Sleep spindles: mechanisms and functions
LMJ Fernandez, A Lüthi - Physiological reviews, 2020 - journals.physiology.org
Sleep spindles are burstlike signals in the electroencephalogram (EEG) of the sleeping
mammalian brain and electrical surface correlates of neuronal oscillations in thalamus. As …
mammalian brain and electrical surface correlates of neuronal oscillations in thalamus. As …
Automatic sleep spindles detection—overview and development of a standard proposal assessment method
S Devuyst, T Dutoit, P Stenuit… - … conference of the IEEE …, 2011 - ieeexplore.ieee.org
Since the 1970s, various automatic sleep spindles procedures have been implemented and
presented in the literature. Unfortunately, their results are not easily comparable because …
presented in the literature. Unfortunately, their results are not easily comparable because …
Montreal Archive of Sleep Studies: an open‐access resource for instrument benchmarking and exploratory research
Manual processing of sleep recordings is extremely time‐consuming. Efforts to automate this
process have shown promising results, but automatic systems are generally evaluated on …
process have shown promising results, but automatic systems are generally evaluated on …
Sleep-spindle detection: crowdsourcing and evaluating performance of experts, non-experts and automated methods
Sleep spindles are discrete, intermittent patterns of brain activity observed in human
electroencephalographic data. Increasingly, these oscillations are of biological and clinical …
electroencephalographic data. Increasingly, these oscillations are of biological and clinical …
A sleep spindle detection algorithm that emulates human expert spindle scoring
K Lacourse, J Delfrate, J Beaudry, P Peppard… - Journal of neuroscience …, 2019 - Elsevier
Background Sleep spindles are a marker of stage 2 NREM sleep that are linked to learning
& memory and are altered by many neurological diseases. Although visual inspection of the …
& memory and are altered by many neurological diseases. Although visual inspection of the …
Sleep spindles and spike–wave discharges in EEG: their generic features, similarities and distinctions disclosed with Fourier transform and continuous wavelet …
E Sitnikova, AE Hramov, AA Koronovsky… - Journal of neuroscience …, 2009 - Elsevier
Epileptic activity in the form of spike–wave discharges (SWD) appears in the
electroencephalogram (EEG) during absence seizures. A relationship between SWD and …
electroencephalogram (EEG) during absence seizures. A relationship between SWD and …
Automatic sleep staging using ear-EEG
KB Mikkelsen, DB Villadsen, M Otto… - Biomedical engineering …, 2017 - Springer
Background Sleep and sleep quality assessment by means of sleep stage analysis is
important for both scientific and clinical applications. Unfortunately, the presently preferred …
important for both scientific and clinical applications. Unfortunately, the presently preferred …
A deep learning approach for real-time detection of sleep spindles
PM Kulkarni, Z Xiao, EJ Robinson… - Journal of neural …, 2019 - iopscience.iop.org
Objective. Sleep spindles have been implicated in memory consolidation and synaptic
plasticity during NREM sleep. Detection accuracy and latency in automatic spindle detection …
plasticity during NREM sleep. Detection accuracy and latency in automatic spindle detection …
Spindle oscillations in sleep disorders: a systematic review
OM Weiner, TT Dang-Vu - Neural plasticity, 2016 - Wiley Online Library
Measurement of sleep microarchitecture and neural oscillations is an increasingly popular
technique for quantifying EEG sleep activity. Many studies have examined sleep spindle …
technique for quantifying EEG sleep activity. Many studies have examined sleep spindle …
Stage-independent, single lead EEG sleep spindle detection using the continuous wavelet transform and local weighted smoothing
A Tsanas, GD Clifford - Frontiers in human neuroscience, 2015 - frontiersin.org
Sleep spindles are critical in characterizing sleep and have been associated with cognitive
function and pathophysiological assessment. Typically, their detection relies on the …
function and pathophysiological assessment. Typically, their detection relies on the …