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Supporting materials for the GX Dataset. The GX Dataset is a dataset of combined tES, EEG, physiological, and behavioral signals from human subjects. Publication A full data descriptor is published in Nature Scientific Data. Please cite this work as: Gebodh, N., Esmaeilpour, Z., Datta, A. et al. Dataset of concurrent EEG, ECG, and behavior with multiple doses of transcranial electrical stimulation. Sci Data 8, 274 (2021). https://doi.org/10.1038/s41597-021-01046-y Descriptions A dataset combining high-density electroencephalography (EEG) with physiological and continuous behavioral metrics during transcranial electrical stimulation (tES; including tDCS and tACS). Data includes within subject application of nine High-Definition tES (HD-tES) types targeted three brain regions (frontal, motor, parietal) with three waveforms (DC, 5Hz, 30Hz), with more than 783 total stimulation trials over 62 sessions with EEG, physiological (ECG or EKG, EOG), and continuous behavioral vigilance/alertness metrics (CTT task). Acknowledgments Portions of this study were funded by X (formerly Google X), the Moonshot Factory. The funding source had no influence on study conduction or result evaluation. MB is further supported by grants from the National Institutes of Health: R01NS101362, R01NS095123, R01NS112996, R01MH111896, R01MH109289, and (to NG) NIH-G-RISE T32GM136499. We would like to thank Yuxin Xu and Michaela Chum for all their technical assistance. Extras For downsampled data (1 kHz ) please see (in .mat format): Experiment 1 : https://doi.org/10.5281/zenodo.3840614 Experiment 2 : https://doi.org/10.5281/zenodo.3840616 Code used to import, process, and plot this dataset can be found here: GitHub : https://github.com/ngebodh/GX_tES_EEG_Physio_Behavior Additional figures for this project have been shared on Figshare. Trial-wise figures can be found here: PSD: https://doi.org/10.6084/m9.figshare.14810517.v1 Topoplots During Stimulation: https://doi.org/10.6084/m9.figshare.14810478 Voltage timeseries, spectrogram and behavior: https://doi.org/10.6084/m9.figshare.14810442.v1 The full dataset is also provided in BIDS format here: Data in BIDS format: https://doi.org/10.18112/openneuro.ds003670.v1.1.0 Data License Creative Common 4.0 with attribution (CC BY 4.0) NOTE Please email ngebodh01@citymail.cuny.edu with any questions.
tACS, PVT, ECG, Physiology, Computational Modeling, Heart rate, Vigilance, tDCS, PSQI, Motor control, Brain stimulation, FOS: Biological sciences, Attention, EEG, BCI, tES, Karolinska sleepiness scale, Neuroscience
tACS, PVT, ECG, Physiology, Computational Modeling, Heart rate, Vigilance, tDCS, PSQI, Motor control, Brain stimulation, FOS: Biological sciences, Attention, EEG, BCI, tES, Karolinska sleepiness scale, Neuroscience
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