim to understand how haptic stimulation affects motor cortical neurons and ultimately, iBCI control. We provided skin shear haptic stimulation as a substitute for proprioception to the back of the neck of a person with tetraplegia. The neck location was determined via assessment of touch sensitivity using a monofilament test kit. The participant was able to correctly report skin shear at the back of the neck in 8 unique directions with 65% accuracy. We found motor cortical units that exhibited sensory responses to shear stimuli, some of which were strongly tuned to the stimuli and well modeled by cosine-shaped functions. In this article, we also demonstrated online iBCI cursor control with continuous skin-shear feedback driven by decoded command signals. Cursor control performance increased slightly but significantly when the participant was given haptic feedback, compared to the purely visual feedback condition.

Identifiants

pubmed: 33844633
doi: 10.1109/TOH.2021.3072615
pmc: PMC8745032
mid: NIHMS1765513
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S.

Langues

eng

Sous-ensembles de citation

IM

Pagination

762-775

Subventions

Organisme : RRD VA
ID : I50 RX002864
Pays : United States
Organisme : NIDCD NIH HHS
ID : R01 DC014034
Pays : United States
Organisme : RRD VA
ID : I01 RX002295
Pays : United States
Organisme : NINDS NIH HHS
ID : UH2 NS095548
Pays : United States
Organisme : NINDS NIH HHS
ID : U01 NS098968
Pays : United States
Organisme : NIDCD NIH HHS
ID : U01 DC017844
Pays : United States

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