[HTML][HTML] 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 slee**
mammalian brain and electrical surface correlates of neuronal oscillations in thalamus. As …

Learning machines and slee** brains: automatic sleep stage classification using decision-tree multi-class support vector machines

T Lajnef, S Chaibi, P Ruby, PE Aguera… - Journal of neuroscience …, 2015 - Elsevier
Background Sleep staging is a critical step in a range of electrophysiological signal
processing pipelines used in clinical routine as well as in sleep research. Although the …

Sleep spindles as an electrographic element: description and automatic detection methods

D Coppieters't Wallant, P Maquet, C Phillips - Neural plasticity, 2016 - Wiley Online Library
Sleep spindle is a peculiar oscillatory brain pattern which has been associated with a
number of sleep (isolation from exteroceptive stimuli, memory consolidation) and individual …

A deep learning approach for real-time detection of sleep spindles

PM Kulkarni, Z **ao, 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 …

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 …

A comparison of two sleep spindle detection methods based on all night averages: individually adjusted vs. fixed frequencies

PP Ujma, F Gombos, L Genzel, BN Konrad… - Frontiers in Human …, 2015 - frontiersin.org
Sleep spindles are frequently studied for their relationship with state and trait cognitive
variables, and they are thought to play an important role in sleep-related memory …

Novel Electrophysiological Signatures of Learning and Forgetting in Human Rapid Eye Movement Sleep

AE Shuster, PC Chen, H Niknazar… - Journal of …, 2024 - jneurosci.org
Despite the known behavioral benefits of rapid eye movement (REM) sleep, discrete neural
oscillatory events in human scalp electroencephalography (EEG) linked with behavior have …

Age-related differences and sexual dimorphism in canine sleep spindles

IB Iotchev, A Kis, B Turcsán… - Scientific Reports, 2019 - nature.com
Non-REM bursts of activity in the sigma range (9–16 Hz) typical of sleep spindles predict
learning in dogs, similar to humans and rats. Little is known, however, about the age-related …

[HTML][HTML] Sleep-spindles as a marker of attention and intelligence in dogs

IB Iotchev, D Szabó, B Turcsán, Z Bognár, E Kubinyi - Neuroimage, 2024 - Elsevier
The sleep spindle-generating thalamo-cortical circuitry supports attention capacity in awake
humans and animals, but using sleep spindles to predict differences in attention has not …

Method and system for automated detection of sleep spindles using a single EEG channels based TEO and EMD

Y Li, K Song, Y Zhang, F Karray - Expert Systems with Applications, 2024 - Elsevier
As a hallmark of N2 sleep stage, sleep spindle detection based on electroencephalogram
(EEG) recordings plays a crucial role in analyzing sleep. Hence, how to effectively …