Directory

Status Affiliate Faculty

Home Department of Bioengineering

Phone

Email barbey@illinois.edu

Address

  • Biography

    Aron Keith Barbey is the Mildred Francis Thompson Professor of Psychology and Director of the Center for Brain, Biology and Behavior, and the Decision Neuroscience Laboratory at the University of Nebraska-Lincoln. He began his career at the Beckman Institute for Advanced Science and Technology at the University of Illinois Urbana-Champaign in 2011, where he was promoted to full professor in 2019. Dr. Barbey maintains a research affiliation with the Beckman Institute as a member of the Intelligence, Learning, and Plasticity initiative. His research investigates the neural mechanisms of human intelligence and decision making, with particular emphasis on enhancing these functions through cognitive neuroscience, physical fitness, and nutritional intervention. His research has been supported by the Office of the Director of National Intelligence, the Department of Defense, the White House BRAIN Initiative, the National Institutes of Health, the National Science Foundation, and private industry (Abbott Nutrition, Google Brain, and PepsiCo). Dr. Barbey has received multiple research awards and is the editor of the Cambridge Handbook of Intelligence and Cognitive Neuroscience and the forthcoming Oxford Handbook of Cognitive Enhancement and Brain Plasticity. He earned his doctorate in Psychology from Emory University and completed a research fellowship in Cognitive Neuroscience at the National Institutes of Health.

    Education

    • Ph.D., psychology, Emory University, 2007

  • Research

    Cognitive Neuroscience of Human Intelligence

    Unlocking the nature and biological origins of human intelligence remains one of the greatest scientific challenges of our time – with the potential for transformative impact in the cognitive and clinical sciences. By achieving a deeper understanding of the network architecture of intelligence in the human brain, we aim to develop more precise biological phenotypes of cognitive function, establish neuroscience-guided interventions to enhance performance, and design personalized training protocols for precision health.

    Our research suggests that intelligence is made possible by the brain’s remarkable capacity to reconfigure itself – to continually update prior knowledge on the basis of new information and to actively generate internal predictions that guide adaptive behavior and decision making. Rather than lying dormant until stimulated, we now recognize that the brain is a dynamic and active inference generator that anticipates incoming sensory inputs, forming hypotheses about that world that can be tested against sensory signals that arrive in the brain. Plasticity and adaptation are therefore critical for the emergence of human intelligence, providing a powerful mechanism for updating prior beliefs, generating dynamic predictions about the world, and adapting in response to ongoing changes in the environment.

    This perspective provides a catalyst for contemporary research on human intelligence, breaking away from the classic view that intelligence originates from individual differences in a fixed set of cortical regions or a primary brain network. Our research suggests that general intelligence emerges from global, system-wide brain network dynamics and reflects the interaction of executive, social, and emotional processes. We believe scientific advances in the study of human intelligence will be propelled by bringing together these core facets of intelligence – infused by new research on the dynamic and adaptive nature of brain network function and modern AI methods from computer science and engineering to elucidate the information processing architecture of intelligence in the human brain.

    Our work in clinical and translational neuroscience has focused on traumatic brain injury and sports-related concussion, conducting studies to investigate the network architecture of intelligence and guide the design of novel interventions to promote recovery of function (e.g., through non-invasive brain stimulation (tDCS), mindfulness meditation, physical activity and aerobic fitness training, and nutritional intervention).

