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Neuromorphic Vibrotactile Stimulation of Fingertips for Encoding Object Stiffness in Telepresence Sensory Substitution and Augmentation Applications

We present a tactile telepresence system for real-time transmission of information about object stiffness to the human fingertips. Experimental tests were performed across two laboratories (Italy and Ireland). In the Italian laboratory, a mechatronic sensing platform indented different rubber sample...

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Autores principales: Sorgini, Francesca, Massari, Luca, D’Abbraccio, Jessica, Palermo, Eduardo, Menciassi, Arianna, Petrovic, Petar B., Mazzoni, Alberto, Carrozza, Maria Chiara, Newell, Fiona N., Oddo, Calogero M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5795525/
https://www.ncbi.nlm.nih.gov/pubmed/29342076
http://dx.doi.org/10.3390/s18010261
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author Sorgini, Francesca
Massari, Luca
D’Abbraccio, Jessica
Palermo, Eduardo
Menciassi, Arianna
Petrovic, Petar B.
Mazzoni, Alberto
Carrozza, Maria Chiara
Newell, Fiona N.
Oddo, Calogero M.
author_facet Sorgini, Francesca
Massari, Luca
D’Abbraccio, Jessica
Palermo, Eduardo
Menciassi, Arianna
Petrovic, Petar B.
Mazzoni, Alberto
Carrozza, Maria Chiara
Newell, Fiona N.
Oddo, Calogero M.
author_sort Sorgini, Francesca
collection PubMed
description We present a tactile telepresence system for real-time transmission of information about object stiffness to the human fingertips. Experimental tests were performed across two laboratories (Italy and Ireland). In the Italian laboratory, a mechatronic sensing platform indented different rubber samples. Information about rubber stiffness was converted into on-off events using a neuronal spiking model and sent to a vibrotactile glove in the Irish laboratory. Participants discriminated the variation of the stiffness of stimuli according to a two-alternative forced choice protocol. Stiffness discrimination was based on the variation of the temporal pattern of spikes generated during the indentation of the rubber samples. The results suggest that vibrotactile stimulation can effectively simulate surface stiffness when using neuronal spiking models to trigger vibrations in the haptic interface. Specifically, fractional variations of stiffness down to 0.67 were significantly discriminated with the developed neuromorphic haptic interface. This is a performance comparable, though slightly worse, to the threshold obtained in a benchmark experiment evaluating the same set of stimuli naturally with the own hand. Our paper presents a bioinspired method for delivering sensory feedback about object properties to human skin based on contingency–mimetic neuronal models, and can be useful for the design of high performance haptic devices.
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spelling pubmed-57955252018-02-13 Neuromorphic Vibrotactile Stimulation of Fingertips for Encoding Object Stiffness in Telepresence Sensory Substitution and Augmentation Applications Sorgini, Francesca Massari, Luca D’Abbraccio, Jessica Palermo, Eduardo Menciassi, Arianna Petrovic, Petar B. Mazzoni, Alberto Carrozza, Maria Chiara Newell, Fiona N. Oddo, Calogero M. Sensors (Basel) Article We present a tactile telepresence system for real-time transmission of information about object stiffness to the human fingertips. Experimental tests were performed across two laboratories (Italy and Ireland). In the Italian laboratory, a mechatronic sensing platform indented different rubber samples. Information about rubber stiffness was converted into on-off events using a neuronal spiking model and sent to a vibrotactile glove in the Irish laboratory. Participants discriminated the variation of the stiffness of stimuli according to a two-alternative forced choice protocol. Stiffness discrimination was based on the variation of the temporal pattern of spikes generated during the indentation of the rubber samples. The results suggest that vibrotactile stimulation can effectively simulate surface stiffness when using neuronal spiking models to trigger vibrations in the haptic interface. Specifically, fractional variations of stiffness down to 0.67 were significantly discriminated with the developed neuromorphic haptic interface. This is a performance comparable, though slightly worse, to the threshold obtained in a benchmark experiment evaluating the same set of stimuli naturally with the own hand. Our paper presents a bioinspired method for delivering sensory feedback about object properties to human skin based on contingency–mimetic neuronal models, and can be useful for the design of high performance haptic devices. MDPI 2018-01-17 /pmc/articles/PMC5795525/ /pubmed/29342076 http://dx.doi.org/10.3390/s18010261 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Sorgini, Francesca
Massari, Luca
D’Abbraccio, Jessica
Palermo, Eduardo
Menciassi, Arianna
Petrovic, Petar B.
Mazzoni, Alberto
Carrozza, Maria Chiara
Newell, Fiona N.
Oddo, Calogero M.
Neuromorphic Vibrotactile Stimulation of Fingertips for Encoding Object Stiffness in Telepresence Sensory Substitution and Augmentation Applications
title Neuromorphic Vibrotactile Stimulation of Fingertips for Encoding Object Stiffness in Telepresence Sensory Substitution and Augmentation Applications
title_full Neuromorphic Vibrotactile Stimulation of Fingertips for Encoding Object Stiffness in Telepresence Sensory Substitution and Augmentation Applications
title_fullStr Neuromorphic Vibrotactile Stimulation of Fingertips for Encoding Object Stiffness in Telepresence Sensory Substitution and Augmentation Applications
title_full_unstemmed Neuromorphic Vibrotactile Stimulation of Fingertips for Encoding Object Stiffness in Telepresence Sensory Substitution and Augmentation Applications
title_short Neuromorphic Vibrotactile Stimulation of Fingertips for Encoding Object Stiffness in Telepresence Sensory Substitution and Augmentation Applications
title_sort neuromorphic vibrotactile stimulation of fingertips for encoding object stiffness in telepresence sensory substitution and augmentation applications
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5795525/
https://www.ncbi.nlm.nih.gov/pubmed/29342076
http://dx.doi.org/10.3390/s18010261
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