Replay in deep learning: Current approaches and missing biological elements

TL Hayes, GP Krishnan, M Bazhenov… - Neural …, 2021 - ieeexplore.ieee.org
Replay is the reactivation of one or more neural patterns that are similar to the activation
patterns experienced during past waking experiences. Replay was first observed in …

Sleep and the price of plasticity: from synaptic and cellular homeostasis to memory consolidation and integration

G Tononi, C Cirelli - Neuron, 2014 - cell.com
Sleep is universal, tightly regulated, and its loss impairs cognition. But why does the brain
need to disconnect from the environment for hours every day? The synaptic homeostasis …

[HTML][HTML] About sleep's role in memory

B Rasch, J Born - Physiological reviews, 2013 - journals.physiology.org
Over more than a century of research has established the fact that sleep benefits the
retention of memory. In this review we aim to comprehensively cover the field of “sleep and …

Cortical circuit activity underlying sleep slow oscillations and spindles

N Niethard, HVV Ngo, I Ehrlich… - Proceedings of the …, 2018 - National Acad Sciences
Slow oscillations and sleep spindles are hallmarks of the EEG during slow-wave sleep
(SWS). Both oscillatory events, especially when co-occurring in the constellation of spindles …

[PDF][PDF] Sleep and synaptic down-selection

G Tononi, C Cirelli - Micro-, meso-and macro-dynamics of the …, 2016 - library.oapen.org
Sleep is universal, tightly regulated, and many cognitive functions are impaired if we do not
sleep. But why? Why do our brains need to disconnect from the environment for hours every …

Driving sleep slow oscillations by auditory closed-loop stimulation—a self-limiting process

HVV Ngo, A Miedema, I Faude, T Martinetz… - Journal of …, 2015 - Soc Neuroscience
The< 1 Hz EEG slow oscillation (SO) is a hallmark of slow-wave sleep (SWS) and is critically
involved in sleep-associated memory formation. Previous studies showed that SOs and …

Impaired tuning of neural ensembles and the pathophysiology of schizophrenia: a translational and computational neuroscience perspective

JH Krystal, A Anticevic, GJ Yang, G Dragoi… - Biological …, 2017 - Elsevier
The functional optimization of neural ensembles is central to human higher cognitive
functions. When the functions through which neural activity is tuned fail to develop or break …

Human cortical excitability increases with time awake

R Huber, H Mäki, M Rosanova, S Casarotto… - Cerebral …, 2013 - academic.oup.com
Prolonged wakefulness is associated not only with obvious changes in the way we feel and
perform but also with well-known clinical effects, such as increased susceptibility to seizures …

The function (s) of sleep

MG Frank, HC Heller - Sleep-wake neurobiology and pharmacology, 2019 - Springer
Sleep is a highly conserved phenomenon in endotherms, and therefore it must serve at least
one basic function across this wide range of species. What that function is remains one of …

Linking network activity to synaptic plasticity during sleep: hypotheses and recent data

C Puentes-Mestril, SJ Aton - Frontiers in neural circuits, 2017 - frontiersin.org
Research findings over the past two decades have supported a link between sleep states
and synaptic plasticity. Numerous mechanistic hypotheses have been put forth to explain …