  • 2019

    • Barbey, A. K. (2019). Choosing wisely. Science.
    • Daugherty, A., Sutton, B., Hillman, C. H., Kramer, A. F., Cohen, N. J., Barbey, A. K. (2019). Individual differences in the neurobiology of fluid intelligence predict responsiveness to training: Evidence from a comprehensive cognitive, mindfulness meditation, and aerobic fitness intervention. Trends in Neuroscience and Education.
    • Di Pietro, V., Yakoub, K., Caruso, G., Amorini, A., Lazzarino G., Tavazzi, B., Barbey, A. K., Belli, A., Lazzarino, G. (2019). Antioxidant therapy in traumatic brain injury. Antioxidants & Redox Signaling.
    • Harshman, S., Pitsch, R., Schaeublin, N., Smith, Z., Strayer, K., Qualley, A., Cowan, D., Rose, S., O’Connor, M., Eckerle, J., Das, T., Barbey, A. K., Strang, A., Martin, J. (2019). Metabolic stability of exercise-induced sweat. Journal of Chromatography B.
    • Key, M., Zwilling, C. E., Talukdar, T., & Barbey. A. K. (2019). Essential amino acids, vitamins, and minerals moderate the relationship between the right frontal pole and measures of memory. Molecular Nutrition and Food Research.
    • Roman, J., Colom, R., Hillman, C. H., Kramer, A. F., Cohen, N. J., & Barbey. A. K. (2019). Cognitive and neural architecture of decision making competence. NeuroImage.
    • Tanprasertsuk, J., Johnson, E. J., Johnson, M. A., Poon, L. W., Nelson, P. T., Davey, A., Martin, P., Barbey, A. K., Barger, K., Wang, X., Scott, T. M. (2019). Clinico-neuropathological findings in the oldest old from the Georgia Centenarian Study. Journal of Alzheimer’s Disease.
    • Turner, B. O., Paul, E. J., Barbey, A. K. & Miller, M. B. (2019). Reply to ‘fMRI replicability depends upon sufficient individual-level data’. Nature Communications Biology.
    • Turner, B. O., Paul, E. J., Miller, M. B., & Barbey, A. K. (2019). Small sample sizes reduce the replicability of task-based fMRI studies. Nature Communications Biology.
    • Yakoub, K., Davies, D., Zhangie, S., Bentley, C., Toman, E., Hammond, D., Forcione, M., Watson, C., Bishop, J., Cooper, L., Barbey, A. K., Sawlani, V., Di Pietri, V., Grey, M., Belli, A., (2019). An investigation into Repetitive Concussion in Sport (RECOS): A study protocol of a prospective, observational cohort study. BMJ Open.
    • Zwilling C. E., Daugherty, A., Hillman, C. H., Kramer, A. F., Cohen, N. J., & Barbey. A. K. (2019). Enhancing decision making through multi-modal training. Nature Science of Learning.

    2018

    • Barbey, A. K. (2018). Network neuroscience theory of human intelligence. Trends in Cognitive Sciences, 22, 8-20.
    • Daugherty, A. M., Zwilling, C., Paul, E. J., Sherepa, N., Allen, C., Kramer, A. F., Hillman, C. H., Cohen, N. J., & Barbey, A. K. (2018). Multimodal fitness and cognitive training to enhance fluid intelligence. Intelligence, 66, 32-43.
    • Di Pietro, V., Porto, E., Ragusa, M., Barbagallo, C., Davies, D., Forcione, M., Logan, A., Di Pietro, C., Purrello, M., Grey, M., Hammond, D., Barbey, A. K., Belli, A. (2018). Salivary microRNAs: Diagnostic markers of mild traumatic brain injury in contact-sport. Frontiers in Molecular Neuroscience, 11, 290.
    • Hammer R., Paul E. J., Hillman, C. H., Kramer, A. F., Cohen, N. J., & Barbey. A. K. (2018). Individual differences in analogical reasoning revealed by multivariate task-based functional brain imaging. NeuroImage.
    • Johnson, C. L., Schwarb, H., Horecka, K. M., McGarry, D. J., Hillman, C. H., Kramer, A. F., Cohen, N. J., Barbey, A. K. (2018). Double dissociation of structure-function relationships in memory and fluid intelligence observed with magnetic resonance elastography. NeuroImage, 1, 99-106.
    • Sandroff, B., Motl, R., Reed, W., Barbey, A. K., Benedict, R., De Luca, J. (2018). Integrative CNS plasticity with exercise in MS: The PRIMERS (Processing, Integration of Multisensory Exercise-Related Stimuli) conceptual framework. Neurorehabilitation and Neural Repair, 32, 847-862.
    • Sharp, P. B., Sutton, B. P., Paul, E. J., Hillman, C. H., Cohen, N. J., Kramer, A. F., Heller, W., Telzer, E. H., & Barbey, A. K. (2018). Mindfulness training induces structural connectome changes in mechanisms of interoception. Nature Scientific Reports.
    • Talukdar, T., Román, F. J., Zwilling, C. E., Operskalski, J. T., & Barbey, A. K. (2018). Individual differences in decision making competence revealed by multivariate fMRI. Human Brain Mapping, 39, 2664-2672.
    • Talukdar, T., Zamroziewicz, M., Zwilling, C., Barbey, A. K. (2018). Nutrient biomarkers shape individual differences in functional brain connectivity. Human Brain Mapping.
    • Zwilling, C. E., Talukdar, T., Zamroziewicz, M., Barbey, A. K. (2018). Nutrient biomarker patterns, cognitive function, and fMRI measures of network efficiency in the aging brain. NeuroImage.

