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An Integrative Theory of Prefrontal Cortex Function

Bibliographic Data

ID23328121
AuthorsEarl K Miller (0000-0002-0582-6958, Massachusetts Institute of Technology), Jonathan D Cohen (0000-0003-2316-0763, Center for the Study of Brain, Mind, and Behavior and Department of Psychology, Princeton University, Princeton, New Jersey 08544)
Year2001
Volume24
Issue1
Pages167-202
Publication date2001-03-01
Peer ReviewedYes
Open AccessNo
TypeARTICLE
VenueAnnual Review of Neuroscience (BOOK_SERIES)
Journal identifiersISSN: 0147-006X • E-ISSN: 1545-4126
PublisherAnnual Reviews (PUBLISHER • US)
DOI10.1146/annurev.neuro.24.1.167
PMID11283309
OpenAlexW2151137320
LanguageEN
Citations received593
References cited183

The prefrontal cortex has long been suspected to play an important role in cognitive control, in the ability to orchestrate thought and action in accordance with internal goals. Its neural basis, however, has remained a mystery. Here, we propose that cognitive control stems from the active maintenance of patterns of activity in the prefrontal cortex that represent goals and the means to achieve them. They provide bias signals to other brain structures whose net effect is to guide the flow of activity along neural pathways that establish the proper mappings between inputs, internal states, and outputs needed to perform a given task. We review neurophysiological, neurobiological, neuroimaging, and computational studies that support this theory and discuss its implications as well as further issues to be addressed

Action (physics) · Cognition · Cognitive psychology · Cognitive science · Consumer neuroscience · Functional neuroimaging · Neuroimaging · Neurophysiology · Prefrontal cortex · Self-reference effect · Task (project management) · Memory and Neural Mechanisms · Neural and Behavioral Psychology Studies · Neural dynamics and brain function · Neuroscience · Psychology

  • The coevolution of play and the cortico-cerebellar system in primates

    Open Access•Max Kerney, Jeroen B Smaers et al.•Primates•2017

  • Humanistic Management

    Michael Pirson•Humanistic Management•2017

  • High risk behaviour in adolescents

    Open Access•Kamal Gulati Manwani, Mahima Gupta et al.•International Journal of Health…•2022

  • Investigating differences in the attention distribution strategies of high and low media multitaskers through a two-dimensional game

    Open Access•Daniel B Le Roux, Douglas A Parry•Cyberpsychology Journal of…•2019

  • The empathic brain and its dysfunction in psychiatric populations

    Open Access•Jean Decety, Yoshiya Moriguchi•BioPsychoSocial Medicine•2007

  • Competencias parentales que favorecen el desarrollo de funciones ejecutivas en escolares

    Open Access•Francisca Bernal-Ruiz, M Rodríguez-Vera et al.•Revista Latinoamericana de…•2017

  • Effects of Transcranial Direct Current Stimulation Treatment for Anorexia Nervosa

    Open Access•Silvie Baumann, Tadeáš Mareš et al.•Frontiers in Psychiatry•2021

  • Prefrontal activation in bipolar and unipolar depression patients in the letter fluency tasks and category fluency tasks

    Open Access•Juan Hui, Haiyue Dai et al.•Frontiers in Psychiatry•2025

  • Mirror Neurons, Birdsong, and Human Language

    Open Access•Florence Lévy•Frontiers in Psychiatry•2012

  • Executive Functioning in Schizophrenia

    Open Access•Gricel Orellana, Andrea Slachevsky•Frontiers in Psychiatry•2013

  • A Cross-Sectional Analysis of the Development of Response Inhibition in Children with Chromosome 22q11.2 Deletion Syndrome

    Open Access•Heather Shapiro, Heather M Shapiro et al.•Frontiers in Psychiatry•2013

  • The Relationship Between Self-Control and Self-Efficacy Among Patients With Substance Use Disorders

    Open Access•Chunyu Yang, You Zhou et al.•Frontiers in Psychiatry•2019

  • Association between Childhood Maltreatment and Suicidal Ideation and Suicide Attempts among Chinese Adolescents

