eprintid: 7174
rev_number: 2
eprint_status: archive
userid: 1
dir: disk0/00/00/71/74
datestamp: 2023-11-09 16:18:58
lastmod: 2023-11-09 16:18:58
status_changed: 2023-11-09 16:08:40
type: conference_item
metadata_visibility: show
creators_name: Yanti, D.K.
creators_name: Yusoff, M.Z.
creators_name: Bekdash, M.
creators_name: Asirvadam, V.S.
title: Single trial visual evoked potential extraction using fast PLS
ispublished: pub
keywords: Brain computer interface; Electroencephalography; Electrophysiology; Extraction; Interfaces (computer); Least squares approximations; Principal component analysis, Artificial signals; Average errors; Brain-computer interface applications; Partial least square (PLS); Partial least square algorithms; Single trial; Visual evoked potential, Image processing
note: cited By 0; Conference of 4th IEEE International Conference on Signal and Image Processing Applications, ICSIPA 2015 ; Conference Date: 19 October 2015 Through 21 October 2015; Conference Code:119504
abstract: This paper evaluates the single trial extraction of Visual Evoked Potential (VEP) signal. Single trial extraction of VEP contributes in the integration of fMRI-EEG application as well as in the Brain Computer Interface application. The extraction is performed by using the Fast Partial Least Square (PLS) algorithm. The extraction of the desired VEP signals, both in artificial and real Electroencephalography (EEG) signal is quantified. Moreover, the latency or average error rates of P100, P200 and P300 in the artificial signal have been measured. The results illustrate the advantages and drawbacks of the algorithm in the single trial VEP extraction case. © 2015 IEEE.
date: 2016
publisher: Institute of Electrical and Electronics Engineers Inc.
official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84971672844&doi=10.1109%2fICSIPA.2015.7412227&partnerID=40&md5=60a7c8a25502d15e60bd13ca0fb5e02c
id_number: 10.1109/ICSIPA.2015.7412227
full_text_status: none
publication: IEEE 2015 International Conference on Signal and Image Processing Applications, ICSIPA 2015 - Proceedings
pagerange: 419-422
refereed: TRUE
isbn: 9781479989966
citation:   Yanti, D.K. and Yusoff, M.Z. and Bekdash, M. and Asirvadam, V.S.  (2016) Single trial visual evoked potential extraction using fast PLS.  In: UNSPECIFIED.