Perceptual-cognitive integration for goal-directed action in naturalistic environments

J Fooken, BR Baltaretu, DA Barany, G Diaz… - Journal of …, 2023 - jneurosci.org
Real-world actions require one to simultaneously perceive, think, and act on the surrounding
world, requiring the integration of (bottom-up) sensory information and (top-down) cognitive …

A network neuroscience of human learning: potential to inform quantitative theories of brain and behavior

DS Bassett, MG Mattar - Trends in cognitive sciences, 2017 - cell.com
Humans adapt their behavior to their external environment in a process often facilitated by
learning. Efforts to describe learning empirically can be complemented by quantitative …

The basal ganglia control the detailed kinematics of learned motor skills

AK Dhawale, SBE Wolff, R Ko, BP Ölveczky - Nature neuroscience, 2021 - nature.com
The basal ganglia are known to influence action selection and modulation of movement
vigor, but whether and how they contribute to specifying the kinematics of learned motor …

People construct simplified mental representations to plan

MK Ho, D Abel, CG Correa, ML Littman, JD Cohen… - Nature, 2022 - nature.com
One of the most striking features of human cognition is the ability to plan. Two aspects of
human planning stand out—its efficiency and flexibility. Efficiency is especially impressive …

Independent generation of sequence elements by motor cortex

AJ Zimnik, MM Churchland - Nature neuroscience, 2021 - nature.com
Rapid execution of motor sequences is believed to depend on fusing movement elements
into cohesive units that are executed holistically. We sought to determine the contribution of …

Humans decompose tasks by trading off utility and computational cost

CG Correa, MK Ho, F Callaway, ND Daw… - PLoS computational …, 2023 - journals.plos.org
Human behavior emerges from planning over elaborate decompositions of tasks into goals,
subgoals, and low-level actions. How are these decompositions created and used? Here …

Neural organization of hierarchical motor sequence representations in the human neocortex

A Yokoi, J Diedrichsen - Neuron, 2019 - cell.com
Although it is widely accepted that the brain represents movement sequences hierarchically,
the neural implementation of this organization is still poorly understood. To address this …

Dissociating the contributions of sensorimotor striatum to automatic and visually guided motor sequences

KGC Mizes, J Lindsey, GS Escola, BP Ölveczky - Nature neuroscience, 2023 - nature.com
The ability to sequence movements in response to new task demands enables rich and
adaptive behavior. However, such flexibility is computationally costly and can result in …

Policy compression: An information bottleneck in action selection

L Lai, SJ Gershman - Psychology of learning and motivation, 2021 - Elsevier
The brain has evolved to produce a diversity of behaviors under stringent computational
resource constraints. Given this limited capacity, how do biological agents balance reward …

C-SMB 2.0: Integrating over 25 years of motor sequencing research with the Discrete Sequence Production task

WB Verwey - Psychonomic bulletin & review, 2024 - Springer
An exhaustive review is reported of over 25 years of research with the Discrete Sequence
Production (DSP) task as reported in well over 100 articles. In line with the increasing call for …