    2017

    • Kruepke, M., Molloy, E. K., Bresin, K., Barbey, A. K., & Verona, E. (2017). A brief assessment tool for investigating facets of moral judgment from realistic vignettes. Behavior Research Methods, 50, 922-936.
    • Barbey, A. K. (2018). Network neuroscience theory of human intelligence. Trends in Cognitive Sciences, 22, 8-20.
    • Daugherty, A. M., Zwilling, C., Paul, E. J., Sherepa, N., Allen, C., Kramer, A. F., Hillman, C. H., Cohen, N. J., & Barbey, A. K. (2018). Multimodal fitness and cognitive training to enhance fluid intelligence. Intelligence, 66, 32-43.
    • Greenlee, T. A., Greene, D. R., Ward, N. J., Reeser, G. E., Allen, C. M., Baumgartner, N. W., Cohen, N. J., Kramer, A. F., Hillman, C. H., & Barbey, A. K. (2017). Effectiveness of a 16-week high-intensity cardio-resistance training program in adults. Journal of Strength and Conditioning Research, 31, 2528-2541.
    • Johnson, C. L., Schwarb, H., Horecka, K. M., McGarry, D. J., Hillman, C. H., Kramer, A. F., Cohen, N. J., Barbey, A. K. (2018). Double dissociation of structure-function relationships in memory and fluid intelligence observed with magnetic resonance elastography. NeuroImage, 1, 99-106.
    • Paul, E. J., Turner, B. O., Miller, M. B., & Barbey, A. K. (In Press). Small sample sizes reduce the replicability of task-based fMRI studies. Communications Biology.
    • Schwarb, H., Johnson, C. L., Daugherty, A. M., Hillman, C. H., Kramer, A. F., Cohen, N. J., & Barbey, A. K. (2017). Aerobic fitness, hippocampal viscoelasticity, and relational memory performance. NeuroImage, 179-188.
    • Sharp, P. B., Sutton, B. P., Paul, E. J., Hillman, C. H., Cohen, N. J., Kramer, A. F., Heller, W., Telzer, E. H., & Barbey, A. K. (In Press). Mindfulness training induces structural connectome changes in mechanisms of interoception. Scientific Reports.
    • Talukdar, M. T., Nikolaidis, A., Zwilling, C. E., Paul, E. J., Hillman, C. H., Cohen, N. J., Kramer, A. F., & Barbey, A. K. (2017). Aerobic fitness explains individual differences in the functional brain connectome of healthy young adults. Cerebral Cortex, 14, 1-10.
    • Talukdar, T., Román, F. J., Zwilling, C. E., Operskalski, J. T., & Barbey, A. K. (2018). Individual differences in decision making competence revealed by multivariate fMRI. Human Brain Mapping, 39, 2664-2672.
    • Ward, N., Paul, E. J., Watson, P., Cooke, G., Hillman, C. H., Cohen, N. J., Kramer, A. F., & Barbey, A. K. (2017). Enhanced learning through multimodal training: Evidence from a comprehensive cognitive, physical fitness, and neuroscience intervention. Scientific Reports, 7, 5808.
    • Zamroziewicz, M. K., Paul, E. J., Zwilling, C. E., & Barbey, A. K. (2017). Determinants of fluid intelligence in healthy aging: Omega-3 polyunsaturated fatty acid status and frontoparietal cortex structure. Nutritional Neuroscience, 11, 1-10.
    • Zamroziewicz, M. K., Paul, E. J., Zwilling, C. E., & Barbey, A. K. (2017). Predictors of memory in healthy aging: Polyunsaturated fatty acid balance and fornix white matter integrity. Aging and Disease, 8, 372-383.
    • Zamroziewicz, M. K., Talukdar, M. T., Zwilling, C. E., & Barbey, A. K. (2017). Nutritional status, brain network organization, and general intelligence. NeuroImage, 161, 241-250.

