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