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PUBLISHED ARTICLES
(Contact me if you do not have access to any publications!)

  1. Ging-Jehli, N.R., Childers, R.K., Lu, J., Gemma, R., Zhu, R. (2026). Gearshift Fellowship: A Next-Generation Neurocomputational Game Platform to Model and Train Human-AI Adaptability. In: Thomas, A., Meyer, M., Zank, M. (eds) Serious Games. JCSG 2025. Lecture Notes in Computer Science, vol 16243. Springer, Cham. Link / Preprint

  2. Ging-Jehli, N.R., Rac-Lubashevsky, R., Bera, K., Roberts, A., Loder, A., Boudewyn, M.A., Carter, C.S., Erickson, M., Gold, J., Luck, S.J., Ragland, J.D., Yonelinas, A.P, MacDonald III, A.W., Barch, D.M., Frank, M.J. (in press). Model-based EEG phenotyping uncovers distinct neurocomputational mechanisms underlying learning impairments across psychopathologies. Biological Psychiatry: Global Open Science. Preprint

  3. Ging-Jehli, N.R., Pine, D.S. (2025). From Symptom-Based Heterogeneity to Mechanism-Based Profiling in Youth ADHD: The Promise of Computational Psychiatry. Neuropsychopharmacology. Link

  4. Cole, C.R., Ging-Jehli, N.R., Suarez, J.V., Greenlee, J.D., Wessel, J.R., Espinoza, A.I., Zhang, J., Cavanagh, J.F., Narayanan N.S. (2025). Theta-frequency subthalamic nucleus stimulation increases decision threshold. Brain Stimulation. Link

  5. Ging-Jehli, N.R., Cavanagh, J.F., Ahn, M., Segar, D.J., Asaad, W.F., Frank, M.J. (2025). Basal ganglia components have distinct computational roles in decision-making dynamics under conflict and uncertainty. PLOS Biology. Link

  6. "A jsPsych Touchscreen Extension for Behavioral Research on Touch-Enabled Interfaces."  Strittmatter, Y., Spitzer, W.H., Ging-Jehli, N.R., Musslick, S. (2024). Behavior Research Methods. Link or Link to preprint

  7. "Cognitive signatures of depression, anhedonia, and affective states using computational modeling and neurocognitive testing." Ging-Jehli, N.R., Kuhn, M., Blank, J.M., Chanthrakumar, P., Steinberger, D.C., Yu, Z., Herrington, T.D., Dillon, D.G., Pizzagalli, D.A., Frank, M.J. (2024). Biological Psychiatry: Cognitive Neuroscience and Neuroimaging. Link or Link to preprint

  8. "Cognitive & attentional mechanisms of cooperation: implications for incentive designs and computational psychiatry." Ging-Jehli, N.R., Arnold, L.E., Van Zandt, T. (2023). Cognitive, Affective, & Behavioral Neuroscience. Link or Link to preprint

  9. "A Diffusion Decision Model Analysis of The Cognitive Effects of Neurofeedback for ADHD." Ging-Jehli, N.R., Painter, Q.A., Kraemer, H., Roley-Roberts, M.E., Panchyshyn, C.*, deBeus, R., Arnold,L.E. (2023). Neuropsychology. Link or Link to preprint

  10. “Latent cognitive components moderate neurofeedback response in ADHD – A computational modeling analysis of a randomized clinical trial” Ging-Jehli, N.R., Kraemer, H., Arnold, L.E., Roley Roberts, M.E., deBeus, R. (2023). Journal of Clinical and Experimental Neuropsychology. Link or Link to preprint

  11. "Comorbid anxiety and disruptive behavior disorders but not ADHD presentation moderate neurofeedback effect in children with ADHD" Roley-Robert, M.E., Bergman, R., Pan, X., Tan, Y., Hendrix, K., deBeus, R., Kerson, C., Arns, M., Ging-Jehli, N.R., Connor, S., Shrader, C., Arnold, L.E. (2022).  Applied Psychophysiology and Biofeedback. Link

  12. “Improving Neurocognitive Testing using Computational Psychiatry – A Systematic Review for ADHD” Ging-Jehli, N.R., Ratcliff, R., Arnold, L.E. (2021). Psychological Bulletin. Link or Link to preprint

  13. “Characterizing underlying cognitive components of ADHD presentations and co-morbid diagnoses – A diffusion decision model analysis” Ging-Jehli, N.R., Arnold, L.E., Roley-Roberts, M.E., deBeus, R. (2021). Journal of Attention Disorders. Link or Link to preprint 

  14. “Effects of aging in a task-switch paradigm with the diffusion decision model” Ging-Jehli, N.R., Ratcliff, R. (2020). Journal of Psychology and Aging. Link or Link to preprint

  15. “Exploring cholesterol supplementation for autistic symptoms in Children with Low Cholesterol” Ging-Jehli, N.R., Deepa, M., Hollway J., Hurt, E., Moone, S., Arnold, L.E. (2020). Journal of Developmental and Physical Disabilities. Link to preprint

  16. “On self-serving strategic beliefs” Ging-Jehli, N.R., Schneider, F.H., Weber, R.A. (2020). Journal of Games and Economic Behavior. Link 

  17. “Generosity across contexts” Davis, A. L., Jehli, N.R., Miller, J.H., & Weber, R.A. (2015). CESifo Working Paper, No. 5272, Center for Economic Studies and ifo Institute (CESifo), Munich.​

ARTICLES UNDER REVIEW​

  1. Ziwei, C., Ging-Jehli, N.R., Tarlow, M., Kim, J., Chase, H.W., Bonar, L., Stiffler, R., Grattery, A., Graur, S., Frank, M.J., Phillips, M.L., Shenhav, A. (submitted). A Novel Approach-Avoidance Task to Study Decision Making Under Outcome Uncertainty.

  2. Ging-Jehli, N.R., Arnold, L.E., Sellers J., Van Zandt, T. (submitted). Broader visual processing and distinct pupil dynamics facilitate resolving perceptual conflict and compensate for ADHD distractibility.

CURRENT PROJECTS

  1. A unified modeling approach to characterize disorder-specific and transdiagnostic features across cognitive domains and over time

  2. Neuronal and attentional signatures of attention-deficit/hyperactivity disorder (ADHD) within a novel cognitive flexibility task

  3. Neurocognitive study using own developed cognitive flexibility paradigm and a new joint-modeling approach to integrate behavioral responses, eye tracking, and EEG

  4. Applying the Diffusion Decision Model and Machine Learning Algorithms to the Neuropsychological Test Performances and EEG resting state activity in an ADHD Sample from the MTA study

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