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@@ -30,15 +30,13 @@ size_categories:
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  [![Hugging Face](https://img.shields.io/badge/Hugging_Face-🤗_webxos-FFD21E?style=for-the-badge&logo=huggingface&logoColor=white)](https://huggingface.co/webxos)
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  [![Follow on X](https://img.shields.io/badge/Follow_@webxos-1DA1F2?style=for-the-badge&logo=x&logoColor=white)](https://x.com/webxos)
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- # Dataset Card for BCI-FPS MOTOR_IMAGERY Dataset
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-
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- ## Dataset Description
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  *UNDER DEVELOPMENT for TESTING*
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  *This dataset was made using app in the /generator/ folder which is under development testing.*
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- ## Use case ideas and concepts:
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  *Simulated data for Intent testing, does not use real Neuralink/BCI hardware signals.*
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  ## Citation Information
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  ```bibtex
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- @misc{bci_fps_motor_imagery,
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  title={BCI-FPS motor_imagery Dataset},
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  author={webXOS,
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- year={2024},
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  note={for testing and development purposes}
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  }
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  ```
 
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  [![Hugging Face](https://img.shields.io/badge/Hugging_Face-🤗_webxos-FFD21E?style=for-the-badge&logo=huggingface&logoColor=white)](https://huggingface.co/webxos)
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  [![Follow on X](https://img.shields.io/badge/Follow_@webxos-1DA1F2?style=for-the-badge&logo=x&logoColor=white)](https://x.com/webxos)
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+ ## Dataset Card for BCI-FPS MOTOR_IMAGERY Dataset
 
 
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  *UNDER DEVELOPMENT for TESTING*
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  *This dataset was made using app in the /generator/ folder which is under development testing.*
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+ ## Concept:
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  *Simulated data for Intent testing, does not use real Neuralink/BCI hardware signals.*
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  ## Citation Information
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  ```bibtex
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+ @misc{bci-fps,
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  title={BCI-FPS motor_imagery Dataset},
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  author={webXOS,
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+ year={2026},
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  note={for testing and development purposes}
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  }
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  ```