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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 …
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
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 …
witnessed an increased interest in characterizing the spontaneous brain activity occurring …
Recent developments in spatio-temporal EEG source reconstruction techniques
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 …
problem leads to poor spatial resolution in brain source localization. This paper presents an …
ConvDip: A convolutional neural network for better EEG source imaging
The electroencephalography (EEG) is a well-established non-invasive method in
neuroscientific research and clinical diagnostics. It provides a high temporal but low spatial …
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
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 …
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
Conventional transcranial electric stimulation (tES) using standard anatomical positions for
the electrodes and standard stimulation currents is frequently not sufficiently selective in …
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
The integration of perception and action has long been studied in psychological science
using overarching cognitive frameworks. Despite these being very successful in explaining …
using overarching cognitive frameworks. Despite these being very successful in explaining …
Source localization using recursively applied and projected MUSIC with flexible extent estimation
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 …
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
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 …
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
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 …
density for topology optimization and (2) in a seamless fashion uses a Deformable Simplicial …