16 results for "representational geometry" · page 1 of 2 · ranked by relevance
…on007964) Raw EEG data and representational dissimilarity matrices can be found here…
This dataset contains magnetoencephalography (MEG) recordings from 20 adult participants examining the neural mechanisms underlying perception of regular geometric shapes such as hexagons, triangles, and quadrilaterals. The study investigates how geometric regularity modulates brain activity in ventral visual, intraparietal, and inferior temporal regions, and compares neural responses to predictions from convolutional neural networks and transformer vision models. A companion fMRI dataset examining the same phenomenon is shared separately.
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…Online SSVEP-based BCI using Riemannian geometry for assistive robotics with shared…
…compare P300-based BCI with and without adaptive calibration using Riemannian geometry…
…single-trial EEG classification and representational similarity analysis. ## Dataset Summary | Property | Value…
…xDAWN spatial filtering, Riemannian geometry covariance matrices - **Frequency bands**: analyzed=[1.0…
…channels and processed with Riemannian geometry-based classifiers. ## Dataset Summary | Property | Value…
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