Article

Structural generalization and continual learning enabled by factorized entorhinal-hippocampal memory and entorhinal-parietal action circuits

2026-08-30

Abstract excerpt

Flexible behavior requires generalizable memory and learning. For example, we rapidly learn to commute in new cities by reusing our knowledge of Euclidean two-dimensional space and structures like roundabouts and subway systems without forgetting how to get to a favorite restaurant back home. Yet we lack a detailed understanding of how the brain uses existing knowledge to generalize while retaining the memory of s...

Identifiers and source

Literature Corpus work: f929f60c-05d6-5d7d-84b3-adf94015e798
DOI: 10.64898/2026.08.25.747129

Open publication

Related research

Semantic proximity does not establish scientific evidence. Graph snapshot: 2026-09-29.

Click a neighbor to travelStep 1 · 12 closest

Structural generalization and continual learning enabled by factorized entorhinal-hippocampal memory and entorhinal-parietal action circuitsDOI 10.64898/2026.08.25.747129Read

Neural representations supporting generalization under continual learningSemantic proximity Read

Impact of symmetry in local learning rules on predictive neural representations and generalization in spatial navigationSemantic proximity Read

Reinforcement Learning approaches to hippocampus-dependent flexible spatial navigationSemantic proximity Read

An active neural mechanism for relational learning and fast knowledge reassemblySemantic proximity Read

Toward the Emergence of Intelligent Control: Episodic Generalization and OptimizationSemantic proximity Read

Learning Structures: Predictive Representations, Replay, and GeneralizationSemantic proximity Read

Entorhinal and ventromedial prefrontal cortices abstract and generalise the structure of reinforcement learning problemsSemantic proximity Read

Inferences on a Multidimensional Social Hierarchy Use a Grid-like CodeSemantic proximity Read

Generalizing to generalize: when (and when not) to be compositional in task structure learningSemantic proximity Read

A rational account of human memory searchSemantic proximity Read

Replay builds an efficient cognitive map offline to avoid computation onlineSemantic proximity Read

Organizing memories for generalization in complementary learning systemsSemantic proximity Read