bai-Mind-8

bai-Mind-8 Models

Definition

bai Models are trained to recognize various tasks from brain waves. These versions are suitable for everyday use. They work with 8-channel EEG devices and are fully compatible with Neuramax.

This model family is a language model trained to transfer sentences from our minds to a computer. The model has been trained entirely for experimental purposes and is open to further development.

Performance Metrics

Model Applications and Informations

<details> <summary style="color: #ff8d26;">bai-Mind-8 v1</summary>

Definition

The bai-Mind-8 v1 model has been trained to work on 8-electrode EEG devices. It is the first of its kind in the world in the field of mind-language models. It has used the ZUCO dataset and other tokenizer models.

Warning: This model shows low accuracy. All usage details and model architecture are located in the “v1” folder.

Dataset Citation

ZuCo Dataset v1: https://osf.io/q3zws/files/

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Limitations & Considerations

Important Notes:

1. Medical Use: This models is for research purposes and should NOT replace professional medical diagnosis.
2. Feature Dependency: Requires specific feature extraction pipeline.
3. Patient Variability: Performance may vary across different patients.
4. Data Privacy: EEG data must be handled with strict confidentiality.

Acknowledgments

Some of these models use Neurazum's proprietary datasets. The data is closed-source and subject to privacy regulations. Models using open-source datasets are INDICATED.

Note

Use at your own risk. Due to the complexity of EEG signals and patient variability, accuracy rates may vary. The model should be used as a supportive tool, not as a replacement for professional medical judgment. Since the data belongs to , the function structure may change in future models.

License

CC-BY-NC-SA 4.0 - see LICENSE for details.

Support

• Website: Neurazum
• Email: [email protected]

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For a future that combines artificial intelligence and neuroscience! 🧠⚡

<span style="color: #ff8d26;"><b>Neurazum</b> AI Department</span>