EEG-based brain-computer interfaces using motor-imagery: Techniques and challenges

N Padfield, J Zabalza, H Zhao, V Masero, J Ren - Sensors, 2019 - mdpi.com
Electroencephalography (EEG)-based brain-computer interfaces (BCIs), particularly those
using motor-imagery (MI) data, have the potential to become groundbreaking technologies …

Hypertension and sleep: overview of a tight relationship

JL Pepin, AL Borel, R Tamisier, JP Baguet, P Levy… - Sleep medicine …, 2014 - Elsevier
Autonomic cardiovascular control changes across sleep stages. Thus, blood pressure (BP),
heart rate and peripheral vascular resistance progressively decrease in non-rapid eye …

Heart rate variability-based driver drowsiness detection and its validation with EEG

K Fujiwara, E Abe, K Kamata… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Objective: Driver drowsiness detection is a key technology that can prevent fatal car
accidents caused by drowsy driving. The present work proposes a driver drowsiness …

Dynamic coupling between the central and autonomic nervous systems during sleep: a review

M de Zambotti, J Trinder, A Silvani, IM Colrain… - Neuroscience & …, 2018 - Elsevier
Sleep is characterized by coordinated cortical and cardiac oscillations reflecting
communication between the central (CNS) and autonomic (ANS) nervous systems. Here, we …

Interpretation of normalized spectral heart rate variability indices in sleep research: a critical review

RL Burr - Sleep, 2007 - academic.oup.com
The normalized spectral heart rate variability (HRV) measures low-frequency (LF) nu and
high-frequency (HF) nu are frequently used in contemporary sleep research studies to …

Validation of photoplethysmography-based sleep staging compared with polysomnography in healthy middle-aged adults

P Fonseca, T Weysen, MS Goelema, EIS Møst… - Sleep, 2017 - academic.oup.com
Abstract Study Objectives: To compare the accuracy of automatic sleep staging based on
heart rate variability measured from photoplethysmography (PPG) combined with body …

A multi-scale cortical wiring space links cellular architecture and functional dynamics in the human brain

C Paquola, J Seidlitz, O Benkarim, J Royer… - PLoS …, 2020 - journals.plos.org
The vast net of fibres within and underneath the cortex is optimised to support the
convergence of different levels of brain organisation. Here, we propose a novel coordinate …

Attention-based LSTM for non-contact sleep stage classification using IR-UWB radar

HB Kwon, SH Choi, D Lee, D Son… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
Manual scoring of sleep stages from polysomnography (PSG) records is essential to
understand the sleep quality and architecture. Since the PSG requires specialized …

The different facets of heart rate variability in obstructive sleep apnea

H Qin, N Steenbergen, M Glos, N Wessel… - Frontiers in …, 2021 - frontiersin.org
Obstructive sleep apnea (OSA), a heterogeneous and multifactorial sleep related breathing
disorder with high prevalence, is a recognized risk factor for cardiovascular morbidity and …

Deconstructing arousal into wakeful, autonomic and affective varieties

AB Satpute, PA Kragel, LF Barrett, TD Wager… - Neuroscience …, 2019 - Elsevier
Arousal plays a central role in a wide variety of phenomena, including wakefulness,
autonomic function, affect and emotion. Despite its importance, it remains unclear as to how …