    2016

    • Nikolaidis, A., Baniqued, P., Kranz, M., Newman, M., Scavuzzo, C., Paul, E. J., Barbey, A. K., Kramer, A. F., & Larsen, R. (2016). Multivariate associations of fluid intelligence and NAA. Cerebral Cortex, 27, 2607-2616.
    • Operskalski, J. T., & Barbey, A. K. (2016). Methodological Considerations in Cognitive Training Research. Frontiers in Psychology, 7, 1481.
    • Operskalski, J. T., & Barbey, A. K. (2016). Risk literacy in medical decision-making: How can we better represent the statistical structure of risk? Science, 352, 413-414.
    • Paul, E. J., Larsen, R. J., Nikolaidis, A., Ward, N., Hillman, C. H., Cohen, N. J., Kramer, A. F., & Barbey, A. K. (2016). Dissociable brain biomarkers of fluid intelligence. NeuroImage, 137, 201-211.
    • Ponsoda, V., Martínez, K., Pineda-Pardo, J. A., Abad, F. J., Olea, J., Román, F. J., Barbey, A. K., & Colom, R. (2016). Structural brain connectivity and cognitive ability differences: A multivariate distance matrix regression analysis. Human Brain Mapping, 38, 803-816.
    • Watson, P. D., Paul, E. J., Cooke, G. E., Ward, N., Monti, J. M., Horecka, K. M., Allen, C. M., Hillman, C. H., Cohen, N. J., Kramer, A. F., & Barbey, A. K. (2016). Cognitive and anatomical data in a healthy cohort of adults. Data in Brief, 7, 1221-1227.
    • Watson, P. D., Paul, E. J., Cooke, G. E., Ward, N., Monti, J. M., Horecka, K. M., Allen, C. M., Hillman, C. H., Cohen, N. J., Kramer, A. F., & Barbey, A. K. (2016). Underlying sources of cognitive-anatomical variation in multi-modal neuroimaging and cognitive testing. NeuroImage, 129, 439-449.
    • Watson, P. D.; Paul, E. J.; Cooke, G. E.; Ward, N.; Monti, J. M.; Horecka, K. M.; Allen, C. M.; Hillman, C. H.; Cohen, N. J.; Kramer, A. F.; Barbey, A. K., Underlying Sources of Cognitive-Anatomical Variation in Multi-Modal Neuroimaging and Cognitive Testing. Neuroimage 2016, 129, 439-449.
    • Zamroziewicz, M. K., & Barbey, A. K. (2016). Nutritional cognitive neuroscience: Innovations for healthy brain aging. Frontiers in Neuroscience, 10, 240.
    • Zamroziewicz, M. K., Paul, E. J., Zwilling, C. E., Johnson, E. J., Kuchan, M. J., Cohen, N. J., & Barbey, A. K. (2016). Parahippocampal cortex mediates the relationship between lutein and crystallized intelligence in healthy, older adults. Frontiers in Aging Neuroscience, 8, 297.
    • Zamroziewicz, M. K., Zwilling, C. E., & Barbey, A. K. (2016). Inferior prefrontal cortex mediates the relationship between phosphatidylcholine and executive functions in healthy, older adults. Frontiers in Aging Neuroscience, 8, 226.

