Features-EEG
…Mapping the Dynamics of Visual Feature Coding: Insights into Perception and Integration…
- Participants
- 16
- Citations
- 27
- Size
- 69.6 GB
- Version
- v1.0.0
- Updated
- Jul 10, 2026
100 results for "feature coding" · page 1 of 10 · ranked by relevance
…Mapping the Dynamics of Visual Feature Coding: Insights into Perception and Integration…
[, shrinkage-LDA, EM-algorithm - **Feature extraction**: mean…
This dataset contains 128-channel EEG recordings from 20 observers (19 included in final analysis) viewing object images at 3.33 Hz to investigate how contextual associations, perceptual attributes, and conceptual properties of objects are represented in neural activity. One participant was excluded due to a technical error in EEG recording. Time-resolved neural decoding was applied to disentangle these distinct representational dimensions from the EEG signals.
…Dynamics of visual object coding within and across the hemispheres: Objects in…
THINGS-EEG2 is a large-scale EEG dataset comprising recordings from 10 subjects viewing 16,540 distinct training images and 200 test images presented via rapid serial visual presentation at 5 Hz. The dataset includes 63-channel EEG data sampled at 1000 Hz across 4 sessions per subject, with approximately 32,540 training trials and 16,000 test trials, designed to support computational modeling of human visual object recognition. Stimuli are drawn from the THINGS database, and the dataset includes resting-state recordings and behavioral annotations for each trial.
…12-class SSVEP target identification task with joint frequency and phase coding…
[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.on004152-blue…