    Open Access•Meiqian Gong, Sheng Zhang et al.•International Journal of…•2020

  • Age and Gender Considerations with Respect to Gambling-Disorder Severity and Impulsivity and Self-control

    Open Access•Gemma Mestre‐Bach, Iris M Balodis et al.•International Journal of Mental…•2022

  • Effects of cognitive control training on the dynamics of (mal)adaptive emotion regulation in daily life

    Kristof Hoorelbeke, Ernst H W Koster et al.•Emotion•2016

  • Flexible attention deployment in threatening contexts

    Tomer Shechner, Tatiana Pelc et al.•Emotion•2012

  • Neuroticism's importance in understanding the daily life correlates of heart rate variability

    Scott Ode, Clayton J Hilmert et al.•Emotion•2010

  • Anxiety selectively disrupts visuospatial working memory

    Alexander J Shackman, Issidoros Sarinopoulos et al.•Emotion•2006

  • Successful emotion regulation is predicted by amygdala activity and aspects of personality

    Carmen Morawetz, Rainer W Alexandrowicz et al.•Emotion•2016

  • Threat-relevance impairs executive functions

    Bonnie Lindstrom, Björn R Lindström et al.•Emotion•2012

  • Behavioral facilitation

    Michael D Robinson, Brian P Meier et al.•Emotion•2009

  • Motor control accuracy

    Konrad Bresin, Adam K Fetterman et al.•Emotion•2011

  • Anxiety, emotional distraction, and attentional control in the Stroop task

    Eyal Kalanthroff, Avishai Henik et al.•Emotion•2015

  • Approach motivation as incentive salience

    Scott Ode, Patricia L Winters et al.•Emotion•2011

  • Trait susceptibility to worry modulates the effects of cognitive load on cognitive control

    Max Owens, Nazanin Derakshan et al.•Emotion•2015

  • Trouble crossing the bridge

    Rebecca J Compton, Joshua Carp et al.•Emotion•2008

  • Impulsive choice and altruistic punishment are correlated and increase in tandem with serotonin depletion

    Open Access•Molly J Crockett, Luke Clark et al.•Emotion•2010

  • Emotions in context

    Diane E Marian, Arthur P Shimamura•Emotion•2011

  • Threat facilitates subsequent executive control during anxious mood

    Jeffrey L Birk, Tracy A Dennis et al.•Emotion•2011

  • Worry is associated with impaired gating of threat from working memory

    Daniel M Stout, Alexander J Shackman et al.•Emotion•2014

  • Art Immersion

    Open Access•Nicola Vasta, Francesco N Biondi et al.•Consciousness and Cognition•2025

  • Learning about me and you

    Open Access•Parnian Jalalian, Marius Golubickis et al.•Consciousness and Cognition•2023

  • Integration of Action, Joint Action and Learning in Robot Cognitive Architectures

    Mehdi Khamassi, Benoît Girard et al.•Intellectica Revue de l…•2016

  • Being Together in Time

    Katie Overy, Istvan Molnar-Szakacs•Music Perception An Interdisciplina…•2009

  • Hierarchical control in task switching

    Jianxiao Wu, Bihua CAO et al.•Acta Psychologica Sinica•2022

  • Evidências preliminares da efetividade do treinamento cognitivo para melhorar a inteligência de crianças escolares

    Open Access•Marcela Mansur-Alves, Carmen Flores-Mendoza et al.•Psicologia Reflexão e Crítica•2013

  • A context maintenance and retrieval model of organizational processes in free recall.

    Sean M Polyn, Kenneth A Norman et al.•Psychological Review•2009

  • Believing what we do not believe

    Jane L Risen•Psychological Review•2016

  • A new look at habits and the habit-goal interface.

