…30.0, 100.0] Hz - **Spatial filters**: CSP ## Cross-Validation - **Method**: holdout…
…degree square wave) and noise patterns (spectral power distributions of k/f…
…Visual + Vibro is common in Block_1 and Block_2. Visual + Vibro…
Raw 128-channel EEG data from 20 observers viewing object images in a rapid presentation paradigm, together with representational dissimilarity matrices. The dataset supports time-resolved neural decoding analyses that separate objects' contextual associations from their perceptual and conceptual attributes. One participant was excluded because of a technical recording error, leaving 19 usable participants.
…The resulting configuration files ('.cfg') store the 3D spatial coordinates (x, y…
…Personalized whole-brain activity patterns predict human corticospinal tract activation in real…
Magnetoencephalography (MEG) recordings from 20 adult participants viewing simple geometric shapes such as hexagons, triangles and quadrilaterals. The dataset supports a study of how the human brain encodes geometric regularity, including symmetries and parallelism, and contrasts it with visual processing in convolutional neural networks and transformer models. It is released anonymized and defaced in BIDS format, alongside a companion fMRI dataset.
…After stimulus offset, participants reported whether patterns were regular or random. For…
…Feature extraction employed Riemannian tangent space mapping with common spatial pattern spatial…
…Relying on concurrent electroencephalography and hemodynamic recordings, we found a common correlate…