A goal-centric outlook on learning

G Molinaro, AGE Collins - Trends in Cognitive Sciences, 2023 - cell.com
Goals play a central role in human cognition. However, computational theories of learning
and decision-making often take goals as given. Here, we review key empirical findings …

Human hippocampus and dorsomedial prefrontal cortex infer and update latent causes during social interaction

A Mahmoodi, S Luo, C Harbison, P Piray… - Neuron, 2023 - cell.com
Latent-cause inference is the process of identifying features of the environment that have
caused an outcome. This problem is especially important in social settings where individuals …

A spatial transformation-based CAN model for information integration within grid cell modules

Z Zhang, F Tang, Y Li, X Feng - Cognitive Neurodynamics, 2024 - Springer
The hippocampal-entorhinal circuit is considered to play an important role in the spatial
cognition of animals. However, the mechanism of the information flow within the circuit and …

Forming cognitive maps for abstract spaces: the roles of the human hippocampus and orbitofrontal cortex

Y Qiu, H Li, J Liao, K Chen, X Wu, B Liu… - Communications …, 2024 - nature.com
How does the human brain construct cognitive maps for decision-making and inference?
Here, we conduct an fMRI study on a navigation task in multidimensional abstract spaces …

Contextual expectations shape cortical reinstatement of sensory representations

A Clarke, J Crivelli-Decker… - Journal of …, 2022 - Soc Neuroscience
When making a turn at a familiar intersection, we know what items and landmarks will come
into view. These perceptual expectations, or predictions, come from our knowledge of the …

The brain hierarchically represents the past and future during multistep anticipation

H Tarder-Stoll, C Baldassano, M Aly - bioRxiv, 2023 - biorxiv.org
Memory for temporal structure enables both planning of future events and retrospection of
past events. We investigated how the brain flexibly represents extended temporal …

A space of goals: the cognitive geometry of informationally bounded agents

K Archer, N Catenacci Volpi… - Royal Society Open …, 2022 - royalsocietypublishing.org
Traditionally, Euclidean geometry is treated by scientists as a priori and objective. However,
when we take the position of an agent, the problem of selecting a best route should also …

Schemas, reinforcement learning, and the medial prefrontal cortex

O Bein, Y Niv - 2023 - psyarxiv.com
Schemas are rich and complex knowledge structures about the typical unfolding of events in
a context. For example, a schema of a lovely dinner at a restaurant. Schemas are central in …

Neural codes track prior events in a narrative and predict subsequent memory for details

SHP Collin, RP Kempner, S Srivatsan, KA Norman - BioRxiv, 2024 - biorxiv.org
Throughout our lives, we learn schemas that specify what types of events to expect in
particular contexts and the temporal order in which these events usually occur. Here, our first …

Memory-based predictions prime perceptual judgments across head turns in immersive, real-world scenes

A Mynick, A Steel, A Jayaraman, TL Botch, A Burrows… - 2023 - osf.io
Our visual world extends beyond our field of view, requiring eye, head, and body
movements to see completely. What cognitive mechanisms support our seamless interaction …