…dynamic aversive stimuli at multiple spatial scales, from the macroscopic EEG to…
This dataset contains high-density, dual-layer EEG recorded together with neck EMG, inertial measurement unit acceleration, and ground reaction force from older adults walking over uneven terrain at different speeds. Each participant completed two three-minute trials per walking condition plus a three-minute seated rest trial. Digitized electrode locations are provided for each subject.
…mean amplitude in discriminative intervals - **Spatial filters**: shrinkage regularization ## Cross-Validation - **Method…
…Signal processing included CSP for spatial filtering, log-variance features, and shrinkage…
…FBCCA, eTRCA, msTRCA - **Spatial filters**: CCA, TRCA ## Cross-Validation - **Method**: leave-one…
…correlation - **Spatial filters**: Canonical Correlation Analysis ## Cross-Validation - **Method**: training-testing split…
…40 Hz, SPHARA 20th order spatial low-pass filter for interpolation and…
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…slice-time correction, spatial realignment and coregistration with the anatomical scan, spatial…