A newer version of the Gradio SDK is available:
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metadata
title: EEG Eye State Visualizer
emoji: 🧠
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 6.3.0
app_file: app.py
pinned: false
license: cc-by-4.0
tags:
- eeg
- biosignals
- neuroscience
- visualization
- brain-computer-interface
🧠 EEG Eye State Visualizer
Interactive visualization tool for the EEG Eye State Classification Dataset.
Features
- Signal Viewer: Visualize EEG signals from 14 channels in real-time
- Channel Analysis: Compare individual channels between open and closed eyes
- Statistics: Explore dataset statistics and correlations
- Interactive Controls: Filter by time, duration, and eye state
Dataset
This visualizer uses the EEG Eye State Classification Dataset containing:
- 14,980 EEG measurements
- 14 channels (international 10-20 system)
- 128 Hz sampling rate
- Binary labels (eyes open/closed)
Usage
- Signal Viewer Tab: Select time range, duration, and channels to visualize
- Channel Analysis Tab: Compare distributions between eye states
- Statistics Tab: View dataset statistics and channel correlations
Citation
@misc{roesler2013eeg,
author = {Rösler, Oliver},
title = {EEG Eye State Dataset},
year = {2013},
publisher = {UCI Machine Learning Repository},
url = {https://archive.ics.uci.edu/dataset/264/eeg+eye+state}
}