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Artificial tactile and proprioceptive feedback improves performance and confidence on object identification tasks

Somatosensory feedback of the hand is essential for object identification. Without somatosensory feedback, individuals cannot reliably determine the size or compliance of an object. Electrical nerve stimulation can restore localized tactile and proprioceptive feedback with intensity discrimination c...

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Autores principales: Schiefer, Matthew A., Graczyk, Emily L., Sidik, Steven M., Tan, Daniel W., Tyler, Dustin J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6281191/
https://www.ncbi.nlm.nih.gov/pubmed/30517154
http://dx.doi.org/10.1371/journal.pone.0207659
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author Schiefer, Matthew A.
Graczyk, Emily L.
Sidik, Steven M.
Tan, Daniel W.
Tyler, Dustin J.
author_facet Schiefer, Matthew A.
Graczyk, Emily L.
Sidik, Steven M.
Tan, Daniel W.
Tyler, Dustin J.
author_sort Schiefer, Matthew A.
collection PubMed
description Somatosensory feedback of the hand is essential for object identification. Without somatosensory feedback, individuals cannot reliably determine the size or compliance of an object. Electrical nerve stimulation can restore localized tactile and proprioceptive feedback with intensity discrimination capability similar to natural sensation. We hypothesized that adding artificial somatosensation improves object recognition accuracy when using a prosthesis. To test this hypothesis, we provided different forms of sensory feedback–tactile, proprioceptive, or both–to two subjects with upper limb loss. The subjects were asked to identify the size or mechanical compliance of different foam blocks placed in the prosthetic hand while visually and audibly blinded. During trials, we did not inform the subjects of their performance, but did ask them about their confidence in correctly identifying objects. Finally, we recorded applied pressures during object interaction. Subjects were free to use any strategy they chose to examine the objects. Object identification was most accurate with both tactile and proprioceptive feedback. The relative importance of each type of feedback, however, depended on object characteristics and task. Sensory feedback increased subject confidence and was directly correlated with accuracy. Subjects applied less pressure to the objects when they had tactile pressure feedback. Artificial somatosensory feedback improves object recognition and the relative importance of tactile versus proprioceptive feedback depends on the test set. We believe this test battery provides an effective means to assess the impact of sensory restoration and the relative contribution of different forms of feedback (tactile vs. kinesthetic) within the neurorehabilitation field.
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spelling pubmed-62811912018-12-20 Artificial tactile and proprioceptive feedback improves performance and confidence on object identification tasks Schiefer, Matthew A. Graczyk, Emily L. Sidik, Steven M. Tan, Daniel W. Tyler, Dustin J. PLoS One Research Article Somatosensory feedback of the hand is essential for object identification. Without somatosensory feedback, individuals cannot reliably determine the size or compliance of an object. Electrical nerve stimulation can restore localized tactile and proprioceptive feedback with intensity discrimination capability similar to natural sensation. We hypothesized that adding artificial somatosensation improves object recognition accuracy when using a prosthesis. To test this hypothesis, we provided different forms of sensory feedback–tactile, proprioceptive, or both–to two subjects with upper limb loss. The subjects were asked to identify the size or mechanical compliance of different foam blocks placed in the prosthetic hand while visually and audibly blinded. During trials, we did not inform the subjects of their performance, but did ask them about their confidence in correctly identifying objects. Finally, we recorded applied pressures during object interaction. Subjects were free to use any strategy they chose to examine the objects. Object identification was most accurate with both tactile and proprioceptive feedback. The relative importance of each type of feedback, however, depended on object characteristics and task. Sensory feedback increased subject confidence and was directly correlated with accuracy. Subjects applied less pressure to the objects when they had tactile pressure feedback. Artificial somatosensory feedback improves object recognition and the relative importance of tactile versus proprioceptive feedback depends on the test set. We believe this test battery provides an effective means to assess the impact of sensory restoration and the relative contribution of different forms of feedback (tactile vs. kinesthetic) within the neurorehabilitation field. Public Library of Science 2018-12-05 /pmc/articles/PMC6281191/ /pubmed/30517154 http://dx.doi.org/10.1371/journal.pone.0207659 Text en https://creativecommons.org/publicdomain/zero/1.0/ This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 (https://creativecommons.org/publicdomain/zero/1.0/) public domain dedication.
spellingShingle Research Article
Schiefer, Matthew A.
Graczyk, Emily L.
Sidik, Steven M.
Tan, Daniel W.
Tyler, Dustin J.
Artificial tactile and proprioceptive feedback improves performance and confidence on object identification tasks
title Artificial tactile and proprioceptive feedback improves performance and confidence on object identification tasks
title_full Artificial tactile and proprioceptive feedback improves performance and confidence on object identification tasks
title_fullStr Artificial tactile and proprioceptive feedback improves performance and confidence on object identification tasks
title_full_unstemmed Artificial tactile and proprioceptive feedback improves performance and confidence on object identification tasks
title_short Artificial tactile and proprioceptive feedback improves performance and confidence on object identification tasks
title_sort artificial tactile and proprioceptive feedback improves performance and confidence on object identification tasks
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6281191/
https://www.ncbi.nlm.nih.gov/pubmed/30517154
http://dx.doi.org/10.1371/journal.pone.0207659
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