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Fusion of EEG and fMRI by Parallel Group ICA

Vince D. Calhoun and Tom Eichele

in Simultaneous EEG and fMRI: Recording, Analysis, and Application

Published in print:
2010
Published Online:
May 2010
ISBN:
9780195372731
eISBN:
9780199776283
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195372731.003.0011
Subject:
Neuroscience, Techniques

Independent component analysis (ICA) is increasingly utilized as a tool for evaluating the hidden spatiotemporal structure contained within brain imaging data. This chapter first provides a brief ... More


Parallel EEG-fMRI ICA Decomposition

Tom Eichele and Vince D. Calhoun

in Simultaneous EEG and fMRI: Recording, Analysis, and Application

Published in print:
2010
Published Online:
May 2010
ISBN:
9780195372731
eISBN:
9780199776283
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195372731.003.0012
Subject:
Neuroscience, Techniques

This chapter introduces and applies the concept of parallel spatial and temporal unmixing with group independent component analysis (ICA) for concurrent electroencephalography-functional magnetic ... More


The Hemodynamic Response of EEG Features

JC de Munck, SI Gonçalves, PJ van Houdt, R Mammoliti, P Ossenblok, and FH Lopes da Silva

in Simultaneous EEG and fMRI: Recording, Analysis, and Application

Published in print:
2010
Published Online:
May 2010
ISBN:
9780195372731
eISBN:
9780199776283
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195372731.003.0013
Subject:
Neuroscience, Techniques

This chapter describes the hemodynamic response function (HRF) estimation problem in detail, and discusses its underlying assumptions. Different variants of the method are applied using the data of a ... More


Integration of Separately Recorded EEG/MEG and fMRI Data

Michael Wibral, Christoph Bledowski, and Georg Turi

in Simultaneous EEG and fMRI: Recording, Analysis, and Application

Published in print:
2010
Published Online:
May 2010
ISBN:
9780195372731
eISBN:
9780199776283
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195372731.003.0014
Subject:
Neuroscience, Techniques

This chapter presents various strategies of combining separately recorded electroencephalography/magnetoencephalography (EEG/MEG) and functional magnetic resonance imaging (fMRI) data sets. To help ... More


Analyzing Effective Connectivity with EEG and MEG

Stefan J. Kiebel, Marta I. Garrido, and Karl J. Friston

in Simultaneous EEG and fMRI: Recording, Analysis, and Application

Published in print:
2010
Published Online:
May 2010
ISBN:
9780195372731
eISBN:
9780199776283
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195372731.003.0015
Subject:
Neuroscience, Techniques

Developments in M/EEG analysis allows for models that are sophisticated enough to capture the full richness of the data. This chapter focuses on dynamic causal modeling (DCM) for M/EEG, which entails ... More


Analyzing Functional and Effective Connectivity with fMRI

Klaas Enno Stephan and Karl J. Friston

in Simultaneous EEG and fMRI: Recording, Analysis, and Application

Published in print:
2010
Published Online:
May 2010
ISBN:
9780195372731
eISBN:
9780199776283
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195372731.003.0016
Subject:
Neuroscience, Techniques

Functional neuroimaging techniques, e.g. positron emission tomography (PET) and functional magnetic resonance imaging (fMRI), and neurophysiological methods, e.g. electroencephalography (EEG) and ... More


Clinical Applications: Epilepsy

Helmut Laufs and Rachel Thornton

in Simultaneous EEG and fMRI: Recording, Analysis, and Application

Published in print:
2010
Published Online:
May 2010
ISBN:
9780195372731
eISBN:
9780199776283
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195372731.003.0018
Subject:
Neuroscience, Techniques

This chapter reviews the clinical application of electroencephalography/functional magnetic resonance imaging (EEG-fMRI) to epilepsy at two levels. Initially, it summarizes the body of primary ... More


The Sources and Temporal Dynamics of Scalp Electric Fields

Christoph M. Michel and Daniel Brandeis

in Simultaneous EEG and fMRI: Recording, Analysis, and Application

Published in print:
2010
Published Online:
May 2010
ISBN:
9780195372731
eISBN:
9780199776283
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195372731.003.0001
Subject:
Neuroscience, Techniques

This chapter focuses on the spatiotemporal aspects of the electroencephalography (EEG), and discusses the most important findings concerning the oscillations and the temporal dynamics of electrical ... More


Recording EEG Signals Inside the MRI

Ingmar Gutberlet

in Simultaneous EEG and fMRI: Recording, Analysis, and Application

Published in print:
2010
Published Online:
May 2010
ISBN:
9780195372731
eISBN:
9780199776283
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195372731.003.0004
Subject:
Neuroscience, Techniques

This chapter focuses on the performance of parallel and concurrent electroencephalography (EEG), and functional magnetic resonance imaging (fMRI) measurements. Topics discussed include the technical ... More


Scanning Strategies for Simultaneous EEG-fMRI Recordings

Andrew P. Bagshaw and Christian-G. Bénar

in Simultaneous EEG and fMRI: Recording, Analysis, and Application

Published in print:
2010
Published Online:
May 2010
ISBN:
9780195372731
eISBN:
9780199776283
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195372731.003.0005
Subject:
Neuroscience, Techniques

The simultaneous recording of electroencephalography (EEG) and functional magnetic resonance imaging (fMRI) has opened several new perspectives within the field of functional MRI. It allows the ... More


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