    2015

    • Barbey, A. K.; Belli, A.; Logan, A.; Rubin, R.; Zamroziewicz, M.; Operskalski, J. T., Network Topology and Dynamics in Traumatic Brain Injury. Current Opinion in Behavioral Sciences 2015, 4, 92-102.
    • Lewis, J. D.; Krueger, F.; Raymont, V.; Solomon, J.; Knutson, K. M.; Barbey, A. K.; Poore, J. C.; Wassermann, E. M.; Grafman, J., Anhedonia in Combat Veterans with Penetrating Head Injury. Brain Imaging and Behavior 2015, 9, (3), 456-460.
    • Lewis, J. D.; Krueger, F.; Raymont, V.; Solomon, J.; Knutson, K. M.; Barbey, A. K.; Poore, J. C.; Wassermann, E. M.; Grafman, J., Anhedonia in Combat Veterans with Penetrating Head Injury. Brain Imaging and Behavior 2015, DOI:10.1007/s11682-015-9414-4.
    • Operskalski, J. T.; Paul, E. J.; Colom, R.; Barbey, A. K.; Grafman, J., Lesion Mapping the Four-Factor Structure of Emotional Intelligence. Frontiers in Human Neuroscience 2015, 9.
    • Patterson, R.; Operskalski, J. T.; Barbey, A. K., Motivated Explanation. Frontiers in Human Neuroscience 2015, 9.
    • Paul, E. J.; Smith, J. D.; Valentin, V. V.; Turner, B. O.; Barbey, A. K.; Ashby, F. G., Neural Networks Underlying the Metacognitive Uncertainty Response. Cortex 2015, 71, 306-322.
    • Van Hoeck, N.; Watson, P. D.; Barbey, A. K., Cognitive Neuroscience of Human Counterfactual Reasoning. Frontiers in Human Neuroscience 2015, 9.
    • Wolff, P.; Barbey, A. K., Causal Reasoning with Forces. Frontiers in Human Neuroscience 2015, 9, DOI:ARTN 1 DOI:10.3389/Fnhum.2015.00001.
    • Zamroziewicz, M. K.; Paul, E. J.; Rubin, R. D.; Barbey, A. K., Anterior Cingulate Cortex Mediates the Relationship between O3PUFAS and Executive Functions in APOE e4 Carriers. Frontiers in Aging Neuroscience 2015, 7, 87.

    2014

    • Barbey, A. K., Colom, R., Paul, E. J., Chau, A., Solomon, J., Grafman, J.H. In press. Lesion mapping of social problem solving. Brain. 
    • Barbey, A. K., Colom, R., Paul, E. J., Forbes, C., Krueger, F., Goldman, D., Grafman, J. (2014). Preservation of general intelligence following traumatic brain injury: Contributions of the met66 brain-derived neurotrophic factor. Plos One.
    • Barbey, A. K.; Colom, R.; Grafman, J., Distributed Neural System for Emotional Intelligence Revealed by Lesion Mapping. Social Cognitive and Affective Neuroscience 2014, 9, (3), 265-272, DOI:10.1093/Scan/Nss124.
    • Barbey, A. K.; Colom, R.; Grafman, J., Neural Mechanisms of Discourse Comprehension: A Human Lesion Study. Brain 2014, 137, 277-287, DOI:10.1093/Brain/Awt312.
    • Barbey, A. K.; Colom, R.; Paul, E. J.; Grafman, J., Architecture of Fluid Intelligence and Working Memory Revealed by Lesion Mapping. Brain Structure & Function 2014, 219, (2), 485-494, DOI:10.1007/s00429-013-0512-z.
    • Forbes, C. P., J., Krueger, F., Barbey, A. K., Solomon, J., Grafman, J. (2014). The role of executive function and the dorsolateral prefrontal cortex in the expression of neuroticism and conscientiousness. Social Neuroscience, 9, 139-151.
    • Khemlani, S., Barbey, A. K., Johnson-Laird, P. N. (2014). Causal reasoning: Mental computations and brain mechanisms. Frontiers in Human Neuroscience.
    • Wolff, P., Barbey, A. K. (2014). Composing causal relations. Frontiers in Human Neuroscience.

