The population doctrine in cognitive neuroscience

RB Ebitz, BY Hayden - Neuron, 2021 - cell.com
A major shift is happening within neurophysiology: a population doctrine is drawing level
with the single-neuron doctrine that has long dominated the field. Population-level ideas …

The whole prefrontal cortex is premotor cortex

JM Fine, BY Hayden - Philosophical Transactions of the …, 2022 - royalsocietypublishing.org
We propose that the entirety of the prefrontal cortex (PFC) can be seen as fundamentally
premotor in nature. By this, we mean that the PFC consists of an action abstraction hierarchy …

An artificial intelligence life cycle: From conception to production

D De Silva, D Alahakoon - Patterns, 2022 - cell.com
This paper presents the" CDAC AI life cycle," a comprehensive life cycle for the design,
development, and deployment of artificial intelligence (AI) systems and solutions. It …

Hierarchical action encoding in prefrontal cortex of freely moving macaques

B Voloh, DJN Maisson, RL Cervera, I Conover… - Cell reports, 2023 - cell.com
Our natural behavioral repertoires include coordinated actions of characteristic types. To
better understand how neural activity relates to the expression of actions and action …

Neuroscience needs evolution

P Cisek, BY Hayden - Philosophical Transactions of the …, 2022 - royalsocietypublishing.org
The nervous system is a product of evolution. That is, it was constructed through a long
series of modifications, within the strong constraints of heredity, and continuously subjected …

[HTML][HTML] Beyond simple laboratory studies: develo** sophisticated models to study rich behavior

A Maselli, J Gordon, M Eluchans, GL Lancia… - Physics of Life …, 2023 - Elsevier
Psychology and neuroscience are concerned with the study of behavior, of internal cognitive
processes, and their neural foundations. However, most laboratory studies use constrained …

The road towards understanding embodied decisions

J Gordon, A Maselli, GL Lancia, T Thiery… - Neuroscience & …, 2021 - Elsevier
Most current decision-making research focuses on classical economic scenarios, where
choice offers are prespecified and where action dynamics play no role in the decision …

Filling the gaps: Cognitive control as a critical lens for understanding mechanisms of value-based decision-making

R Frömer, A Shenhav - Neuroscience & Biobehavioral Reviews, 2022 - Elsevier
While often seeming to investigate rather different problems, research into value-based
decision making and cognitive control have historically offered parallel insights into how …

Semi-orthogonal subspaces for value mediate a binding and generalization trade-off

WJ Johnston, JM Fine, SBM Yoo, RB Ebitz… - Nature …, 2024 - nature.com
When choosing between options, we must associate their values with the actions needed to
select them. We hypothesize that the brain solves this binding problem through neural …

Simultaneous intracranial recordings of interacting brains reveal neurocognitive dynamics of human cooperation

J Wang, F Meng, C Xu, Y Zhang, K Liang, C Han… - Nature …, 2025 - nature.com
Cooperative interactions profoundly shape individual and collective behaviors of social
animals. Successful cooperation requires coordinated efforts by cooperators toward …