Ayrimsal Ortak Uzamsal Örüntüler Metodu

Mecit Emre Duman; Ayhan Yuksel; Tamer Olmez

doi:10.1109/SIU.2015.7129898

Ayrimsal Ortak Uzamsal Örüntüler Metodu

Translated title of the contribution: Divergent common spatial patterns method

Mecit Emre Duman, Ayhan Yuksel, Tamer Olmez

Department of Electronics and Communication Engineering

Istanbul Technical University

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

Abstract

In this study, a novel method called DIVCSP is proposed that can be a good alternative to the spatial filtering methods which are used to have a good discrimination between different classes in motor imagery based brain computer interfaces. With DIVCSP method spatial filters that increase between classes scattering while decreasing in-class scattering can be obtained thus, the classification accuracy can be increased. The classification results obtained with DIVCSP show that, proposed method is a good alternative to CSP method which is widely popular.

Translated title of the contribution	Divergent common spatial patterns method
Original language	Turkish
Title of host publication	2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	612-615
Number of pages	4
ISBN (Electronic)	9781467373869
DOIs	https://doi.org/10.1109/SIU.2015.7129898
Publication status	Published - 19 Jun 2015
Event	2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Malatya, Turkey Duration: 16 May 2015 → 19 May 2015

Publication series

Name	2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings

Conference

Conference	2015 23rd Signal Processing and Communications Applications Conference, SIU 2015
Country/Territory	Turkey
City	Malatya
Period	16/05/15 → 19/05/15

Bibliographical note

Publisher Copyright:
© 2015 IEEE.

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10.1109/SIU.2015.7129898

Cite this

Duman, M. E., Yuksel, A., & Olmez, T. (2015). Ayrimsal Ortak Uzamsal Örüntüler Metodu. In 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings (pp. 612-615). Article 7129898 (2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SIU.2015.7129898

@inproceedings{e0f1764e1d624a3bbfbee7be1fd7f113,

title = "Ayrimsal Ortak Uzamsal {\"O}r{\"u}nt{\"u}ler Metodu",

abstract = "In this study, a novel method called DIVCSP is proposed that can be a good alternative to the spatial filtering methods which are used to have a good discrimination between different classes in motor imagery based brain computer interfaces. With DIVCSP method spatial filters that increase between classes scattering while decreasing in-class scattering can be obtained thus, the classification accuracy can be increased. The classification results obtained with DIVCSP show that, proposed method is a good alternative to CSP method which is widely popular.",

keywords = "Brain computer interface, CSP, Divergence, Motor imagery",

author = "Duman, {Mecit Emre} and Ayhan Yuksel and Tamer Olmez",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 ; Conference date: 16-05-2015 Through 19-05-2015",

year = "2015",

month = jun,

day = "19",

doi = "10.1109/SIU.2015.7129898",

language = "T{\"u}rk{\c c}e",

series = "2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "612--615",

booktitle = "2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings",

address = "United States",

}

Duman, ME, Yuksel, A & Olmez, T 2015, Ayrimsal Ortak Uzamsal Örüntüler Metodu. in 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings., 7129898, 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 612-615, 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015, Malatya, Turkey, 16/05/15. https://doi.org/10.1109/SIU.2015.7129898

Ayrimsal Ortak Uzamsal Örüntüler Metodu. / Duman, Mecit Emre; Yuksel, Ayhan; Olmez, Tamer.
2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2015. p. 612-615 7129898 (2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings).

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

TY - GEN

T1 - Ayrimsal Ortak Uzamsal Örüntüler Metodu

AU - Duman, Mecit Emre

AU - Yuksel, Ayhan

AU - Olmez, Tamer

PY - 2015/6/19

Y1 - 2015/6/19

N2 - In this study, a novel method called DIVCSP is proposed that can be a good alternative to the spatial filtering methods which are used to have a good discrimination between different classes in motor imagery based brain computer interfaces. With DIVCSP method spatial filters that increase between classes scattering while decreasing in-class scattering can be obtained thus, the classification accuracy can be increased. The classification results obtained with DIVCSP show that, proposed method is a good alternative to CSP method which is widely popular.

AB - In this study, a novel method called DIVCSP is proposed that can be a good alternative to the spatial filtering methods which are used to have a good discrimination between different classes in motor imagery based brain computer interfaces. With DIVCSP method spatial filters that increase between classes scattering while decreasing in-class scattering can be obtained thus, the classification accuracy can be increased. The classification results obtained with DIVCSP show that, proposed method is a good alternative to CSP method which is widely popular.

KW - Brain computer interface

KW - CSP

KW - Divergence

KW - Motor imagery

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U2 - 10.1109/SIU.2015.7129898

DO - 10.1109/SIU.2015.7129898

M3 - Konferans katkısı

AN - SCOPUS:84939140072

T3 - 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings

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EP - 615

BT - 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015

Y2 - 16 May 2015 through 19 May 2015

ER -

Duman ME, Yuksel A, Olmez T. Ayrimsal Ortak Uzamsal Örüntüler Metodu. In 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2015. p. 612-615. 7129898. (2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings). doi: 10.1109/SIU.2015.7129898

Ayrimsal Ortak Uzamsal Örüntüler Metodu

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