A sensory–motor theory of the neocortex

RPN Rao - Nature neuroscience, 2024 - nature.com
Recent neurophysiological and neuroanatomical studies suggest a close interaction
between sensory and motor processes across the neocortex. Here, I propose that the …

[HTML][HTML] The generative neural microdynamics of cognitive processing

DC McNamee - Current Opinion in Neurobiology, 2024 - Elsevier
The entorhinal cortex and hippocampus form a recurrent network that informs many
cognitive processes, including memory, planning, navigation, and imagination. Neural …

Generative replay underlies compositional inference in the hippocampal-prefrontal circuit

P Schwartenbeck, A Baram, Y Liu, S Mark, T Muller… - Cell, 2023 - cell.com
Human reasoning depends on reusing pieces of information by putting them together in new
ways. However, very little is known about how compositional computation is implemented in …

A geometrical solution underlies general neural principle for serial ordering

G Di Antonio, S Raglio, M Mattia - Nature Communications, 2024 - nature.com
A general mathematical description of how the brain sequentially encodes knowledge
remains elusive. We propose a linear solution for serial learning tasks, based on the concept …

ROSE: A neurocomputational architecture for syntax

E Murphy - Journal of Neurolinguistics, 2024 - Elsevier
A comprehensive neural model of language must accommodate four components:
representations, operations, structures and encoding. Recent intracranial research has …

Offline ensemble co-reactivation links memories across days

Y Zaki, ZT Pennington, D Morales-Rodriguez… - Nature, 2024 - nature.com
Memories are encoded in neural ensembles during learning,,,,–and are stabilized by post-
learning reactivation,,,,,,,,,–. Integrating recent experiences into existing memories ensures …

A mathematical theory of relational generalization in transitive inference

S Lippl, K Kay, G Jensen, VP Ferrera… - Proceedings of the …, 2024 - pnas.org
Humans and animals routinely infer relations between different items or events and
generalize these relations to novel combinations of items. This allows them to respond …

Cognitive maps and schizophrenia

MM Nour, Y Liu, M El-Gaby, RA McCutcheon… - Trends in Cognitive …, 2024 - cell.com
Structured internal representations ('cognitive maps') shape cognition, from imagining the
future and counterfactual past, to transferring knowledge to new settings. Our understanding …

Replay and Ripples in Humans

J Zhang, J Ou, Y Liu - Annual Review of Neuroscience, 2025 - annualreviews.org
During rest and sleep, the brain processes information through replay, reactivating neural
patterns linked to past events and facilitating the exploration of potential future scenarios …

Neural mechanisms of relational learning and fast knowledge reassembly in plastic neural networks

T Miconi, K Kay - Nature Neuroscience, 2025 - nature.com
Humans and animals have a striking ability to learn relationships between items in
experience (such as stimuli, objects and events), enabling structured generalization and …