Enhanced Motor Imagery Classification in EEG-BCI using Multivariate EMD based filtering and CSP Features

Pramod Gaur; Ram Bilas Pachori; Hui Wang; G Prasad

Enhanced Motor Imagery Classification in EEG-BCI using Multivariate EMD based filtering and CSP Features

Pramod Gaur
, Ram Bilas Pachori
, Hui Wang
, G Prasad

Ulster University

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

Original language	English
Title of host publication	Unknown Host Publication
Publisher	BCI Society
Number of pages	1
Publication status	Published (in print/issue) - 3 Jun 2016
Event	International Brain-Computer Interface (BCI) Meeting 2016 - Asilomar Conference Center in Pacific Grove, California, USA Duration: 3 Jun 2016 → …

Conference

Conference	International Brain-Computer Interface (BCI) Meeting 2016
Period	3/06/16 → …

Keywords

BCI
multivariate empirical mode decomposition (MEMD)
common spatial pattern (CSP)
linear discriminant analysis (LDA).

Access to Document

Development of data-driven methods for non-stationary classification problems in EEG/MEG based brain-computer interfaces
Gaur, P. (Author), Prasad, G. (Supervisor) & Wang, H. (Supervisor), May 2018
Student thesis: Doctoral Thesis

File

Cite this

@inproceedings{48dc70b5d450429cb33d2b24bd9b665a,

title = "Enhanced Motor Imagery Classification in EEG-BCI using Multivariate EMD based filtering and CSP Features",

keywords = "BCI, multivariate empirical mode decomposition (MEMD), common spatial pattern (CSP), linear discriminant analysis (LDA).",

author = "Pramod Gaur and Pachori, \{Ram Bilas\} and Hui Wang and G Prasad",

year = "2016",

month = jun,

day = "3",

language = "English",

booktitle = "Unknown Host Publication",

publisher = "BCI Society",

address = "Netherlands",

note = "International Brain-Computer Interface (BCI) Meeting 2016 ; Conference date: 03-06-2016",

}

TY - GEN

T1 - Enhanced Motor Imagery Classification in EEG-BCI using Multivariate EMD based filtering and CSP Features

AU - Gaur, Pramod

AU - Pachori, Ram Bilas

AU - Wang, Hui

AU - Prasad, G

PY - 2016/6/3

Y1 - 2016/6/3

KW - BCI

KW - multivariate empirical mode decomposition (MEMD)

KW - common spatial pattern (CSP)

KW - linear discriminant analysis (LDA).

M3 - Conference contribution

BT - Unknown Host Publication

PB - BCI Society

T2 - International Brain-Computer Interface (BCI) Meeting 2016

Y2 - 3 June 2016

ER -

Enhanced Motor Imagery Classification in EEG-BCI using Multivariate EMD based filtering and CSP Features

Conference

Keywords

Access to Document

Student theses

Development of data-driven methods for non-stationary classification problems in EEG/MEG based brain-computer interfaces

Cite this