DCT based multi-head attention-BiGRU model for EEG source location

B Zhang, D Li, D Wang - Biomedical Signal Processing and Control, 2024 - Elsevier
Electroencephalogram source imaging (ESI) pertains to localize brain sources. Due to the
one-to-many relationship between electroencephalogram (EEG) signals and brain sources …

[HTML][HTML] Effect of channel density, inverse solutions and connectivity measures on EEG resting-state networks reconstruction: A simulation study

S Allouch, A Kabbara, J Duprez, M Khalil, J Modolo… - NeuroImage, 2023 - Elsevier
Along with the study of brain activity evoked by external stimuli, the past two decades
witnessed an increased interest in characterizing the spontaneous brain activity occurring …

Recent developments in spatio-temporal EEG source reconstruction techniques

C Kaur, P Singh, A Bisht, G Joshi, S Agrawal - Wireless personal …, 2022 - Springer
EEG is gaining recognition in the field of real-time applications. However, the EEG inverse
problem leads to poor spatial resolution in brain source localization. This paper presents an …

ConvDip: A convolutional neural network for better EEG source imaging

L Hecker, R Rupprecht, L Tebartz Van Elst… - Frontiers in …, 2021 - frontiersin.org
The electroencephalography (EEG) is a well-established non-invasive method in
neuroscientific research and clinical diagnostics. It provides a high temporal but low spatial …

Cerebellar EEG source localization reveals age‐related compensatory activity moderated by genetic risk for Alzheimer's disease

ER Paitel, KA Nielson - Psychophysiology, 2023 - Wiley Online Library
The apolipoprotein‐E (APOE) ε4 allele is the greatest genetic risk factor for late‐onset
Alzheimer's disease (AD), but alone it is not sufficiently predictive. Because …

[HTML][HTML] Personalized tdcs for focal epilepsy—a narrative review: A data-driven workflow based on imaging and eeg data

S Beumer, P Boon, DCW Klooster, R van Ee, E Carrette… - Brain Sciences, 2022 - mdpi.com
Conventional transcranial electric stimulation (tES) using standard anatomical positions for
the electrodes and standard stimulation currents is frequently not sufficiently selective in …

Perception‐action integration during inhibitory control is reflected in a concomitant multi‐region processing of specific codes in the neurophysiological signal

N Gholamipourbarogh, A Prochnow, C Frings… - …, 2023 - Wiley Online Library
The integration of perception and action has long been studied in psychological science
using overarching cognitive frameworks. Despite these being very successful in explaining …

Source localization using recursively applied and projected MUSIC with flexible extent estimation

L Hecker, L Tebartz van Elst, J Kornmeier - Frontiers in Neuroscience, 2023 - frontiersin.org
Magneto-and electroencephalography (M/EEG) are widespread techniques to measure
neural activity in-vivo at a high temporal resolution but low spatial resolution. Locating the …

Mean-field modeling of brain-scale dynamics for the evaluation of EEG source-space networks

S Allouch, M Yochum, A Kabbara, J Duprez, M Khalil… - Brain Topography, 2022 - Springer
Understanding the dynamics of brain-scale functional networks at rest and during cognitive
tasks is the subject of intense research efforts to unveil fundamental principles of brain …

Efficient hybrid topology and shape optimization combining implicit and explicit design representations

TT Nguyen, JA Bærentzen, O Sigmund… - Structural and …, 2020 - Springer
This paper presents an interactive hybrid topology optimization method that (1) employs
density for topology optimization and (2) in a seamless fashion uses a Deformable Simplicial …