Direction decoding of physical and visual perturbations from EEG

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandBegutachtung

Abstract

It has been shown that perturbation evoked potentials could be decoded from rest electroencephalographic (EEG) signals. In this study, we investigated the neural responses of right and left perturbations in two different situations. Two types of sensorimotor perturbation consisted of visual field rotation (visual perturbation) and mediolateral pull at the waist (physical perturbation). Our results suggested that direction of perturbation can be distinguished in physical perturbation with high accuracy in single trials. No promising result was observed in differentiating the direction of perturbation in visual tasks. The findings of our study offer new possibilities in using human machine interface to compensate the imbalance events.
Originalspracheenglisch
Titel 2022 IEEE International Conference on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)
Herausgeber (Verlag)IEEEXplore
Seiten427-431
Seitenumfang5
ISBN (elektronisch)9781665485746
DOIs
PublikationsstatusVeröffentlicht - 5 Dez. 2022
Veranstaltung2022 IEEE International Conference on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering: MetroXRAINE 2022 - Rome, Italien
Dauer: 26 Okt. 202228 Okt. 2022

Konferenz

Konferenz2022 IEEE International Conference on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering
KurztitelMetroXRAINE 2022
Land/GebietItalien
OrtRome
Zeitraum26/10/2228/10/22

ASJC Scopus subject areas

  • Artificial intelligence
  • Instrumentierung
  • Neurowissenschaften (sonstige)
  • Angewandte Informatik
  • Medientechnik

Kooperationen

  • BioTechMed-Graz

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