Michael D Nunez, PhD

Publications

All links should bring you to a freely-accessed publication. Alternatively please ask for a free copy by emailing me at m.d.nunez@uva.nl

Preprints (various stages of peer-review)

• Ghaderi-Kangavari, A., Rad, J. A., & Nunez, M. D. (2022). A general integrative neurocognitive modeling framework to jointly describe EEG and decision-making on single trials. PsyArXiV.

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• Nunez, M. D., Vandekerckhove, J., & Srinivasan, R. (2022). A tutorial on fitting joint models of M/EEG and behavior to understand cognition. PsyArXiv.

• Ghaderi-Kangavari, A., Rad, J. A., Parand, K., & Nunez, M. D. (2022). Neuro-cognitive models of single-trial EEG measures describe latent effects of spatial attention during perceptual decision making. bioRxiv.

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• Ghaderi-Kangavari, A., Parand, K., Ebrahimpour, R., Nunez, M. D.,  Rad, J. A. (2021). How spatial attention affects the decision process: looking through the lens of Bayesian hierarchical diffusion model & EEG analysis. bioRxiv. 443763.

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Epilepsy (peer-reviewed)

• Nunez, M. D., Charupanit, K., Sen-Gupta, I., Lopour, B. A., Lin, J. J. (2022). Beyond rates: Time-varying dynamics of high frequency oscillations as a biomarker of the seizure onset zone. Journal of Neural Engineering.

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Joint computational modeling of human EEG and behavior reveal cognition during decision making (peer-reviewed)

• Lui, K. K., Nunez, M. D., Cassidy, J. M., Vandekerckhove, J., Cramer, S. C., & Srinivasan, R.  (2021). Timing of Readiness Potentials Reflect a Decision-making Process in the Human Brain. Computational Brain & Behavior.

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• Nunez, M. D. , Gosai, A., Vandekerckhove, J., & Srinivasan, R. (2019). The latency of a visual evoked potential tracks the onset of decision making. NeuroImage, 197.

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• Schubert, A. L., Nunez, M. D., Hagemann, D., & Vandekerckhove, J. (2019). Individual differences in cortical processing speed predict cognitive abilities: A model-based cognitive neuroscience account. Computational Brain & Behavior, 2(2), 64-84.

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• Nunez, M. D. , Vandekerckhove, J., & Srinivasan, R. (2017). How attention influences perceptual decision making: Single-trial EEG correlates of drift-diffusion model parameters. Journal of Mathematical Psychology. 76:B, (pp. 117-130)

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• Nunez, M. D. , Srinivasan, R. & Vandekerckhove, J. (2015). Individual differences in attention influence perceptual decision making. Frontiers in Psychology. 8:18.

EEG analysis (peer-reviewed)

• Nunez, P. L., Nunez, M. D. , & Srinivasan, R. (2019). Multi-Scale Neural Sources of EEG: Genuine, Equivalent, and Representative. A Tutorial Review. Brain Topography , 1-22.

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• Bridwell, D. A., Cavanagh, J. F., Collins, A. G., Nunez, M. D. , Srinivasan, R., Stober, S., & Calhoun, V. D. (2018). Moving Beyond ERP Components: A Selective Review of Approaches to Integrate EEG and Behavior. Frontiers in Human Neuroscience , 12, 106.

Neuroscience (peer-reviewed)

• Jun, E. J., Bautista, A., Nunez, M. D., Allen, D. C., Tak, J. H., Alvarez, E., Basso, M. A. (2021). Causal role for the primate superior colliculus in the computation of evidence for perceptual decisions. Nature Neuroscience. 24, 1121–1131.

Book chapters

• Nunez, M. D. , Nunez, P. L., & Srinivasan, R. (2016) Electroencephalography (EEG), neurophysics, experimental methods, and signal processing . In Ombao, H., Linquist, M., Thompson, W. & Aston, J. (Eds.) Handbook of Neuroimaging Data Analysis (pp. 175-197), Chapman & Hall/CRC. Advance online publication. doi: 10.13140/rg.2.2.12706.63687

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