    Wendy Wood, David T Neal•Psychological Review•2007

  • Psychological entropy

    Jacob B Hirsh, Raymond A Mar et al.•Psychological Review•2012

  • Neural and cognitive plasticity

    Eduardo Mercado•Psychological Bulletin•2008

  • Task switching

    André Vandierendonck, Baptist Liefooghe et al.•Psychological Bulletin•2010

  • The impact of affective information on working memory

    Open Access•Susanne Schweizer, Ajay B Satpute et al.•Psychological Bulletin•2019

  • Grounding cognitive control in associative learning

    Elger Abrahamse, Senne Braem et al.•Psychological Bulletin•2016

  • Executive function in preschoolers

    Nancy Garon, Susan E Bryson et al.•Psychological Bulletin•2008

  • Control and interference in task switching—A review

    A Kiesel, Marco Steinhauser et al.•Psychological Bulletin•2010

  • Emotion and the prefrontal cortex

    Matthew L Dixon, Ravi Thiruchselvam et al.•Psychological Bulletin•2017

  • Reasoning supports utilitarian resolutions to moral dilemmas across diverse measures

    Indrajeet Patil, Micaela Maria Zucchelli et al.•Journal of Personality and Social…•2021

  • Can an unpredictable childhood environment enhance working memory? Testing the sensitized-specialization hypothesis

    Ethan S Young, Vladas Griskevicius et al.•Journal of Personality and Social…•2018

  • Cognitive adaptations to stressful environments

    Open Access•Chiraag Mittal, Vladas Griskevicius et al.•Journal of Personality and Social…•2015

  • Working memory capacity and the self-regulation of emotional expression and experience

    Brandon J Schmeichel, Rachael N Volokhov et al.•Journal of Personality and Social…•2008

  • Individual differences in the regulation of intergroup bias

    David M Amodio, Patricia G Devine et al.•Journal of Personality and Social…•2008

  • The Economics and Psychology of Personality Traits

    Lex Borghans, Angela L Duckworth et al.•The Journal of Human Resources•2008

  • The predicting brain

    Open Access•Regina Pally•The International Journal of…•2007

  • Stability and change in executive function abilities from late adolescence to early adulthood

    Open Access•Naomi P Friedman, Akira Miyake et al.•Developmental Psychology•2016

  • Understanding the role of conscientiousness in healthy aging

    Christopher J Patrick•Developmental Psychology•2014

  • The development of attentional networks

    Florian Waszak, Shu-Chen Li et al.•Developmental Psychology•2010

  • Neurodevelopment of conflict adaptation

    Xiuying Liu, Tongran Liu et al.•Developmental Psychology•2018

  • Voluntary task switching in children

    Aurélien Frick, Maria A Brandimonte et al.•Developmental Psychology•2019

  • Development of attentional control of verbal auditory perception from middle to late childhood

    Susanne Passow, Maike Müller et al.•Developmental Psychology•2013

  • Memory plasticity across the life span

    Yvonne Brehmer, Shu-Chen Li et al.•Developmental Psychology•2007

  • Dopaminergic and prefrontal contributions to reward-based learning and outcome monitoring during child development and aging

    Dorothea Hämmerer, Ben Eppinger•Developmental Psychology•2012

  • Individual differences in the development of sensation seeking and impulsivity during adolescence

    K Paige Harden, Elliot M Tucker-Drob•Developmental Psychology•2011

  • Gene-environment interactions across development

    Sandra A Wiebe, Kimberly Andrews Espy et al.•Developmental Psychology•2009

  • Does verbal labeling influence age differences in proactive and reactive cognitive control

    Jutta Kray, Hannah Schmitt et al.•Developmental Psychology•2015

  • Using confirmatory factor analysis to understand executive control in preschool children

    Sandra A Wiebe, Kimberly Andrews Espy et al.•Developmental Psychology•2008

  • The Complex Tapestry of Free Will

    Robert Kane•The Complex Tapestry of Free Will•2024

  • The relationship between core self-evaluation and cognitive failures among Chinese college students

    Open Access•Nana Liu, Siyu Zhu et al.•BMC Public Health•2026

  • Individual but not fragile

    Open Access•Eyal Kalanthroff, Avishai Henik•Consciousness and Cognition•2013

  • Braking and Accelerating of the Adolescent Brain

    Open Access•B J Casey, Rebecca M Jones et al.•Journal of Research on Adolescence•2011

