What learning systems do intelligent agents need? Complementary learning systems theory updated

D Kumaran, D Hassabis, JL McClelland - Trends in cognitive sciences, 2016 - cell.com
We update complementary learning systems (CLS) theory, which holds that intelligent
agents must possess two learning systems, instantiated in mammalians in neocortex and …

Representational geometry: integrating cognition, computation, and the brain

N Kriegeskorte, RA Kievit - Trends in cognitive sciences, 2013 - cell.com
The cognitive concept of representation plays a key role in theories of brain information
processing. However, linking neuronal activity to representational content and cognitive …

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 …

The intrinsic memorability of face photographs.

WA Bainbridge, P Isola, A Oliva - Journal of Experimental …, 2013 - psycnet.apa.org
The faces we encounter throughout our lives make different impressions on us: Some are
remembered at first glance, while others are forgotten. Previous work has found that the …

Deconstructing multivariate decoding for the study of brain function

MN Hebart, CI Baker - Neuroimage, 2018 - Elsevier
Multivariate decoding methods were developed originally as tools to enable accurate
predictions in real-world applications. The realization that these methods can also be …

Transcending time in the brain: How event memories are constructed from experience

D Clewett, S DuBrow, L Davachi - Hippocampus, 2019 - Wiley Online Library
Our daily lives unfold continuously, yet when we reflect on the past, we remember those
experiences as distinct and cohesive events. To understand this phenomenon, early …

The features underlying the memorability of objects

MA Kramer, MN Hebart, CI Baker, WA Bainbridge - Science advances, 2023 - science.org
What makes certain images more memorable than others? While much of memory research
has focused on participant effects, recent studies using a stimulus-centric perspective have …

[HTML][HTML] Hippocampal activity patterns carry information about objects in temporal context

LT Hsieh, MJ Gruber, LJ Jenkins, C Ranganath - Neuron, 2014 - cell.com
The hippocampus is critical for human episodic memory, but its role remains controversial.
One fundamental question concerns whether the hippocampus represents specific objects …

Progress and challenges in probing the human brain

RA Poldrack, MJ Farah - Nature, 2015 - nature.com
Perhaps one of the greatest scientific challenges is to understand the human brain. Here we
review current methods in human neuroscience, highlighting the ways that they have been …

[HTML][HTML] Similarity breeds proximity: pattern similarity within and across contexts is related to later mnemonic judgments of temporal proximity

Y Ezzyat, L Davachi - Neuron, 2014 - cell.com
Experiences unfold over time, but little is known about the mechanisms that support the
formation of coherent episodic memories for temporally extended events. Recent work in …