EMD overshoot efect in ERP detection - ERP Detection related Specifics of the Empirical Mode Decomposition in EEG Analysis

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F10%3A00504009" target="_blank" >RIV/49777513:23520/10:00504009 - isvavai.cz</a>

Result on the web

—

DOI - Digital Object Identifier

—

Result language

angličtina

Original language name

EMD overshoot efect in ERP detection - ERP Detection related Specifics of the Empirical Mode Decomposition in EEG Analysis

Original language description

ERPs are detected from continuous EEG. Most common method for ERPs detection is averaging. But this method is not suitable for single trial detection, because it requires lot of epochs. When we are performing attention experiments, it is required to detect ERPs ideally from single epoch. We decided to use Hilbert-Huang transform. Problematic is the first phase of HHT (EMD) when the envelopes are created. Envelopes creation suffers with the overshoot efect, when the spline doesn't follow the trend of thesignal.

Czech name

—

Czech description

—

Type

D - Article in proceedings

CEP classification

IN - Informatics

OECD FORD branch

—

Project

<a href="/en/project/GA102%2F07%2F1191" target="_blank" >GA102/07/1191: Analysis of driver observation area and reaction time changes in relation to attention degeneration</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Publication year

2010

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

ICEIS 2010 Proceedings Vol. 5

ISBN

978-989-8425-08-9

ISSN

—

e-ISSN

—

Number of pages

4

Pages from-to

238-241

Publisher name

SciTePress

Place of publication

Setúbal

Event location

Funchal, Madeira

Event date

Jun 8, 2010

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

—