[HTML][HTML] EEG-based BCI emotion recognition: A survey

EP Torres, EA Torres, M Hernández-Álvarez, SG Yoo - Sensors, 2020 - mdpi.com
Affecting computing is an artificial intelligence area of study that recognizes, interprets,
processes, and simulates human affects. The user's emotional states can be sensed through …

Tensors in statistics

X Bi, X Tang, Y Yuan, Y Zhang… - Annual review of statistics …, 2021 - annualreviews.org
This article provides an overview of tensors, their properties, and their applications in
statistics. Tensors, also known as multidimensional arrays, are generalizations of matrices to …

A contemporary and comprehensive survey on streaming tensor decomposition

K Abed-Meraim, NL Trung… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Tensor decomposition has been demonstrated to be successful in a wide range of
applications, from neuroscience and wireless communications to social networks. In an …

[HTML][HTML] Harmonized-multinational qEEG norms (HarMNqEEG)

M Li, Y Wang, C Lopez-Naranjo, S Hu, RCG Reyes… - NeuroImage, 2022 - Elsevier
This paper extends frequency domain quantitative electroencephalography (qEEG) methods
pursuing higher sensitivity to detect Brain Developmental Disorders. Prior qEEG work lacked …

A long short-term memory network for sparse spatiotemporal EEG source imaging

JC Bore, P Li, L Jiang, WMA Ayedh… - … on Medical Imaging, 2021 - ieeexplore.ieee.org
EEG inverse problem is underdetermined, which poses a long standing challenge in
Neuroimaging. The combination of source-imaging and analysis of cortical directional …

The Cuban Human Brain Map** Project, a young and middle age population-based EEG, MRI, and cognition dataset

PA Valdes-Sosa, L Galan-Garcia, J Bosch-Bayard… - Scientific Data, 2021 - nature.com
Abstract The Cuban Human Brain Map** Project (CHBMP) repository is an open
multimodal neuroimaging and cognitive dataset from 282 young and middle age healthy …

Fast randomized algorithms for t-product based tensor operations and decompositions with applications to imaging data

DA Tarzanagh, G Michailidis - SIAM Journal on Imaging Sciences, 2018 - SIAM
Tensors of order three or higher have found applications in diverse fields, including image
and signal processing, data mining, biomedical engineering, and link analysis, to name a …