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ZENODO
Dataset . 2025
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
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Data for: Synchronized multimodal dataset for central–autonomic coupling in meditation and rest

Authors: Hrncirova, Tereza; Augustynek, Martin; Kubicek, Jan; Knocikova, Juliana Alexandra; Bahrova, Jana; Zemcik, Tomas; Malcik, Malcik;

Data for: Synchronized multimodal dataset for central–autonomic coupling in meditation and rest

Abstract

We present a fully synchronized multimodal dataset of electroencephalography (EEG), functional near-infrared spectroscopy (fNIRS), galvanic skin response (GSR), heart rate (HR), RR intervals, and photoplethysmography (PPG) collected from 8 healthy adults across five sessions each (40 recordings). Each session followed a three-phase design: 1 min resting baseline, 3 min guided breathing meditation, and 1 min recovery. All modalities were acquired simultaneously with unified timestamps, standardized placement, and harmonized sampling (EEG/fNIRS 250 Hz; PPG 250 Hz; GSR 10 Hz; HR/RR resampled to 10 Hz). The release provides raw and minimally processed signals, channel maps, synchronized event markers, signal-quality flags, and preprocessing logs. Data are distributed as a 250 Hz MATLAB .mat file per session (time axis, fNIRS HbR/HbO, EEG, PPG, markers), a ZIP export with CSV files time-stamped by Unix time (GSR, HR, HRV/RR, events), and a metadata.json describing configuration and checksums. The dataset supports studies of meditation-related physiology, central–autonomic coupling, and benchmarking of multimodal fusion or arousal-detection methods without prescribing specific models.

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Keywords

meditation, brain, metadata, HRV, multimodal, emotion, markers, fNIRS, synchronized, HR, breathing meditation, RR interval, GSR, ANS, EEG

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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