EMD-based temporal and spectral features for the classification of EEG signals using supervised learning

Farhan Riaz, Ali Hassan, Saad Rehman, Imran Khan Niazi, Kim Dremstrup

Research output: Contribution to journalJournal articleResearchpeer-review

73 Citations (Scopus)
Original languageEnglish
JournalIEEE Transactions on Neural Systems and Rehabilitation Engineering
Volume24
Issue number1
Pages (from-to)28-35
ISSN1534-4320
DOIs
Publication statusPublished - 2016

Cite this

@article{5882e83d929141fabbd97091329830f4,
title = "EMD-based temporal and spectral features for the classification of EEG signals using supervised learning",
author = "Farhan Riaz and Ali Hassan and Saad Rehman and Niazi, {Imran Khan} and Kim Dremstrup",
year = "2016",
doi = "10.1109/TNSRE.2015.2441835",
language = "English",
volume = "24",
pages = "28--35",
journal = "I E E E Transactions on Neural Systems and Rehabilitation Engineering",
issn = "1534-4320",
publisher = "IEEE",
number = "1",

}

EMD-based temporal and spectral features for the classification of EEG signals using supervised learning. / Riaz, Farhan; Hassan, Ali; Rehman, Saad; Niazi, Imran Khan; Dremstrup, Kim.

In: IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol. 24, No. 1, 2016, p. 28-35.

Research output: Contribution to journalJournal articleResearchpeer-review

TY - JOUR

T1 - EMD-based temporal and spectral features for the classification of EEG signals using supervised learning

AU - Riaz, Farhan

AU - Hassan, Ali

AU - Rehman, Saad

AU - Niazi, Imran Khan

AU - Dremstrup, Kim

PY - 2016

Y1 - 2016

U2 - 10.1109/TNSRE.2015.2441835

DO - 10.1109/TNSRE.2015.2441835

M3 - Journal article

VL - 24

SP - 28

EP - 35

JO - I E E E Transactions on Neural Systems and Rehabilitation Engineering

JF - I E E E Transactions on Neural Systems and Rehabilitation Engineering

SN - 1534-4320

IS - 1

ER -