Neurorehabilitation (Mental Stress) using Machine Learning& Multimedia Source
we hypothesize that multimedia content has superior mental stress-reduction capabilities. We propose a research-based project with the primary purpose of discovering better content for mental stress alleviation within a multimedia category. We intend to build a system that can record EEG data and an
Project Title
Neurorehabilitation (Mental Stress) using Machine Learning& Multimedia Source
Project Area of Specialization
Project Summary
we hypothesize that multimedia content has superior mental stress-reduction capabilities. We propose a research-based project with the primary purpose of discovering better content for mental stress alleviation within a multimedia category. We intend to build a system that can record EEG data and analyze brain activations. The system is expected to be able to use machine learning techniques to analyze neural activity and provide the best possible material for reducing the subject's mental tension.we hypothesize that multimedia content has superior mental stress-reduction capabilities. We propose a research-based project with the primary purpose of discovering better content for mental stress alleviation within a multimedia category. We intend to build a system that can record EEG data and analyze brain activations. The system is expected to be able to use machine learning techniques to analyze neural activity and provide the best possible material for reducing the subject's mental tension.
Project Objectives
The objective or the outcomes of the proposed project are as follows:
1. The development of a system that can distinguish between stress and non-stress EEG signals.
2. The system should be capable of recommending suitable content based on neuronal activation.
3. Research Paper.
Project Implementation Method
We will use Mathlab and SVM to calculate the valur of stress, EEG headset for the signals recording and GPU for Model training.
Benefits of the Project
It will enhance the existing method accuracy in the domain of Mental stress calculation through EEG signals.
Technical Details of Final Deliverable
It will be use as a software/hardware integrated system throught EEG headset we will record the EEG signals and then we will input the signals in ous mathlab program to calculate the mental stress value.
Final Deliverable of the Project
Core Industry
Other Industries
Core Technology
Other Technologies
Sustainable Development Goals
Required Resources
| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| EMOTIV Insight - 5 Channel Mobile Brainwear | Equipment | 1 | 55000 | 55000 |
| Research Paper | Miscellaneous | 1 | 8000 | 8000 |
| Total in (Rs) | 63000 |
If you need this project, please contact me on contact@adikhanofficial.com
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