Discover datasets

This dataset comprises high-density functional near-infrared spectroscopy (fNIRS) measurements acquired during a Word-Color Stroop task. The study compares high-density multi-distance fNIRS configurations with sparse fNIRS arrangements to evaluate their relative sensitivity in detecting brain activity during cognitive control tasks. Data were collected from multiple participants with concurrent behavioral performance metrics.

Participants

17

Size

459 MB

Version

v1.0.0

Updated

Jul 10, 2026

This dataset comprises high-density and sparse functional near-infrared spectroscopy (fNIRS) measurements acquired during a Word-Color Stroop task. The study investigates whether high-density multi-distance fNIRS configurations enhance detection of brain activity compared to conventional sparse probe arrangements. Raw neuroimaging data from multiple participants are provided in BIDS format to support reproducible analysis of cognitive control mechanisms.

Participants

17

Size

168 MB

Version

v1.0.0

Updated

Jul 10, 2026

An EEG study investigating the effects of episodic future thinking on temporal discounting behavior. Participants generated descriptions of future events and subsequently used mental imagery of these events as cues during intertemporal choice tasks, with concurrent measurement of imagery vividness. This dataset provides neurophysiological recordings during decision-making processes influenced by prospective cognition.

Participants

29

Channels

64 (10-10)

Size

16.1 GB

Version

v1.0.0

Updated

Jul 10, 2026

This dataset quantifies the impact of hair and skin characteristics on functional near-infrared spectroscopy (fNIRS) signal quality, with a focus on enhancing inclusivity in neuroimaging research. The study examines how individual physiological variations affect fNIRS measurements across diverse participant populations, providing empirical evidence for optimizing signal acquisition and preprocessing in this neuroimaging modality.

Participants

115

Size

1.38 GB

Version

v1.0.0

Updated

Jul 10, 2026

This dataset contains neuroimaging data from a memory interference task designed to investigate how anticipated interference affects memory reactivation. Participants learned target objects and performed a recognition task with manipulated interference conditions, where irrelevant novel objects were presented on half the trials during a delay period. The study examines whether memory reactivation levels remain stable despite expectations of interfering stimuli. Data includes EEG recordings from the experimental protocol with preprocessing documentation available in associated repositories.

Participants

52

Channels

30 (10-10)

Size

27.8 GB

Version

v1.0.0

Updated

Jul 10, 2026

FRESH Audio Dataset is a functional near-infrared spectroscopy (fNIRS) dataset collected during audio processing tasks. The dataset contains raw fNIRS measurements organized according to the Brain Imaging Data Structure (BIDS) standard. This dataset supports research into auditory neuroscience and the neural correlates of sound processing. NOTE: Dataset status should be verified as complete and finalized before DOI minting.

Participants

17

Size

65.2 MB

Version

v1.0.0

Updated

Jul 10, 2026

The FRESH Motor Dataset is a functional near-infrared spectroscopy (fNIRS) neuroimaging dataset focused on motor cortex activity during motor tasks. This dataset contains raw fNIRS measurements organized according to the Brain Imaging Data Structure (BIDS) standard and is hosted on NEMAR as a mirror of the OpenNeuro dataset (ds005963). The data is suitable for research on motor cortex hemodynamics, neurovascular coupling, and motor control mechanisms. Data are provided in SNIRF format with complete acquisition parameters and participant information.

Participants

10

Size

233 MB

Version

v1.0.0

Updated

Jul 10, 2026

This dataset comprises neuroimaging data from a study investigating the brain correlates of motor complexity during observed and executed actions. The research examines mirror neuron system activity and motor processing using functional near-infrared spectroscopy (fNIRS). Data were collected from participants performing and observing motor tasks of varying complexity levels.

Participants

21

Size

738 MB

Version

v1.0.0

Updated

Jul 10, 2026

This dataset contains near-infrared spectroscopy (NIRS) recordings from clinical monitoring studies designed to evaluate motion artifact reduction techniques in long-term neuroimaging applications. The study implements collodion-fixed prism-based optical fibers to minimize motion-related artifacts during extended NIRS monitoring sessions, with potential applications in clinical neuroscience research.

Participants

7

Size

68.5 MB

Version

v1.0.0

Updated

Jul 10, 2026

This dataset contains raw EEG data from a study investigating real-time, personalized brain state-dependent transcranial magnetic stimulation (TMS) in healthy adults. The research demonstrates that personalized whole-brain activity patterns can predict human corticospinal tract activation in real-time, with potential applications for brain stimulation therapies. Data includes EEG recordings collected during TMS-guided brain state-dependent stimulation protocols, where TMS serves as the intervention guided by real-time EEG decoding.

Participants

19

Channels

70 (10-10)

Citations

12

Size

88.1 GB

Version

v1.0.0

Updated

Jul 10, 2026