Sculpting memory during sleep: concurrent consolidation and forgetting
Graphical abstract
Introduction
The formation of long-term memory relies on the two distinct processes of encoding (or learning) and consolidation. Retrieval is a third process that contributes to memory formation by re-instating the stored information. Between encoding, that is the uptake of the information, and retrieval lies the period of retention, and already at the beginning of modern memory research it was proposed that during this retention period memories are not merely passively stored but that an active process of consolidation occurs [1], which has received wide support over the past century [2]. Especially, the idea that memory is consolidated during the brain’s offline periods of deep slow wave sleep has risen to a champion of consolidation theory (Figure 1, Figure 2) [3, 4, 5]. Just recently, in the neocortex, the formation of dendritic spines was observed, during sleep after learning a motor task, as a neural substrate of memory formation, which was positively related to task performance [6••].
At its outset, memory research mainly focused on forgetting [7]. Essentially, two forms of forgetting were proposed. The first argues that forgetting occurs due to interference, that is older memory traces are constantly being overwritten by newer encoding events. Consequently, a passive role of sleep protecting from interference has been claimed repeatedly since its first conceptualisation [8], even though this type of forgetting seems to play only a minor role for memories involving the hippocampal system [9]. The second claims that memory traces passively decay over time and this account, later on, was extended to include active decay processes [10]. Here also, sleep has been proposed to play a major role, renormalizing synaptic weights and balancing out potentiation occurring as a result of encoding information during wake (Figure 2) [11••].
Covering mainly the period from 2013 to now, we review the latest developments regarding sleep’s role for consolidation and forgetting. Initially, it seems difficult to reconcile these two accounts. To the contrary, building on our previous reasoning [4, 12] we will present a framework, derived from novel developments in the field, to explain how consolidation and forgetting work together to sculpt lasting memories from a day’s clay of episodic experiences. Ultimately, forgetting might arise as the fourth process of memory formation that enables the long-term function of the other three processes.
Section snippets
Strengthening memory during sleep
The hypothesis that during sleep memory benefits from the repeated replay of neuronal representations that were formed to encode information during prior wakefulness was induced from the initial finding that in rats hippocampal place cells that show correlated firing during wake encoding of a simple maze re-exhibit this correlated firing pattern during subsequent slow wave sleep (SWS) [13] and replay during sleep has recently been shown to predict reinstatement strength during retrieval [14].
Forgetting during sleep
The synaptic homeostasis hypothesis explains how the brain copes with the physiological demands of learning relying on potentiation of synaptic networks, which would lead to unsustainable demands in energy and space as well as escalating potentiation, if potentiation remained unchecked [11••]. There is, indeed, a net reduction in the amount of cortical dendritic spines found in adolescent rats’ (postnatal day 23–44) cortex after sleep, while there is an increase after wake [46]. Likewise the
Interactions between forgetting and consolidation
Altogether the last years have supplied a vast amount of behavioural support for the role of sleep in consolidating memories (see Ref. [54] for a comprehensive review). However, the notion of sleep promoting forgetting is mainly supported indirectly by neurophysiological evidence and hints from enhanced new learning after sleep, whereas direct behavioural evidence is largely missing. Nonetheless, in a recent laborious experiment we found initial support for sleep-induced forgetting in a
Concluding remarks
The present review aims to reconcile sleep-associated processes of consolidation and forgetting, and highlights their interaction bearing the potential for abstracting gist from large amounts of information. While the causal relationship between behavioural and neurobiological indicators of sleep-dependent memory consolidation has been investigated in detail during the last years, such a link is completely missing for forgetting during sleep. We argue that sleep-induced forgetting can only be
Conflict of interest statement
The authors declare no conflicts of interest.
References and recommended reading
Papers of particular interest, published within the period of review, have been highlighted as:
• of special interest
•• of outstanding interest
Acknowledgements
This work was supported by a grant from the Deutsche Forschungsgemeinschaft (DFG; SFB 654 “Plasticity and Sleep”). GBF is currently receiving a personal stipend from the DFG to conduct research at the University College London (FE 1617/1-1).
References (72)
- et al.
