Biological underpinnings for lifelong learning machines

D Kudithipudi, M Aguilar-Simon, J Babb… - Nature Machine …, 2022 - nature.com
Biological organisms learn from interactions with their environment throughout their lifetime.
For artificial systems to successfully act and adapt in the real world, it is desirable to similarly …

The consolidation and transformation of memory

Y Dudai, A Karni, J Born - Neuron, 2015 - cell.com
Memory consolidation refers to the transformation over time of experience-dependent
internal representations and their neurobiological underpinnings. The process is assumed …

Brain-inspired replay for continual learning with artificial neural networks

GM Van de Ven, HT Siegelmann, AS Tolias - Nature communications, 2020 - nature.com
Artificial neural networks suffer from catastrophic forgetting. Unlike humans, when these
networks are trained on something new, they rapidly forget what was learned before. In the …

Promoting memory consolidation during sleep: A meta-analysis of targeted memory reactivation.

X Hu, LY Cheng, MH Chiu, KA Paller - Psychological bulletin, 2020 - psycnet.apa.org
Targeted memory reactivation (TMR) is a methodology employed to manipulate memory
processing during sleep. TMR studies have great potential to advance understanding of …

Sleep, cognition, and normal aging: integrating a half century of multidisciplinary research

MK Scullin, DL Bliwise - Perspectives on Psychological …, 2015 - journals.sagepub.com
Sleep is implicated in cognitive functioning in young adults. With increasing age, there are
substantial changes to sleep quantity and quality, including changes to slow-wave sleep …

Memory reconsolidation, emotional arousal, and the process of change in psychotherapy: New insights from brain science

RD Lane, L Ryan, L Nadel… - Behavioral and brain …, 2015 - cambridge.org
Since Freud, clinicians have understood that disturbing memories contribute to
psychopathology and that new emotional experiences contribute to therapeutic change. Yet …

Schemas provide a scaffold for neocortical integration of new memories over time

S Audrain, MP McAndrews - Nature Communications, 2022 - nature.com
Memory transformation is increasingly acknowledged in theoretical accounts of systems
consolidation, yet how memory quality and neural representation change over time and how …

[HTML][HTML] Memory consolidation is linked to spindle-mediated information processing during sleep

SA Cairney, N El Marj, BP Staresina - Current Biology, 2018 - cell.com
How are brief encounters transformed into lasting memories? Previous research has
established the role of non-rapid eye movement (NREM) sleep, along with its …

Endogenous memory reactivation during sleep in humans is clocked by slow oscillation-spindle complexes

T Schreiner, M Petzka, T Staudigl… - Nature communications, 2021 - nature.com
Sleep is thought to support memory consolidation via reactivation of prior experiences, with
particular electrophysiological sleep signatures (slow oscillations (SOs) and sleep spindles) …

Sleep, plasticity and memory from molecules to whole-brain networks

T Abel, R Havekes, JM Saletin, MP Walker - Current biology, 2013 - cell.com
Despite the ubiquity of sleep across phylogeny, its function remains elusive. In this review,
we consider one compelling candidate: brain plasticity associated with memory processing …