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Dhruva Shaw committed Dec 14, 2024
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12 changes: 12 additions & 0 deletions _projects/mcba.md
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Expand Up @@ -254,6 +254,9 @@ We then set our sights on the 2024 IEEE Standards Association Telehealth Tech Pi
<iframe width="560" height="315" class="responsive-object-pdf" src="https://www.youtube.com/embed/pU9OGLIYMsE?si=sPKLxx6YKQ6C9mzD" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>
</div>

### 6. Looking Forward to the Indian Engineering Congress 2024
We are delighted to announce that our research paper has been accepted for oral presentation at the Indian Engineering Congress 2024. We are eager to present our findings at this prestigious conference and anticipate making a significant impact on the engineering community.

---

## Methodology
Expand Down Expand Up @@ -306,6 +309,15 @@ A **3-Degree-of-Freedom (DOF) robotic arm** was designed using **MATLAB Simulink
* A **virtual environment** was developed in Simulink, simulating the interactions between the trained AI models and the robotic arm.
* The simulations served as a testbed to evaluate the system's performance before real-world integration.

<div class="row mt-3">
<div class="col-sm mt-3 mt-md-0">
{% include figure.liquid loading="eager" path="assets/img/mcba/data_acquisition.png" class="img-fluid rounded z-depth-1" zoomable=true %}
<div class="caption">
The whole workflow of the project <d-cite key="essa_kotte_2021"></d-cite>
</div>
</div>
</div>

### 5. Project Progress and Future Directions
_Completed Tasks_:
1. **AI Model Development**: Successfully trained models to classify human activities based on EEG signals.
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10 changes: 10 additions & 0 deletions assets/bibliography/papers.bib
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Expand Up @@ -7,6 +7,16 @@ @article{nprnews
title={Scientists Bring The Sense Of Touch To A Robotic Arm}
}

@misc{essa_kotte_2021,
doi = {10.48550/arXiv.2201.04229},
title={Brain Signals Analysis Based Deep Learning Methods: Recent advances in the study of non-invasive brain signals},
url={https://arxiv.org/abs/2201.04229},
journal={arXiv.org},
author={Essa, Almabrok and Kotte, Hari},
year={2021}
}


@article{transferlearningmatlab,
url={https://in.mathworks.com/help/audio/ug/transfer-learning-with-pretrained-audio-networks.html},
journal={Mathworks.com},
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