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 …
For artificial systems to successfully act and adapt in the real world, it is desirable to similarly …
Brain-inspired replay for continual learning with artificial neural networks
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 …
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.
Targeted memory reactivation (TMR) is a methodology employed to manipulate memory
processing during sleep. TMR studies have great potential to advance understanding of …
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 …
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 …
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 …
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 …
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
Sleep is thought to support memory consolidation via reactivation of prior experiences, with
particular electrophysiological sleep signatures (slow oscillations (SOs) and sleep spindles) …
particular electrophysiological sleep signatures (slow oscillations (SOs) and sleep spindles) …
Sleep, plasticity and memory from molecules to whole-brain networks
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 …
we consider one compelling candidate: brain plasticity associated with memory processing …