A Multi-class EEG-based BCI classification using Multivariate Empirical Mode Decomposition Based Filtering and Riemannian Geometry

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

doi:10.1016/j.eswa.2017.11.007

A Multi-class EEG-based BCI classification using Multivariate Empirical Mode Decomposition Based Filtering and Riemannian Geometry

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

Ulster University

Research output: Contribution to journal › Article › peer-review

236 Citations (Scopus)

Original language	English
Pages (from-to)	201-211
Journal	Expert Systems with Applications
Volume	95
Early online date	7 Nov 2017
DOIs	https://doi.org/10.1016/j.eswa.2017.11.007
Publication status	Published (in print/issue) - 1 Apr 2018

Keywords

EEG
BCI
Multivariate empirical mode decomposition
Riemannian geometry

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10.1016/j.eswa.2017.11.007

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@article{c8ee096636704da09a7e32a9c550377d,

title = "A Multi-class EEG-based BCI classification using Multivariate Empirical Mode Decomposition Based Filtering and Riemannian Geometry",

keywords = "EEG, BCI, Multivariate empirical mode decomposition, Riemannian geometry",

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

year = "2018",

month = apr,

day = "1",

doi = "10.1016/j.eswa.2017.11.007",

language = "English",

volume = "95",

pages = "201--211",

journal = "Expert Systems with Applications",

issn = "0957-4174",

publisher = "Elsevier Ltd",

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TY - JOUR

T1 - A Multi-class EEG-based BCI classification using Multivariate Empirical Mode Decomposition Based Filtering and Riemannian Geometry

AU - Gaur, Pramod

AU - Pachori, Ram Bilas

AU - Wang, Hui

AU - Prasad, Girijesh

PY - 2018/4/1

Y1 - 2018/4/1

KW - EEG

KW - BCI

KW - Multivariate empirical mode decomposition

KW - Riemannian geometry

UR - https://pure.ulster.ac.uk/en/publications/a-multi-class-eeg-based-bci-classification-using-multivariate-emp

U2 - 10.1016/j.eswa.2017.11.007

DO - 10.1016/j.eswa.2017.11.007

M3 - Article

SN - 0957-4174

VL - 95

SP - 201

EP - 211

JO - Expert Systems with Applications

JF - Expert Systems with Applications

ER -

A Multi-class EEG-based BCI classification using Multivariate Empirical Mode Decomposition Based Filtering and Riemannian Geometry

Keywords

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Other files and links

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

Girijesh Prasad

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A Multi-class EEG-based BCI classification using Multivariate Empirical Mode Decomposition Based Filtering and Riemannian Geometry

Keywords

Access to Document

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Student theses

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

Profiles

Girijesh Prasad

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