From cognitive maps to spatial schemas

D Farzanfar, HJ Spiers, M Moscovitch… - Nature Reviews …, 2023 - nature.com
A schema refers to a structured body of prior knowledge that captures common patterns
across related experiences. Schemas have been studied separately in the realms of …

Extra-hippocampal contributions to pattern separation

T Amer, L Davachi - elife, 2023 - elifesciences.org
Pattern separation, or the process by which highly similar stimuli or experiences in memory
are represented by non-overlap** neural ensembles, has typically been ascribed to …

Getting aligned on representational alignment

I Sucholutsky, L Muttenthaler, A Weller, A Peng… - arxiv preprint arxiv …, 2023 - arxiv.org
Biological and artificial information processing systems form representations that they can
use to categorize, reason, plan, navigate, and make decisions. How can we measure the …

Modeling similarity and psychological space

BD Roads, BC Love - Annual Review of Psychology, 2024 - annualreviews.org
Similarity and categorization are fundamental processes in human cognition that help
complex organisms make sense of the cacophony of information in their environment. These …

Are episodic memories special? On the sameness of remembered and imagined event simulation

DR Addis - Journal of the Royal Society of New Zealand, 2018 - Taylor & Francis
Over the past decade, episodic memory has been reconceptualised as future-oriented. In
2007, Schacter and I proposed the 'constructive episodic simulation hypothesis' to account …

Nonmonotonic plasticity: how memory retrieval drives learning

VJH Ritvo, NB Turk-Browne, KA Norman - Trends in cognitive sciences, 2019 - cell.com
What are the principles that govern whether neural representations move apart
(differentiate) or together (integrate) as a function of learning? According to supervised …

Building concepts one episode at a time: The hippocampus and concept formation

ML Mack, BC Love, AR Preston - Neuroscience letters, 2018 - Elsevier
Abstract Concepts organize our experiences and allow for meaningful inferences in novel
situations. Acquiring new concepts requires extracting regularities across multiple learning …

Human representation learning

A Radulescu, YS Shin, Y Niv - Annual Review of Neuroscience, 2021 - annualreviews.org
The central theme of this review is the dynamic interaction between information selection
and learning. We pose a fundamental question about this interaction: How do we learn what …

Abstract task representations for inference and control

AR Vaidya, D Badre - Trends in cognitive sciences, 2022 - cell.com
Behavioral flexibility depends on our capacity to build and leverage abstract knowledge
about tasks. Recently, two separate lines of research have implicated distinct brain networks …

Ventromedial prefrontal cortex compression during concept learning

ML Mack, AR Preston, BC Love - Nature communications, 2020 - nature.com
Prefrontal cortex (PFC) is thought to support the ability to focus on goal-relevant information
by filtering out irrelevant information, a process akin to dimensionality reduction. Here, we …