Skip to main content

Main menu

  • HOME
  • CONTENT
    • Early Release
    • Featured
    • Current Issue
    • Issue Archive
    • Blog
    • Collections
    • Podcast
  • TOPICS
    • Cognition and Behavior
    • Development
    • Disorders of the Nervous System
    • History, Teaching and Public Awareness
    • Integrative Systems
    • Neuronal Excitability
    • Novel Tools and Methods
    • Sensory and Motor Systems
  • ALERTS
  • FOR AUTHORS
  • ABOUT
    • Overview
    • Editorial Board
    • For the Media
    • Privacy Policy
    • Contact Us
    • Feedback
  • SUBMIT

User menu

Search

  • Advanced search
eNeuro
eNeuro

Advanced Search

 

  • HOME
  • CONTENT
    • Early Release
    • Featured
    • Current Issue
    • Issue Archive
    • Blog
    • Collections
    • Podcast
  • TOPICS
    • Cognition and Behavior
    • Development
    • Disorders of the Nervous System
    • History, Teaching and Public Awareness
    • Integrative Systems
    • Neuronal Excitability
    • Novel Tools and Methods
    • Sensory and Motor Systems
  • ALERTS
  • FOR AUTHORS
  • ABOUT
    • Overview
    • Editorial Board
    • For the Media
    • Privacy Policy
    • Contact Us
    • Feedback
  • SUBMIT
PreviousNext
Research ArticleResearch Article: New Research, Sensory and Motor Systems

Brain Encoding of Naturalistic, Continuous, and Unpredictable Tactile Events

Nicolò Castellani, Alessandra Federici, Marta Fantoni, Emiliano Ricciardi, Francesca Garbarini and Davide Bottari
eNeuro 12 September 2024, 11 (9) ENEURO.0238-24.2024; https://doi.org/10.1523/ENEURO.0238-24.2024
Nicolò Castellani
1MoMiLab, IMT School for Advanced Studies Lucca, Lucca 55100, Italy
2Manibus Lab, University of Turin, Turin 10124, Italy
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Alessandra Federici
1MoMiLab, IMT School for Advanced Studies Lucca, Lucca 55100, Italy
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Marta Fantoni
1MoMiLab, IMT School for Advanced Studies Lucca, Lucca 55100, Italy
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Emiliano Ricciardi
1MoMiLab, IMT School for Advanced Studies Lucca, Lucca 55100, Italy
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Emiliano Ricciardi
Francesca Garbarini
2Manibus Lab, University of Turin, Turin 10124, Italy
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Francesca Garbarini
Davide Bottari
1MoMiLab, IMT School for Advanced Studies Lucca, Lucca 55100, Italy
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Davide Bottari
  • Article
  • Figures & Data
  • Info & Metrics
  • eLetters
  • PDF
Loading

Article Figures & Data

Figures

  • Figure 1.
    • Download figure
    • Open in new tab
    • Download powerpoint
    Figure 1.

    A, Experimental setup. The participant's hands are kept comfortably on the table, covered from view by a wooden box. With an ad hoc built brush, the experimenter stimulated the participant's fingers (e.g., the right thumb). B, Data processing and performed model. The figure summarizes the analysis pipeline. After data collection, slow activity in both EEG signal and auditory information associated with continuous touch was extracted. An encoding model was used to obtain the TRFs. C, Power spectrum (0.5–8 Hz) of the audio envelope of touch for each experimental condition. D, Tactile TRF results of right thumb stimulation. The grand average TRF (N = 27) is depicted in purple, with single participants in light gray. The topographies show the spatial distribution of the grand-averaged TRFs of the first positive (∼140 ms) and negative (∼245 ms) responses in two 45 ms time windows centered on each peak.

  • Figure 2.
    • Download figure
    • Open in new tab
    • Download powerpoint
    Figure 2.

    Tactile TRFs versus null TRFs. Top panel, The TRF corresponding to each experimental condition (colored lines) and the null TRF (in light gray). The null TRF is obtained by fitting the model on randomly mismatched pairs of stimulations (sound envelope of touch) and EEG responses. The TRFs and the null TRFs represent here the average across central contralateral electrodes with respect to the finger stimulated. For all finger stimulations, the topographies reveal a first positive central contralateral activity (∼140 ms) followed by a second negative bilateral response (∼245 ms). Lower panel, Results of the cluster-based permutation tests between the experimental TRF and null TRF, across 0–400 ms time lags and all sensors. For each experimental condition, a first positive response (pclust < 0.05) and a second negative response (pclust < 0.05) emerged.

  • Figure 3.
    • Download figure
    • Open in new tab
    • Download powerpoint
    Figure 3.

    Tactile TRFs versus control TRFs. Top panel, The TRF corresponding to each experimental condition (colored lines, same TRFs reported in Fig. 2) and the control TRF (in black). The control TRF is obtained by keeping visual and auditory spurious activity constant but without the somatosensory component of the stimulation (i.e., the experimenter's left thumb is stimulated and not the participant's). The tactile TRFs and the control TRFs represent here the average across central contralateral electrodes with respect to the finger stimulated. The topographies reveal a first positive contralateral peak (∼140 ms) followed by a second negative bilateral response (∼245 ms). Lower panel, Results of the cluster-based permutation tests between the experimental TRF and control TRF, across 0–400 ms time lags and all sensors. For each experimental condition, a positive response (pclust < 0.05) and a second negative response (pclust < 0.05) emerged.

