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 …

[HTML][HTML] About sleep's role in memory

B Rasch, J Born - Physiological reviews, 2013 - journals.physiology.org
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 …

The memory function of sleep

S Diekelmann, J Born - Nature reviews neuroscience, 2010 - nature.com
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 …

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 …

Hippocampal offline reactivation consolidates recently formed cell assembly patterns during sharp wave-ripples

GM Van de Ven, S Trouche, CG McNamara, K Allen… - Neuron, 2016 - cell.com
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 …

NEVER forget: negative emotional valence enhances recapitulation

HJ Bowen, SM Kark, EA Kensinger - Psychonomic bulletin & review, 2018 - Springer
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 …

The reorganization and reactivation of hippocampal maps predict spatial memory performance

D Dupret, J O'neill, B Pleydell-Bouverie… - Nature …, 2010 - nature.com
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 …

Human hippocampal replay during rest prioritizes weakly learned information and predicts memory performance

AC Schapiro, EA McDevitt, TT Rogers… - Nature …, 2018 - nature.com
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 …