Sleep and the price of plasticity: from synaptic and cellular homeostasis to memory consolidation and integration
Neuron
(2014) - et al.
Sleep to upscale, sleep to downscale: balancing homeostasis and plasticity
Neuron
(2012) - et al.
Hippocampal offline reactivation consolidates recently formed cell assembly patterns during sharp wave-ripples
Neuron
(2016) - et al.
Coordinated grid and place cell replay during rest
Nat Neurosci
(2016) - et al.
Selective suppression of hippocampal ripples impairs spatial memory
Nat Neurosci
(2009) - et al.
Hippocampo-cortical coupling mediates memory consolidation during sleep
Nat Neurosci
(2016) - et al.
Low acetylcholine during slow-wave sleep is critical for declarative memory consolidation
Proc Natl Acad Sci U S A
(2004) - et al.
Sleep and waking modulate spine turnover in the adolescent mouse cortex
Nat Neurosci
(2011) - et al.
Neuronal firing rate homeostasis is inhibited by sleep and promoted by wake
Cell
(2016) - et al.
The limited capacity of sleep-dependent memory consolidation
Front Psychol
(2016)
Naps promote abstraction in language-learning infants
Psychol Sci
System consolidation during sleep—a common principle underlying psychological and immunological memory formation
Trends Neurosci
Generalizing memories over time: sleep and reinforcement facilitate transitive inference
Neurobiol Learn Mem
Sleep enhances a spatially-mediated generalisation of learned values
Learn Mem
Experimentelle Beiträge zur Lehre vom Gedächtnis
Zeitschrift für Psychologie, Ergänzungsband
Memory—a century of consolidation
Science
Sleep smart-optimizing sleep for declarative learning and memory
Front Psychol
The memory function of sleep
Nat Rev Neurosci
Simple memory: a theory for archicortex
Philos Trans R Soc Lond B Biol Sci
Sleep promotes branch-specific formation of dendritic spines after learning
Science
Über das Gedächtnis
Obliviscence during sleep and waking
Am J Psychol
Forgetting patterns differentiate between two forms of memory representation
Psychol Sci
Decay happens: the role of active forgetting in memory
Trends Cogn Sci
Reactivation of hippocampal ensemble memories during sleep
Science
Coordinated memory replay in the visual cortex and hippocampus during sleep
Nat Neurosci
Odor cues during slow-wave sleep prompt declarative memory consolidation
Science
Biasing the content of hippocampal replay during sleep
Nat Neurosci
Boosting vocabulary learning by verbal cueing during sleep
Cereb Cortex
Cognitive neuroscience. Unlearning implicit social biases during sleep
Science
Stimulus-specific enhancement of fear extinction during slow-wave sleep
Nat Neurosci
Hierarchical nesting of slow oscillations, spindles and ripples in the human hippocampus during sleep
Nat Neurosci
Temporal coupling of parahippocampal ripples, sleep spindles and slow oscillations in humans
Brain
Identified cellular correlates of neocortical ripple and high-gamma oscillations during spindles of natural sleep
Neuron
Auditory closed-loop stimulation of the sleep slow oscillation enhances memory
Neuron
Driving sleep slow oscillations by auditory closed-loop stimulation—a self-limiting process
J Neurosci
Cited by (112)
Mystery of the memory engram: History, current knowledge, and unanswered questions
2024, Neuroscience and Biobehavioral ReviewsElectroencephalographic and neurophysiological changes
2023, Encyclopedia of Sleep and Circadian Rhythms: Volume 1-6, Second EditionThe facilitation of learning and memory by sleep
2023, Encyclopedia of Sleep and Circadian Rhythms: Volume 1-6, Second EditionBiased confabulation in risky choice
2022, CognitionCitation Excerpt :Our results show a surprising pattern of memory intrusions, as we see increased recall of plausible but confabulated outcomes from the same source or “list”. One interesting possibility is that people are engaging in a form of generalization as seen in category and function learning (DeLosh et al., 1997) or gist abstraction (Feld & Born, 2017). This generalization enables them to confabulate recalls for each of the cues in line with the features of the category (e.g., a number between 100 and 190).