Biological underpinnings for lifelong learning machines
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 …
The consolidation and transformation of memory
Memory consolidation refers to the transformation over time of experience-dependent
internal representations and their neurobiological underpinnings. The process is assumed …
internal representations and their neurobiological underpinnings. The process is assumed …
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 …
[HTML][HTML] About sleep's role in memory
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 …
retention of memory. In this review we aim to comprehensively cover the field of “sleep and …
The memory function of sleep
Sleep has been identified as a state that optimizes the consolidation of newly acquired
information in memory, depending on the specific conditions of learning and the timing of …
information in memory, depending on the specific conditions of learning and the timing of …
How schema and novelty augment memory formation
MTR Van Kesteren, DJ Ruiter, G Fernández… - Trends in …, 2012 - cell.com
Information that is congruent with existing knowledge (a schema) is usually better
remembered than less congruent information. Only recently, however, has the role of …
remembered than less congruent information. Only recently, however, has the role of …
Hippocampal offline reactivation consolidates recently formed cell assembly patterns during sharp wave-ripples
The ability to reinstate neuronal assemblies representing mnemonic information is thought
to require their consolidation through offline reactivation during sleep/rest. To test this, we …
to require their consolidation through offline reactivation during sleep/rest. To test this, we …
NEVER forget: negative emotional valence enhances recapitulation
A hallmark feature of episodic memory is that of “mental time travel,” whereby an individual
feels they have returned to a prior moment in time. Cognitive and behavioral neuroscience …
feels they have returned to a prior moment in time. Cognitive and behavioral neuroscience …
The reorganization and reactivation of hippocampal maps predict spatial memory performance
The hippocampus is an important brain circuit for spatial memory and the spatially selective
spiking of hippocampal neuronal assemblies is thought to provide a mnemonic …
spiking of hippocampal neuronal assemblies is thought to provide a mnemonic …
Human hippocampal replay during rest prioritizes weakly learned information and predicts memory performance
The hippocampus replays experiences during quiet rest periods, and this replay benefits
subsequent memory. A critical open question is how memories are prioritized for this replay …
subsequent memory. A critical open question is how memories are prioritized for this replay …