  • Behavioral Economics, Financial Literacy, and Consumers’ Financial Decisions

    Gregory Elliehausen•Oxford Handbook of Banking•2019

  • Neuroethics

    Joshua May•Neuroethics•2023

  • Movements of the Mind

    Wayne Wu•Movements of the Mind•2023

  • The Cambridge Handbook of Applied School Psychology

    Open Access•Frank C Worrell, Tammy L Hughes et al.•Cambridge Handbook of Applied…•2020

  • The Neuroscience of Adolescence

    Open Access•Adriana Galván•Neuroscience of Adolescence•2017

  • Selective Attention

    Open Access•Dominique Lamy, Andrew B Leber et al.•Handbook of Psychology, Second…•2012

  • Infant Perception and Cognition

    Open Access•John Colombo, Caitlin C Brez et al.•Handbook of Psychology, Second…•2012

  • Emotion

    Open Access•Paul J Whalen, M Justin Kim et al.•Handbook of Psychology, Second…•2012

  • Neural Foundation of Morality

    Open Access•Roland Zahn, Ricardo de Oliveira‐Souza et al.•International Encyclopedia of the…•2015

  • Retroactive Interference

    Open Access•Michael Craig, Michaela Dewar et al.•International Encyclopedia of the…•2015

  • Cognitive Control (Executive Function)

    Open Access•Jonathan D Cohen•International Encyclopedia of the…•2015

  • Why Do We Do What We Do? Motivation in History and the Social Sciences

    Ramsay Macmullen•Why Do We Do What We Do?•2014

  • Consciousness without a cerebral cortex

    Open Access•Björn Merker•Behavioral and Brain Sciences•2007

  • Neural reuse

    Open Access•Michael L Anderson•Behavioral and Brain Sciences•2010

  • Personality, Psychopathology, Life Attitudes and Neuropsychological Performance among Ritual Users of Ayahuasca

    Open Access•José Carlos Bouso, Débora González et al.•PLoS ONE•2012

  • Executive function in early childhood

    Michael T Willoughby, Family Life Project Investigators et al.•Psychological Assessment•2012

  • The activation of attentional networks

    Open Access•Jintu Fan, Bruce D Mccandli et al.•NeuroImage•2005

  • Earlier Development of the Accumbens Relative to Orbitofrontal Cortex Might Underlie Risk-Taking Behavior in Adolescents

    Adriana Galván, Todd A Hare et al.•The Journal of Neuroscience•2006

  • Automatic and controlled response inhibition

    Frederick Verbruggen, Gordon D Logan•Journal of Experimental…•2008

  • Conflict monitoring and decision making

    Open Access•M M Botvinick•Cognitive, Affective, &…•2007

  • Decision making and the avoidance of cognitive demand.

    Wouter Kool, Joseph T McGuire et al.•Journal of Experimental…•2010

  • Measuring Adaptive Control in Conflict Tasks

    Open Access•Senne Braem, Julie M Bugg et al.•Trends in Cognitive Sciences•2019

  • Social heuristics shape intuitive cooperation

    Open Access•David Rand, Alexander Peysakhovich et al.•Nature Communications•2014

  • A higher-order theory of emotional consciousness

    Open Access•Joseph E Ledoux, Richard Brown•Proceedings of the National…•2017

  • Unity and diversity of executive functions

    Open Access•Naomi P Friedman, Akira Miyake•Cortex•2017

  • Control mechanisms in bilingual language production

    Jubin Abutalebi, David W Green et al.•Language and Cognitive Processes•2008

  • Saliency, switching, attention and control

    Open Access•Vinod Menon, Lucina Q Uddin•Brain Structure and Function•2010

  • The neural basis of human moral cognition

    Open Access•Jorge Moll, Roland Zahn et al.•Nature Reviews Neuroscience•2005

  • A framework for studying the neurobiology of value-based decision making

    Open Access•Antonio Rangel, Colin Camerer et al.•Nature Reviews Neuroscience•2008

  • A meta-analysis of heart rate variability and neuroimaging studies

    Open Access•Julian F Thayer, Fredrik Åhs et al.•Neuroscience & Biobehavioral…•2012

  • Human problem solving

    Allen Newell, Herbert Alexander Simon•Human problem solving•1972

  • Perception and communication.

