How to build a cognitive map

JCR Whittington, D McCaffary, JJW Bakermans… - Nature …, 2022 - nature.com
Learning and interpreting the structure of the environment is an innate feature of biological
systems, and is integral to guiding flexible behaviors for evolutionary viability. The concept of …

Functional neuroimaging as a catalyst for integrated neuroscience

ES Finn, RA Poldrack, JM Shine - Nature, 2023 - nature.com
Functional magnetic resonance imaging (fMRI) enables non-invasive access to the awake,
behaving human brain. By tracking whole-brain signals across a diverse range of cognitive …

Tuned geometries of hippocampal representations meet the computational demands of social memory

LM Boyle, L Posani, S Irfan, SA Siegelbaum, S Fusi - Neuron, 2024 - cell.com
Social memory consists of two processes: the detection of familiar compared with novel
conspecifics and the detailed recollection of past social episodes. We investigated the …

A shift in the mechanisms controlling hippocampal engram formation during brain maturation

AI Ramsaran, Y Wang, A Golbabaei, S Aleshin… - Science, 2023 - science.org
The ability to form precise, episodic memories develops with age, with young children only
able to form gist-like memories that lack precision. The cellular and molecular events in the …

Evaluating cognitive maps and planning in large language models with cogeval

I Momennejad, H Hasanbeig… - Advances in …, 2023 - proceedings.neurips.cc
Recently an influx of studies claims emergent cognitive abilities in large language models
(LLMs). Yet, most rely on anecdotes, overlook contamination of training sets, or lack …

If deep learning is the answer, what is the question?

A Saxe, S Nelli, C Summerfield - Nature Reviews Neuroscience, 2021 - nature.com
Neuroscience research is undergoing a minor revolution. Recent advances in machine
learning and artificial intelligence research have opened up new ways of thinking about …

What to expect where and when: How statistical learning drives visual selection

J Theeuwes, L Bogaerts, D van Moorselaar - Trends in cognitive sciences, 2022 - cell.com
While the visual environment contains massive amounts of information, we should not and
cannot pay attention to all events. Instead, we need to direct attention to those events that …

Statistical learning research: A critical review and possible new directions.

R Frost, BC Armstrong, MH Christiansen - Psychological bulletin, 2019 - psycnet.apa.org
Statistical learning (SL) is involved in a wide range of basic and higher-order cognitive
functions and is taken to be an important building block of virtually all current theories of …

A generative model of memory construction and consolidation

E Spens, N Burgess - Nature human behaviour, 2024 - nature.com
Episodic memories are (re) constructed, share neural substrates with imagination, combine
unique features with schema-based predictions and show schema-based distortions that …

The neurobiological foundation of memory retrieval

PW Frankland, SA Josselyn, S Köhler - Nature neuroscience, 2019 - nature.com
Memory retrieval involves the interaction between external sensory or internally generated
cues and stored memory traces (or engrams) in a process termed 'ecphory'. While ecphory …