Rationalizing constraints on the capacity for cognitive control

Reverse-engineering the cortical architecture for controlled semantic cognition

(2021) Rebecca L. Jackson et al.   Nature Human Behaviour

Topological limits to the parallel processing capability of network architectures

(2021) Giovanni Petri et al.   Nature Physics

Multiple decisions about one object involve parallel sensory acquisition but time-multiplexed evidence incorporation

(2021) Yul HR Kang et al.   eLife

Shared mechanisms underlie the control of working memory and attention

(2021) Matthew F. Panichello et al.   NATURE

The temporal dynamics of opportunity costs: A normative account of cognitive fatigue and boredom.

(2021) Mayank Agrawal et al.   PSYCHOLOGICAL REVIEW

Experience Transforms Conjunctive Object Representations: Neural Evidence for Unitization After Visual Expertise

(2020) Jackson C Liang et al.   CEREBRAL CORTEX

Dissociating expectancy-based and experience-based control in task switching.

(2020) Chialun Liu et al.   JOURNAL OF EXPERIMENTAL PSYCHOLOGY-HUMAN PERCEPTION AND PERFORMANCE

A computational perspective on the roles of affect in cognitive control

(2020) Ivan Grahek et al.   INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY

A compositional neural code in high-level visual cortex can explain jumbled word reading

(2020) Aakash Agrawal et al.   eLife

Contextual Adaptation of Cognitive Flexibility is driven by Task- and Item-Level Learning

(2020) Audrey Siqi-Liu et al.   COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE

The dimensionality of neural representations for control

(2020) David Badre et al.   Current Opinion in Behavioral Sciences

Task representations in neural networks trained to perform many cognitive tasks

(2019) Guangyu Robert Yang et al.   NATURE NEUROSCIENCE

A Flexible Model of Working Memory

(2019) Flora Bouchacourt et al.   NEURON

A mathematical theory of semantic development in deep neural networks

(2019) Andrew M. Saxe et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Motivation and cognitive control in depression

(2019) Ivan Grahek et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Error-correcting dynamics in visual working memory

(2019) Matthew F. Panichello et al.   Nature Communications

Chemistry of the Adaptive Mind: Lessons from Dopamine

(2019) Roshan Cools   NEURON

Concepts and Compositionality: In Search of the Brain's Language of Thought

(2019) Steven M. Frankland et al.   Annual Review of Psychology

Cognitive structure, flexibility, and plasticity in human multitasking—An integrative review of dual-task and task-switching research.

(2018) Iring Koch et al.   PSYCHOLOGICAL BULLETIN

Task conflict and proactive control: A computational theory of the Stroop task.

(2018) Eyal Kalanthroff et al.   PSYCHOLOGICAL REVIEW

Rational metareasoning and the plasticity of cognitive control

(2018) Falk Lieder et al.   PLoS Computational Biology

Comparing continual task learning in minds and machines

(2018) Timo Flesch et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Control without Controllers: Toward a Distributed Neuroscience of Executive Control

(2017) Benjamin R. Eisenreich et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Binding by Random Bursts: A Computational Model of Cognitive Control

(2017) Tom Verguts   JOURNAL OF COGNITIVE NEUROSCIENCE

Seeing it all: Convolutional network layers map the function of the human visual system

(2017) Michael Eickenberg et al.   NEUROIMAGE

fMRI Syntactic and Lexical Repetition Effects Reveal the Initial Stages of Learning a New Language

(2016) K. Weber et al.   JOURNAL OF NEUROSCIENCE

What limits working memory capacity?

(2016) Klaus Oberauer et al.   PSYCHOLOGICAL BULLETIN

Motivation and Cognitive Control: From Behavior to Neural Mechanism

(2015) Matthew Botvinick et al.   Annual Review of Psychology

Reward Pays the Cost of Noise Reduction in Motor and Cognitive Control

(2015) Sanjay G. Manohar et al.   CURRENT BIOLOGY

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Training conquers multitasking costs by dividing task representations in the frontoparietal-subcortical system

(2015) K. G. Garner et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Stochastic Dynamics Underlying Cognitive Stability and Flexibility

(2015) Kai Ueltzhöffer et al.   PLoS Computational Biology

Multitasking versus multiplexing: Toward a normative account of limitations in the simultaneous execution of control-demanding behaviors

(2014) S. F. Feng et al.   COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE

Single-task fMRI overlap predicts concurrent multitasking interference

(2014) Menno Nijboer et al.   NEUROIMAGE

A neural network model of individual differences in task switching abilities

(2014) Seth A. Herd et al.   NEUROPSYCHOLOGIA

An opportunity cost model of subjective effort and task performance

(2013) Robert Kurzban et al.   BEHAVIORAL AND BRAIN SCIENCES

Shared Representations for Working Memory and Mental Imagery in Early Visual Cortex

(2013) Anke Marit Albers et al.   CURRENT BIOLOGY

The Expected Value of Control: An Integrative Theory of Anterior Cingulate Cortex Function

(2013) Amitai Shenhav et al.   NEURON

Reward Reduces Conflict by Enhancing Attentional Control and Biasing Visual Cortical Processing

(2011) Srikanth Padmala et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Individual differences in cognitive-flexibility: The influence of spontaneous eyeblink rate, trait psychoticism and working memory on attentional set-shifting

(2010) Ian J. Tharp et al.   BRAIN AND COGNITION

Central cross-talk in task switching: Evidence from manipulating input–output modality compatibility.

(2010) Denise Nadine Stephan et al.   JOURNAL OF EXPERIMENTAL PSYCHOLOGY-LEARNING MEMORY AND COGNITION

Improved Intertask Coordination after Extensive Dual-Task Practice

(2010) Roman Liepelt et al.   QUARTERLY JOURNAL OF EXPERIMENTAL PSYCHOLOGY

Rapid Formation of Pragmatic Rule Representations in the Human Brain during Instruction-Based Learning

(2009) Hannes Ruge et al.   CEREBRAL CORTEX

Positive Affect Modulates Flexibility and Evaluative Control

(2009) Nelleke C. van Wouwe et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

How task representations guide attention: Further evidence for the shielding function of task sets.

(2009) Gesine Dreisbach et al.   JOURNAL OF EXPERIMENTAL PSYCHOLOGY-LEARNING MEMORY AND COGNITION

Striatal Dopamine Predicts Outcome-Specific Reversal Learning and Its Sensitivity to Dopaminergic Drug Administration

(2009) R. Cools et al.   JOURNAL OF NEUROSCIENCE

Training Improves Multitasking Performance by Increasing the Speed of Information Processing in Human Prefrontal Cortex

(2009) Paul E. Dux et al.   NEURON

The Dual-State Theory of Prefrontal Cortex Dopamine Function with Relevance to Catechol-O-Methyltransferase Genotypes and Schizophrenia

(2008) Daniel Durstewitz et al.   BIOLOGICAL PSYCHIATRY

Threaded cognition: An integrated theory of concurrent multitasking.

(2008) Dario D. Salvucci et al.   PSYCHOLOGICAL REVIEW