on003825
Human electroencephalography recordings from 50 subjects for 22,248 images from 1,854 object concepts
EEG
Imported from OpenNeuro ds003825
- Participants
- 50
- Channels
- 63
- Citations
- 1
- Size
- 59.9 GB
- Version
- v1.0.0
- Updated
- Jul 10, 2026
Discover datasets
50 results for "relevance vector machines" · page 5 of 5 · ranked by relevance
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- on004774
Automatic Evoked Response Detection (ER-Detect) dataset
iEEGThis dataset comprises intracranial EEG recordings collected to support the development and validation of automatic evoked response detection (ER-Detect) methods. Data were gathered from patients undergoing electrical stimulation mapping at Mayo Clinic and University Medical Center Utrecht, aiming to characterize cortico-cortical evoked potentials for clinical and research applications in epilepsy and brain connectivity studies.
- Participants
- 14
- Citations
- 1
- Size
- 30.2 GB
- Version
- v1.0.0
- Updated
- Aug 19, 2026
- on004816
EEG-attention-rsvp-exp1
EEGThis dataset contains EEG recordings from Experiment 1 of a study investigating the neural dynamics of task-relevant information prioritization. Participants performed a rapid serial visual presentation (RSVP) task involving small letters superimposed on large objects. The data provides insights into how the brain selectively processes and prioritizes behaviorally relevant stimuli during visual attention tasks.
- Participants
- 20
- Citations
- 29
- Size
- 23.3 GB
- Version
- v1.0.0
- Updated
- Jul 10, 2026
- on001849
RS_TMSEEG_Data
EEGThis dataset comprises resting-state transcranial magnetic stimulation (TMS) combined with electroencephalography (EEG) recordings from multiple subjects. The study focuses on identifying site- and stimulation-specific TMS-evoked EEG potentials using quantitative cosine similarity metrics to characterize the electrophysiological responses to TMS across different brain regions.
- Participants
- 20
- Channels
- 30 (10-10)
- Size
- 44.5 GB
- Version
- v1.0.0
- Updated
- Jul 10, 2026
- on006392
HED schema library for SCORE annotations example
iEEGThis BIDS example dataset contains intracranial EEG (iEEG) recordings from a single subject collected during clinical photic stimulation at Mayo Clinic. It demonstrates the use of the HED-SCORE (Standardized Computer-based Organized Reporting of EEG) schema library for annotating events in a machine-readable, BIDS- and HED-validated format, supporting standardized event annotation practices in EEG/iEEG research.
- Participants
- 1
- Citations
- 2
- HED
- vscore_2.0.0
- Size
- 32.0 MB
- Version
- v1.0.0
- Updated
- Aug 19, 2026
- on007640
Dataset of emotion recognition using validated video stimuli with large-scale behavioral survey and MEG recordings
BEH MEGThis dataset investigates brain signal-based emotion recognition through magnetoencephalography (MEG) recordings collected while participants viewed validated emotional video stimuli. It comprises three components: a large-scale online behavioral survey of 500 participants rating 40 video clips, head digitization data for co-registration, and MEG neural recordings from 23 participants viewing the same stimuli. Emotional states were assessed using Self-Assessment Manikin ratings, discrete emotion categories (PrEmo), and temporal highlight annotations, providing multi-faceted ground truth for affective neuroscience research.
- Participants
- 23
- Size
- 88.8 GB
- Version
- v1.0.0
- Updated
- Aug 18, 2026
- on003844
Dataset Clinical Epilepsy iEEG to BIDS -RESPect_intraoperative_iEEG
iEEGThis dataset comprises intracranial EEG (iEEG) recordings from 12 epilepsy surgery patients enrolled in the RESPect (Registry for Epilepsy Surgery Patients) study at the University Medical Center of Utrecht. The collection includes both intraoperative electrocorticography (ECoG) recordings from six patients and long-term iEEG monitoring data from six patients (three ECoG, three stereo-encephalography). All data are organized according to the Brain Imaging Data Structure (BIDS) specification to facilitate standardized access and analysis of clinical neurophysiology data.
- Participants
- 6
- Size
- 2.60 GB
- Version
- v1.0.0
- Updated
- Jul 22, 2026
- on005189
Search Superiority Recollection Familiarity
BEH EEGThis dataset contains EEG and eye-tracking recordings from 30 participants who searched for objects in naturalistic scenes and intentionally memorized others, followed by a surprise recognition memory test. The study examines the 'search superiority effect,' testing whether incidentally encoded memories differ qualitatively from intentional ones through recollection and familiarity processes indexed by FN400 and late parietal ERP components. Behavioral remember-know judgments and ROC analyses were used alongside EEG measures to disentangle these memory processes.
- Participants
- 30
- Channels
- 61
- Citations
- 1
- Size
- 17.0 GB
- Version
- v1.0.0
- Updated
- Aug 19, 2026
- on006374
Expectation effects on repetition suppression in nociception
BEH EEGThis dataset contains electroencephalography (EEG) recordings from a study investigating how expectation modulates repetition suppression of neural responses to nociceptive (pain-related) stimuli. It provides raw EEG data organized in BIDS format, intended to support analyses of expectation effects on cortical processing of repeated nociceptive stimulation.
- Participants
- 36
- Channels
- 32 (10-10)
- Size
- 42.7 GB
- Version
- v1.0.0
- Updated
- Aug 19, 2026
- on004745
8-Channel SSVEP EEG Dataset with Artifact Trials
EEGImported from OpenNeuro ds004745
- Participants
- 6
- Channels
- 8 (other)
- Citations
- 27
- Size
- 242 MB
- Version
- v1.0.0
- Updated
- Jul 10, 2026