  • Figure 4.
    • Download figure
    • Open in new tab
    • Download powerpoint
    Figure 4.

    Contrasts between hands and between fingers. Results of the cluster-based permutation paired tests between the normalized TRFs for digit lateralization (left thumb vs right thumb and left pinkie vs right pinkie) and, for digit representation (left thumb vs left pinkie and right thumb vs right pinkie), across 50–400 ms time lags and all sensors. Regarding the digit lateralization (left panel), for the left thumb versus right thumb contrast and for the left pinkie versus right pinkie contrast, results highlighted topographical differences between the TRFs associated with fingers across hands (all pclust < 0.05). Regarding digit representation, contrasting the left thumb versus left pinkie and the right thumb versus left thumb showed topographies differences across the TRFs associated with the fingers of each hand (all pclust < 0.05). Results suggest that the tactile entrainment can be used to successfully measure the somatotopy of finger representation.

Back to top

In this issue

eneuro: 11 (9)
eNeuro
Vol. 11, Issue 9
September 2024
  • Table of Contents
  • Index by author
  • Masthead (PDF)
Email

Thank you for sharing this eNeuro article.

NOTE: We request your email address only to inform the recipient that it was you who recommended this article, and that it is not junk mail. We do not retain these email addresses.

Enter multiple addresses on separate lines or separate them with commas.
Brain Encoding of Naturalistic, Continuous, and Unpredictable Tactile Events
(Your Name) has forwarded a page to you from eNeuro
(Your Name) thought you would be interested in this article in eNeuro.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Print
View Full Page PDF
Citation Tools
Brain Encoding of Naturalistic, Continuous, and Unpredictable Tactile Events
Nicolò Castellani, Alessandra Federici, Marta Fantoni, Emiliano Ricciardi, Francesca Garbarini, Davide Bottari
eNeuro 12 September 2024, 11 (9) ENEURO.0238-24.2024; DOI: 10.1523/ENEURO.0238-24.2024

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
Respond to this article
Share
Brain Encoding of Naturalistic, Continuous, and Unpredictable Tactile Events
Nicolò Castellani, Alessandra Federici, Marta Fantoni, Emiliano Ricciardi, Francesca Garbarini, Davide Bottari
eNeuro 12 September 2024, 11 (9) ENEURO.0238-24.2024; DOI: 10.1523/ENEURO.0238-24.2024
Twitter logo Facebook logo Mendeley logo
  • Tweet Widget
  • Facebook Like
  • Google Plus One

Jump to section

  • Article
    • Abstract
    • Significance Statement
    • Introduction
    • Materials and Methods
    • Results
    • Discussion
    • Footnotes
    • References
    • Synthesis
  • Figures & Data
  • Info & Metrics
  • eLetters
  • PDF

Keywords

  • continuous
  • EEG
  • naturalistic
  • neural tracking
  • somatosensory
  • temporal response function

Responses to this article

Respond to this article

Jump to comment:

No eLetters have been published for this article.

Related Articles

Cited By...

More in this TOC Section

Research Article: New Research

  • Robust representation and nonlinear spectral integration of harmonic stacks in layer 4 of mouse primary auditory cortex
  • Changes in palatability processing across the estrous cycle are modulated by hypothalamic estradiol signaling
  • Automatic, but not autonomous: Implicit adaptation is modulated by goal-directed attentional demands
Show more Research Article: New Research

Sensory and Motor Systems

  • Robust representation and nonlinear spectral integration of harmonic stacks in layer 4 of mouse primary auditory cortex
  • Changes in palatability processing across the estrous cycle are modulated by hypothalamic estradiol signaling
  • Automatic, but not autonomous: Implicit adaptation is modulated by goal-directed attentional demands
Show more Sensory and Motor Systems

Subjects

  • Sensory and Motor Systems
  • Home
  • Alerts
  • Follow SFN on BlueSky
  • Visit Society for Neuroscience on Facebook
  • Follow Society for Neuroscience on Twitter
  • Follow Society for Neuroscience on LinkedIn
  • Visit Society for Neuroscience on Youtube
  • Follow our RSS feeds

Content

  • Early Release
  • Current Issue
  • Latest Articles
  • Issue Archive
  • Blog
  • Browse by Topic

Information

  • For Authors
  • For the Media

About

  • About the Journal
  • Editorial Board
  • Privacy Notice
  • Contact
  • Feedback
(eNeuro logo)
(SfN logo)

Copyright © 2026 by the Society for Neuroscience.
eNeuro eISSN: 2373-2822

The ideas and opinions expressed in eNeuro do not necessarily reflect those of SfN or the eNeuro Editorial Board. Publication of an advertisement or other product mention in eNeuro should not be construed as an endorsement of the manufacturer’s claims. SfN does not assume any responsibility for any injury and/or damage to persons or property arising from or related to any use of any material contained in eNeuro.