Ayrimsal Ortak Uzamsal Örüntüler Metodu

Mecit Emre Duman; Ayhan Yuksel; Tamer Olmez

doi:10.1109/SIU.2015.7129898

Ayrimsal Ortak Uzamsal Örüntüler Metodu

Mecit Emre Duman
, Ayhan Yuksel
, Tamer Olmez

Elektronik ve Hab.Müh.Bölümü

Istanbul Technical University

Araştırma çıktısı: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › Hakem

Özet

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.

Tercüme edilen katkı başlığı	Divergent common spatial patterns method
Orijinal dil	Türkçe
Ana bilgisayar yayını başlığı	2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings
Yayınlayan	Institute of Electrical and Electronics Engineers Inc.
Sayfalar	612-615
Sayfa sayısı	4
ISBN (Elektronik)	9781467373869
DOI'lar	https://doi.org/10.1109/SIU.2015.7129898
Yayın durumu	Yayınlandı - 19 Haz 2015
Etkinlik	2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Malatya, Türkiye Süre: 16 May 2015 → 19 May 2015

Yayın serisi

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

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???	2015 23rd Signal Processing and Communications Applications Conference, SIU 2015
Ülke/Bölge	Türkiye
Şehir	Malatya
Periyot	16/05/15 → 19/05/15

Bibliyografik not

Publisher Copyright:
© 2015 IEEE.

Keywords

Brain computer interface
CSP
Divergence
Motor imagery

Belgeye Erişim

10.1109/SIU.2015.7129898

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

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). Makale 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

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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",

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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, Türkiye, 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).

Araştırma çıktısı: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › Hakem

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

UR - https://www.scopus.com/pages/publications/84939140072

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

SP - 612

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

Özet

Yayın serisi

???event.eventtypes.event.conference???

Bibliyografik not

Keywords

Belgeye Erişim

Diğer Dosyalar ve Linkler

Parmak izi

Alıntı Yap