Comparison about EEG signals processing in BCI applications

Giulia Cisotto; Silvano Pupolin; Francesco Piccione

doi:10.1109/VITAE.2014.6934412

Comparison about EEG signals processing in BCI applications

Giulia Cisotto, Silvano Pupolin, Francesco Piccione

Istituto di Neuroriabilitazione Motoria San Camillo

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

In the context of a Brain Computer Interface platform implemented for the arm rehabilitation of mildly impaired stroke patients, two methods of EEG signals processing are compared in terms of (i) their identification performance rate and (ii) their computational complexity with the overall goal to select the most efficient and feasible real-time procedure. An effective signal processing is, indeed, one of the most critical issue for such kind of technology which aims to establish a real-time communication between the subject's brain and a machine, i.e. a computer, a robotic arm or another device, that should implement his/her intention to move in place of his/her impaired arm.

Original language	English
Title of host publication	2014 4th International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace and Electronic Systems, VITAE 2014 - Co-located with Global Wireless Summit
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Print)	9781479946266
DOIs	https://doi.org/10.1109/VITAE.2014.6934412
Publication status	Published - Oct 22 2014
Event	2014 4th International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace and Electronic Systems, VITAE 2014 - Co-located with Global Wireless Summit - Aalborg, Denmark Duration: May 11 2014 → May 14 2014

Other

Other	2014 4th International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace and Electronic Systems, VITAE 2014 - Co-located with Global Wireless Summit
Country/Territory	Denmark
City	Aalborg
Period	5/11/14 → 5/14/14

Keywords

BCI
Brain Computer Interface
EEG
signal processing

ASJC Scopus subject areas

Information Systems
Computer Networks and Communications
Electrical and Electronic Engineering

Access to Document

10.1109/VITAE.2014.6934412

Cite this

Cisotto, G., Pupolin, S., & Piccione, F. (2014). Comparison about EEG signals processing in BCI applications. In 2014 4th International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace and Electronic Systems, VITAE 2014 - Co-located with Global Wireless Summit [6934412] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/VITAE.2014.6934412

Comparison about EEG signals processing in BCI applications. / Cisotto, Giulia; Pupolin, Silvano; Piccione, Francesco.

2014 4th International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace and Electronic Systems, VITAE 2014 - Co-located with Global Wireless Summit. Institute of Electrical and Electronics Engineers Inc., 2014. 6934412.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Cisotto, G, Pupolin, S & Piccione, F 2014, Comparison about EEG signals processing in BCI applications. in 2014 4th International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace and Electronic Systems, VITAE 2014 - Co-located with Global Wireless Summit., 6934412, Institute of Electrical and Electronics Engineers Inc., 2014 4th International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace and Electronic Systems, VITAE 2014 - Co-located with Global Wireless Summit, Aalborg, Denmark, 5/11/14. https://doi.org/10.1109/VITAE.2014.6934412

Cisotto G, Pupolin S, Piccione F. Comparison about EEG signals processing in BCI applications. In 2014 4th International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace and Electronic Systems, VITAE 2014 - Co-located with Global Wireless Summit. Institute of Electrical and Electronics Engineers Inc. 2014. 6934412 doi: 10.1109/VITAE.2014.6934412

Cisotto, Giulia ; Pupolin, Silvano ; Piccione, Francesco. / Comparison about EEG signals processing in BCI applications. 2014 4th International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace and Electronic Systems, VITAE 2014 - Co-located with Global Wireless Summit. Institute of Electrical and Electronics Engineers Inc., 2014.

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Comparison about EEG signals processing in BCI applications

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Keywords

ASJC Scopus subject areas

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