Sleep and synaptic renormalization: a computational study.

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How researchers see this paper

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Replay in Deep Learning: Current Approaches and Missing Biological Elements (2021, neutral): “The reduced excitability and heightened synaptic connections result in spontaneous activity during sleep (Olcese, Esser, & Tononi, 2010; Krishnan et al., 2016).”
Sleep and the Price of Plasticity: From Synaptic and Cellular Homeostasis to Memory Consolidation and Integration (2014, methodology): “(F) Control loop for the homeostatic regulation of connection strength and firing ra (Olcese et al., 2010).”
Synaptic Mechanisms of Memory Consolidation during Sleep Slow Oscillations (2016, background): “Some studies have suggested that the primary effect of sleep is homeostatic downregulation of synaptic efficacy (Olcese et al., 2010).”
Plasticity during Sleep Is Linked to Specific Regulation of Cortical Circuit Activity (2017, background): “…is not only a prerequisite for maintaining synaptic homeostasis, but can also produce substantial improvements of neuronal networks in overcoming catastrophic forgetting during sequential learning processes (Olcese et al., 2010; Hashmi et al., 2013; Nere et al., 2013; Kirkpatrick et al., 2017).”