    D E Broadbent, D Ε Broadbent•1958

  • From Neuropsychology to Mental Structure

    Open Access•Tim Shallice•From Neuropsychology to Mental…•1988

  • The origins of intelligence in children.

    Jean Piaget, Margaret Cook•1952

  • Controlled and automatic human information processing

    Richard M Shiffrin, Walter Schneider•Psychological Review•1977

  • Anterior Cingulate Cortex, Error Detection, and the Online Monitoring of Performance

    Open Access•Cameron S Carter, Todd S Braver et al.•Science•1998

  • Why there are complementary learning systems in the hippocampus and neocortex

    James L Mcclelland, Bruce L McNaughton et al.•Psychological Review•1995

  • Parallel Organization of Functionally Segregated Circuits Linking Basal Ganglia and Cortex

    Garrett E Alexander, Mahlon R DeLong et al.•Annual Review of Neuroscience•1986

  • Individual Differences in Working Memory Capacity and What They Tell Us About Controlled Attention, General Fluid Intelligence, and Functions of the Prefrontal Cortex

    Open Access•Randall W Engle, Michael J Kane et al.•Models of Working Memory•1999

  • Conflict monitoring versus selection-for-action in anterior cingulate cortex

    Open Access•M M Botvinick, Matthew Botvinick et al.•Nature•1999

  • Deciding Advantageously Before Knowing the Advantageous Strategy

    Open Access•Antoine Bechara, Hanna Damasio et al.•Science•1997

  • Neural Mechanisms of Selective Visual Attention

    Robert Desimone, John Duncan•Annual Review of Neuroscience•1995

  • Predictive Reward Signal of Dopamine Neurons

    Wolfram Schultz•Journal of Neurophysiology•1998

  • Storage and Executive Processes in the Frontal Lobes

    Open Access•Edward E Smith, John Jonides•Science•1999

  • Optimizing the use of information

    Gabriele Gratton, Michael Coles et al.•Journal of Experimental…•1992

  • Insensitivity to future consequences following damage to human prefrontal cortex

    Open Access•Antoine Bechara, Antonio R Damasio et al.•Cognition•1994

  • Common regions of the human frontal lobe recruited by diverse cognitive demands

    Open Access•John Duncan, John S Duncan et al.•Trends in Neurosciences•2000

  • Specific impairments of planning

    Open Access•Timothy Shallice•Philosophical transactions of the…•1982

  • Memory and the hippocampus

    Larry R Squire•Psychological Review•1992

  • A capacity theory of comprehension

    Marcel Adam Just, Patricia A Carpenter•Psychological Review•1992

  • A Neural Substrate of Prediction and Reward

    Open Access•Wolfram Schultz, Peter Dayan et al.•Science•1997

  • On the control of automatic processes

    Jonathan D Cohen, Jonathan Cohen et al.•Psychological Review•1990

  • Working memory, short-term memory, and general fluid intelligence

    Randall W Engle, Stephen W Tuholski et al.•Journal of Experimental…•1999

  • Dissociating the Role of the Dorsolateral Prefrontal and Anterior Cingulate Cortex in Cognitive Control

    Open Access•R Kirkpatrick, Angus W MacDonald et al.•Science•2000

  • Neural networks and physical systems with emergent collective computational abilities.

    Open Access•J J Hopfield•Proceedings of the National…•1982

  • The magical number seven, plus or minus two

    George A Miller, George Miller•Psychological Review•1956

  • Half a century of research on the Stroop effect

    Colin M Macleod•Psychological Bulletin•1991

  • Half a century of research on the Stroop effect

    Colin M Macleod•Psychological Bulletin•1991

  • A feature-integration theory of attention

    Open Access•Anne M Treisman, Anne Treisman et al.•Cognitive Psychology•1980

  • Evolving conceptions of memory storage, selective attention, and their mutual constraints within the human information-processing system

    Nelson Cowan•Psychological Bulletin•1988

Unique citing works593
Citations per year23,72
Citation span2001 - 2026 (26)
Citation velocitycurrent
Highly citedYes
Citation typesNeutral: 526

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