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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


Removal of MRI Artifacts from EEG Recordings

Tom Eichele, Matthias Moosmann, Lei Wu, Ingmar Gutberlet, and Stefan Debener

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/9780195372731.003.0006
Subject:
Neuroscience, Techniques

The simultaneous recording of electroencephalogram (EEG) and functional magnetic resonance imaging (fMRI) provides several advantages over multimodal integration based on separate EEG and fMRI ... More


Influence of EEG Equipment on MR Image Quality

Karen Mullinger and Richard Bowtell

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/9780195372731.003.0007
Subject:
Neuroscience, Techniques

This chapter first considers the detrimental effect of main magnetic field inhomogeneity in MRI, focusing on the particular effects of the differences in magnetic susceptibility between the materials ... More


EEG: A Window on the Mind

Paull Nunez

in Brain, Mind, and the Structure of Reality

Published in print:
2010
Published Online:
May 2010
ISBN:
9780195340716
eISBN:
9780199776269
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195340716.003.0005
Subject:
Neuroscience, Development

This chapter focuses on electroencephalography (EEG). The first EEG recordings from the human scalp were obtained in the early 1920s by the German psychiatrist Hans Berger. It took more than 10 years ... More


Dynamic Patterns as Shadows of Thought

Paull Nunez

in Brain, Mind, and the Structure of Reality

Published in print:
2010
Published Online:
May 2010
ISBN:
9780195340716
eISBN:
9780199776269
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195340716.003.0006
Subject:
Neuroscience, Development

This chapter discusses EEG's shadows of thought, revealing a number of newly discovered relationships between mind and brain. A healthy consciousness seems to be associated with a proper “balance” ... More


Neural Engineering

Ferdinando A. Mussa-Ivaldi, Lee E. Miller, W. Zev Rymer, and Richard Weir

in Neuroergonomics: The brain at work

Published in print:
2006
Published Online:
May 2009
ISBN:
9780195177619
eISBN:
9780199864683
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195177619.003.0019
Subject:
Neuroscience, Sensory and Motor Systems, Behavioral Neuroscience

This chapter begins with a brief review of the earlier ideas and advances in the interaction between neural and artificial systems. It then reviews recent advances in the use of signals extracted by ... More


Enhancing imaginative expression in the performing arts with EEG-neurofeedback

John Gruzelier

in Musical Imaginations: Multidisciplinary perspectives on creativity, performance and perception

Published in print:
2011
Published Online:
May 2012
ISBN:
9780199568086
eISBN:
9780191731044
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199568086.003.0021
Subject:
Psychology, Music Psychology, Social Psychology

This chapter reviews studies on the application of electroencephalography (EEG)-neurofeedback to the performing arts. EEG spectral neurofeedback protocols may be divided into slow- versus fast-wave ... More


Electric and Magnetic Fields Produced by the Brain

Paul L. Nunez

in Brain–Computer Interfaces: Principles and Practice

Published in print:
2012
Published Online:
May 2012
ISBN:
9780195388855
eISBN:
9780199932689
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195388855.003.0003
Subject:
Neuroscience, Techniques

This chapter aims to provide the basic information needed for effective users of electric- or magnetic-field recording methods in brain-computer interface research and development. It addresses the ... More


Acquiring Brain Signals from Outside the Brain

Ramesh Srinivasan

in Brain–Computer Interfaces: Principles and Practice

Published in print:
2012
Published Online:
May 2012
ISBN:
9780195388855
eISBN:
9780199932689
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195388855.003.0006
Subject:
Neuroscience, Techniques

Most brain-computer interfaces (BCIs) determine their user's wishes by recording electromagnetic signals noninvasively from sensors on or above the scalp. The two principal noninvasive extracranial ... More


BCIs That Use P300 Event-Related Potentials

Eric W. Sellers, Yael Arbel, and Emanuel Donchin

in Brain–Computer Interfaces: Principles and Practice

Published in print:
2012
Published Online:
May 2012
ISBN:
9780195388855
eISBN:
9780199932689
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195388855.003.0012
Subject:
Neuroscience, Techniques

Event-related brain potentials (ERPs) in electroencephalography are manifestations at the scalp of neural activity that is triggered by, and is involved in, the processing of specific events. This ... More


BCI Therapeutic Applications for Improving Brain Function

Janis J. Daly and Ranganatha Sitaram

in Brain–Computer Interfaces: Principles and Practice

Published in print:
2012
Published Online:
May 2012
ISBN:
9780195388855
eISBN:
9780199932689
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195388855.003.0022
Subject:
Neuroscience, Techniques

This chapter describes ways in which brain-computer interfaces (BCIs) might be used as therapeutic tools to restore more normal motor control and more normal cognitive and emotional function to ... More


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