BCI using imaginary movements: The simulator

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Standard

BCI using imaginary movements : The simulator. / Rohani, D.A.; Henning, W.S.; Puthusserypady, S.; Sorensen, H.B.D.; Thomsen, C.E.; Kjær, T.W.

I: Computer Methods and Programs in Biomedicine, Bind 111, Nr. 2, 01.08.2013, s. 300-307.

Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

Harvard

Rohani, DA, Henning, WS, Puthusserypady, S, Sorensen, HBD, Thomsen, CE & Kjær, TW 2013, 'BCI using imaginary movements: The simulator', Computer Methods and Programs in Biomedicine, bind 111, nr. 2, s. 300-307. https://doi.org/10.1016/j.cmpb.2013.04.008

APA

Rohani, D. A., Henning, W. S., Puthusserypady, S., Sorensen, H. B. D., Thomsen, C. E., & Kjær, T. W. (2013). BCI using imaginary movements: The simulator. Computer Methods and Programs in Biomedicine, 111(2), 300-307. https://doi.org/10.1016/j.cmpb.2013.04.008

Vancouver

Rohani DA, Henning WS, Puthusserypady S, Sorensen HBD, Thomsen CE, Kjær TW. BCI using imaginary movements: The simulator. Computer Methods and Programs in Biomedicine. 2013 aug. 1;111(2):300-307. https://doi.org/10.1016/j.cmpb.2013.04.008

Author

Rohani, D.A. ; Henning, W.S. ; Puthusserypady, S. ; Sorensen, H.B.D. ; Thomsen, C.E. ; Kjær, T.W. / BCI using imaginary movements : The simulator. I: Computer Methods and Programs in Biomedicine. 2013 ; Bind 111, Nr. 2. s. 300-307.

Bibtex

@article{901f49ea7ab244d0bbabb860d740e0b8,
title = "BCI using imaginary movements: The simulator",
abstract = "Over the past two decades, much progress has been made in the rapidly evolving field of Brain Computer Interface (BCI). This paper presents a novel concept: a BCI-simulator, which has been developed for the Hex-O-Spell interface, using the sensory motor rhythms (SMR) paradigm. With the simulator, it is possible to evaluate how the model parameters such as error classifications, delay between classifications and success rate affect the communication rate. Another advantage of the simulator is that it allows us to study for more classes than most online BCI systems which are limited to only two classes. Results show that the BCI simulator is able to give a deeper understanding of the feedback systems. We also find that a 3-class system is more efficient than a 2-class system if it obtains a success rate of at least 55% of the 2-class system.",
author = "D.A. Rohani and W.S. Henning and S. Puthusserypady and H.B.D. Sorensen and C.E. Thomsen and T.W. Kj{\ae}r",
year = "2013",
month = aug,
day = "1",
doi = "10.1016/j.cmpb.2013.04.008",
language = "English",
volume = "111",
pages = "300--307",
journal = "Computer Methods and Programs in Biomedicine",
issn = "0169-2607",
publisher = "Elsevier Ireland Ltd",
number = "2",

}

RIS

TY - JOUR

T1 - BCI using imaginary movements

T2 - The simulator

AU - Rohani, D.A.

AU - Henning, W.S.

AU - Puthusserypady, S.

AU - Sorensen, H.B.D.

AU - Thomsen, C.E.

AU - Kjær, T.W.

PY - 2013/8/1

Y1 - 2013/8/1

N2 - Over the past two decades, much progress has been made in the rapidly evolving field of Brain Computer Interface (BCI). This paper presents a novel concept: a BCI-simulator, which has been developed for the Hex-O-Spell interface, using the sensory motor rhythms (SMR) paradigm. With the simulator, it is possible to evaluate how the model parameters such as error classifications, delay between classifications and success rate affect the communication rate. Another advantage of the simulator is that it allows us to study for more classes than most online BCI systems which are limited to only two classes. Results show that the BCI simulator is able to give a deeper understanding of the feedback systems. We also find that a 3-class system is more efficient than a 2-class system if it obtains a success rate of at least 55% of the 2-class system.

AB - Over the past two decades, much progress has been made in the rapidly evolving field of Brain Computer Interface (BCI). This paper presents a novel concept: a BCI-simulator, which has been developed for the Hex-O-Spell interface, using the sensory motor rhythms (SMR) paradigm. With the simulator, it is possible to evaluate how the model parameters such as error classifications, delay between classifications and success rate affect the communication rate. Another advantage of the simulator is that it allows us to study for more classes than most online BCI systems which are limited to only two classes. Results show that the BCI simulator is able to give a deeper understanding of the feedback systems. We also find that a 3-class system is more efficient than a 2-class system if it obtains a success rate of at least 55% of the 2-class system.

UR - http://www.scopus.com/inward/record.url?scp=84880043484&partnerID=8YFLogxK

U2 - 10.1016/j.cmpb.2013.04.008

DO - 10.1016/j.cmpb.2013.04.008

M3 - Journal article

C2 - 23706528

AN - SCOPUS:84880043484

VL - 111

SP - 300

EP - 307

JO - Computer Methods and Programs in Biomedicine

JF - Computer Methods and Programs in Biomedicine

SN - 0169-2607

IS - 2

ER -

ID: 49798325