Features-EEG
…Mapping the Dynamics of Visual Feature Coding: Insights into Perception and Integration…
- Participants
- 16
- Citations
- 30
- Size
- 69.6 GB
- Version
- v1.0.0
- Updated
- Jun 24, 2026
…Mapping the Dynamics of Visual Feature Coding: Insights into Perception and Integration…
[, shrinkage-LDA, EM-algorithm - **Feature extraction**: mean…
…Convolutional Neural Network (CNN) Feature extraction: Sliding windows (250ms, 2ms stride), Standard…
…CNN (Convolutional Neural Network) Feature extraction: sliding windows, bitwise decoding Cross-Validation…
…Convolutional Neural Network (CNN), Pearson correlation Feature extraction: CNN spatial filtering (8x1…
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.
…Dynamics of visual object coding within and across the hemispheres: Objects in…