    2013

    • Barbey, A. K., Colom, R., Grafman, J. (2013). Architecture of cognitive flexibility revealed by lesion mapping. NeuroImage, 82, 547-554.
    • Barbey, A. K., Colom, R., Grafman, J. (2013). Neural mechanisms of discourse comprehension: A human lesion study. Brain, 137, 277-287.
    • Barbey, A. K., Colom, R., Paul, E. J., Grafman, J. (2013). Architecture of fluid intelligence and working memory revealed by lesion mapping. Brain Structure and Function, 10.1007/s00429-013-0512-z.
    • Bowman, G. L., Dodge, H., Mattek, N., Barbey, A.K., Silbert, L. C., Shinto, L., Howieson, D., Kaye, J., Quinn, J. (2013). Plasma omega 3 PUFA and white matter mediated executive decline in older adults. Frontiers in Aging Neuroscience, 5, 92.
    • Hasadsri, L., Wang, B. H., Lee, J. V., Erdman, J. W., Llano, D. A., Barbey, A. K., Wszalek, T., Sharrock, M. F., Wang, H. (2013). Omega-3 Fatty Acids for Treatment of Traumatic Brain Injury. Journal of Neurotrauma, 30, 897-906.

    2012

    • Barbey, A. K., Colom, R., Grafman, J. (2012). Distributed neural system for emotional intelligence revealed by lesion mapping. Social Cognitive and Affective Neuroscience, 9, 265-272.
    • Barbey, A. K., Colom, R., Grafman, J. (2012). Dorsolateral prefrontal contributions to human intelligence. Neuropsychologia, 51, 1361-1369.
    • Barbey, A. K., Colom, R., Solomon, J., Krueger, F., Forbes, C., Grafman, J. (2012). An integrative architecture for general intelligence and executive function revealed by lesion mapping. Brain, 135, 1154-1164.
    • Barbey, A. K., Koenigs, M., Grafman, J. (2012). Dorsolateral prefrontal contributions to human working memory. Cortex, 49, 1195-1205.
    • Hecht, E. E., Patterson, R., Barbey, A. K. (2012). What can other animals tell us about human social cognition? An evolutionary perspective on reflective and reflexive processing. Frontiers in Human Neuroscience, 6, 224.
    • Patterson, R., Rothstein, J., Barbey, A. K. (2012). Reasoning, cognitive control, and moral intuition. Frontiers in Integrative Neuroscience, 6, 114.

    2011

    • Barbey, A. K., Grafman, J. (2011). An integrative cognitive neuroscience theory for social reasoning and moral judgment. Wiley Interdisciplinary Reviews: Cognitive Science, 2, 55-67.
    • Barbey, A. K., Koenigs, M., Grafman, J. (2011). Orbitofrontal contributions to human working memory. Cerebral Cortex, 21, 789-795.
    • Barbey, A. K., Patterson, R. (2011). Architecture of explanatory inference in the human prefrontal cortex. Frontiers in Psychology, 2, 162.
    • Forbes, C. E., Poore, J. C., Barbey, A. K., Krueger, F., Solomon, J., Lipsky, R. H., Hodgkinson, C. A., Goldman, D., Grafman, J.  (2011). BDNF Polymorphism-Dependent OFC and DLPFC Plasticity Differentially Moderates Implicit and Explicit Bias. Cerebral Cortex, 22, 2602-2609.
    • Koenigs, M., Acheson, D. J., Barbey, A. K., Solomon, J., Postle, B. R., Grafman, J. (2011). Areas of left perisylvian cortex mediate auditory-verbal short-term memory. Neuropsychologia, 49, 3612-3619.