Towards the utilization of EEG as a brain imaging tool

CM Michel, MM Murray - Neuroimage, 2012 - Elsevier
Recent advances in signal analysis have engendered EEG with the status of a true brain
mapping and brain imaging method capable of providing spatio-temporal information …

Simultaneous EEG-fMRI: what have we learned and what does the future hold?

T Warbrick - Sensors, 2022 - mdpi.com
Simultaneous EEG-fMRI has developed into a mature measurement technique in the past
25 years. During this time considerable technical and analytical advances have been made …

Methods for simultaneous EEG-fMRI: an introductory review

RJ Huster, S Debener, T Eichele… - Journal of …, 2012 - Soc Neuroscience
The simultaneous recording and analysis of electroencephalography (EEG) and fMRI data
in human systems, cognitive and clinical neurosciences is rapidly evolving and has received …

It's about time

MX Cohen - Frontiers in human neuroscience, 2011 - frontiersin.org
The purpose of this review/opinion paper is to argue that human cognitive neuroscience has
focused too little attention on how the brain may use time and time-based coding schemes to …

BrainVoyager—past, present, future

R Goebel - Neuroimage, 2012 - Elsevier
BrainVoyager started as a simple fMRI analysis tool in the mid 1990s; the software was
primarily created to fulfill the needs of its author and his colleagues to analyze anatomical …

Tensor-on-tensor regression

EF Lock - Journal of Computational and Graphical Statistics, 2018 - Taylor & Francis
ABSTRACT I propose a framework for the linear prediction of a multiway array (ie, a tensor)
from another multiway array of arbitrary dimension, using the contracted tensor product. This …

EEG–fMRI integration for the study of human brain function

J Jorge, W Van der Zwaag, P Figueiredo - Neuroimage, 2014 - Elsevier
Electroencephalography (EEG) and functional magnetic resonance imaging (fMRI) have
proved to be extremely valuable tools for the non-invasive study of human brain function …

Analysis of multimodal neuroimaging data

F Biessmann, S Plis, FC Meinecke… - IEEE reviews in …, 2011 - ieeexplore.ieee.org
Each method for imaging brain activity has technical or physiological limits. Thus,
combinations of neuroimaging modalities that can alleviate these limitations such as …

A personalized history of EEG–fMRI integration

H Laufs - Neuroimage, 2012 - Elsevier
In this personalized review, the history of EEG recorded simultaneously with functional MRI
(EEG–fMRI) is summarized. A brief overview is given of the hardware development followed …

Learning from more than one data source: data fusion techniques for sensorimotor rhythm-based brain–computer interfaces

S Fazli, S Dähne, W Samek, F Bießmann… - Proceedings of the …, 2015 - ieeexplore.ieee.org
Brain-computer interfaces (BCIs) are successfully used in scientific, therapeutic and other
applications. Remaining challenges are among others a low signal-to-noise ratio of neural …