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Replace generated figures with GUI screenshots for EMG tutorial
- Add BIDS import dialog, result, and EEGLAB interface screenshots - Add raw data viewer and spectopo screenshots - Remove old programmatically generated figures - Update markdown to reference new screenshots
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tutorials/misc/EEGLAB_and_EMG_data.md

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@@ -31,6 +31,8 @@ This dataset is ideal for demonstrating EMG-ERP analysis because:
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EEGLAB can import BIDS-formatted EMG data using the [bids-matlab-tools](https://github.com/sccn/bids-matlab-tools) plugin. After starting EEGLAB, use menu item <span style="color: brown">File > Import data > From BIDS folder structure</span>.
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![BIDS Import Dialog](/assets/images/emg-bids-dialogbox-shot.png)
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Alternatively, you can import programmatically:
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```matlab
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EEG = ALLEEG(1);
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```
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After import, EEGLAB shows the dataset information:
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![BIDS Import Result](/assets/images/emg-bidsimport-shot.png)
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![EEGLAB Interface](/assets/images/emg-eeglabview-shot.png)
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You can also load the BDF files directly:
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```matlab
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- Identify noisy channels or artifacts
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- Adjust the display scale and time window
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![Raw EMG Data Viewer](/assets/images/emg_eegplot_raw.png)
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![Raw EMG Data Viewer](/assets/images/emg-rawdata-shot.png)
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**Note for EMG:** The scrolling viewer works the same as for EEG, but expect:
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- Higher amplitude signals (µV to mV range)
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- Frequency range up to 500 Hz (appropriate for EMG)
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- **Important**: We set `'freq', []` to disable topoplots - they are NOT meaningful for EMG data since electrodes are on forearm muscles, not scalp
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![EMG Power Spectrum](/assets/images/emg_spectopo.png)
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![EMG Power Spectrum](/assets/images/emg-spectopo-shot.png)
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**Expected pattern:** Most EMG power should be concentrated in the 20-250 Hz range, with peaks around 50-150 Hz for muscle activity.
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