Analog-Like Control is Possible in SSVEP Based Brain-Computer Interfaces

Luigi Bianchi; Raffaele Ferrante; Lucia Rita Quitadamo

doi:10.1109/LSC.2018.8572094

Analog-Like Control is Possible in SSVEP Based Brain-Computer Interfaces

Luigi Bianchi, Raffaele Ferrante, Lucia Rita Quitadamo

College of Health and Life Sciences

Research output: Chapter in Book/Published conference output › Conference publication

Abstract

We investigated the possibility of realizing an analog-like control driven by SSVEPs elicited by just two LEDs flickering at different frequencies. Eight subjects participated in the study during which they had to gaze upon one among 7 locations on a 30 cm horizontal virtual line. A linear model that was able to predict the correct viewed position with a mean error of about 2cm by analyzing 4 seconds of data was built. This suggests that analog-like controls can be implemented in BCIs.

Original language	English
Title of host publication	2018 IEEE Life Sciences Conference (LSC)
Publisher	IEEE
ISBN (Electronic)	978-1-5386-6709-5
ISBN (Print)	978-1-5386-6710-1
DOIs	https://doi.org/10.1109/LSC.2018.8572094
Publication status	Published - 13 Dec 2018
Event	2018 IEEE Life Sciences Conference (LSC) - Montreal, Canada Duration: 28 Oct 2018 → 30 Oct 2018

Conference

Conference	2018 IEEE Life Sciences Conference (LSC)
Country/Territory	Canada
City	Montreal
Period	28/10/18 → 30/10/18

Access to Document

10.1109/LSC.2018.8572094

Cite this

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title = "Analog-Like Control is Possible in SSVEP Based Brain-Computer Interfaces",

abstract = "We investigated the possibility of realizing an analog-like control driven by SSVEPs elicited by just two LEDs flickering at different frequencies. Eight subjects participated in the study during which they had to gaze upon one among 7 locations on a 30 cm horizontal virtual line. A linear model that was able to predict the correct viewed position with a mean error of about 2cm by analyzing 4 seconds of data was built. This suggests that analog-like controls can be implemented in BCIs.",

author = "Luigi Bianchi and Raffaele Ferrante and Quitadamo, {Lucia Rita}",

year = "2018",

month = dec,

day = "13",

doi = "10.1109/LSC.2018.8572094",

language = "English",

isbn = "978-1-5386-6710-1",

booktitle = "2018 IEEE Life Sciences Conference (LSC)",

publisher = "IEEE",

address = "United States",

note = "2018 IEEE Life Sciences Conference (LSC) ; Conference date: 28-10-2018 Through 30-10-2018",

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T1 - Analog-Like Control is Possible in SSVEP Based Brain-Computer Interfaces

AU - Bianchi, Luigi

AU - Ferrante, Raffaele

AU - Quitadamo, Lucia Rita

PY - 2018/12/13

Y1 - 2018/12/13

N2 - We investigated the possibility of realizing an analog-like control driven by SSVEPs elicited by just two LEDs flickering at different frequencies. Eight subjects participated in the study during which they had to gaze upon one among 7 locations on a 30 cm horizontal virtual line. A linear model that was able to predict the correct viewed position with a mean error of about 2cm by analyzing 4 seconds of data was built. This suggests that analog-like controls can be implemented in BCIs.

AB - We investigated the possibility of realizing an analog-like control driven by SSVEPs elicited by just two LEDs flickering at different frequencies. Eight subjects participated in the study during which they had to gaze upon one among 7 locations on a 30 cm horizontal virtual line. A linear model that was able to predict the correct viewed position with a mean error of about 2cm by analyzing 4 seconds of data was built. This suggests that analog-like controls can be implemented in BCIs.

UR - https://ieeexplore.ieee.org/document/8572094

U2 - 10.1109/LSC.2018.8572094

DO - 10.1109/LSC.2018.8572094

M3 - Conference publication

SN - 978-1-5386-6710-1

BT - 2018 IEEE Life Sciences Conference (LSC)

PB - IEEE

T2 - 2018 IEEE Life Sciences Conference (LSC)

Y2 - 28 October 2018 through 30 October 2018

ER -

Analog-Like Control is Possible in SSVEP Based Brain-Computer Interfaces

Abstract

Conference

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