Publications

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Journal Articles


A database of upper limb surface electromyogram signals from demographically diverse individuals

Published in Scientific Data, 2025

An open-access EMG dataset from 91 diverse adults, supports research on fairness and variability in gesture decoding.

Recommended citation: Gowda, H. T., Kaul, N., Carrasco, C., et al. (2025). "A database of upper limb surface electromyogram signals from demographically diverse individuals." Scientific Data, 12, 517. https://doi.org/10.1038/s41597-025-04825-z
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Enhanced Working Memory Representations for Rare Events

Published in Psychophysiology, 2025

This study shows that rare, task-relevant stimuli elicit stronger working memory representations, indexed by behavioral accuracy, reduced bias, and enhanced EEG decoding.

Recommended citation: Carrasco, C. D., Simmons, A. M., Kiat, J. E., & Luck, S. J. (2025). "Enhanced Working Memory Representations for Rare Events." Psychophysiology, 62:e70038. https://doi.org/10.1111/psyp.70038
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Using multivariate pattern analysis to increase effect sizes for event-related potential analyses

Published in Psychophysiology, 2024

This study demonstrates that multivariate pattern analysis (MVPA) can enhance effect sizes in ERP research, offering greater statistical power than traditional univariate methods.

Recommended citation: Carrasco, C. D., Bahle, B., Simmons, A. M., & Luck, S. J. (2024). "Using multivariate pattern analysis to increase effect sizes for event-related potential analyses." Psychophysiology, 61(7), e14570. https://doi.org/10.1111/psyp.14570
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Assessing the effectiveness of spatial PCA on SVM-based decoding of EEG data

Published in NeuroImage, 2024

This study evaluates the impact of different spatial PCA strategies on SVM-based EEG decoding accuracy across various ERP paradigms, finding limited benefit over raw channel data.

Recommended citation: Zhang, G., Carrasco, C. D., Winsler, K., Bahle, B., Cong, F., & Luck, S. J. (2024). "Assessing the effectiveness of spatial PCA on SVM-based decoding of EEG data." NeuroImage, 293, 120625. https://doi.org/10.1016/j.neuroimage.2024.120625
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No tDCS Augmented Working Memory Training Benefit in Undergraduates Rewarded with Course Credit

Published in Brain Stimulation, 2020

This study tested whether frontal or parietal tDCS enhances working memory training gains in undergraduates, but found no significant improvement across any montage.

Recommended citation: Shires, J., Carrasco, C., & Berryhill, M. E. (2020). "No tDCS Augmented Working Memory Training Benefit in Undergraduates Rewarded with Course Credit." Brain Stimulation, 13(6), 1524–1526. https://doi.org/10.1016/j.brs.2020.08.015
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Age-Related Changes in Sensorimotor Temporal Binding

Published in Frontiers in Human Neuroscience, 2017

This study investigates how aging affects the temporal coupling between voluntary actions and sensory outcomes, revealing declines in both temporal sensitivity and sensorimotor recalibration.

Recommended citation: Vercillo, T., Carrasco, C., & Jiang, F. (2017). "Age-Related Changes in Sensorimotor Temporal Binding." Frontiers in Human Neuroscience, 11, Article 500. https://doi.org/10.3389/fnhum.2017.00500
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