Neurorehabilitation (Mental Stress) using Machine Learning& Multimedia Source

Project Title

Neurorehabilitation (Mental Stress) using Machine Learning& Multimedia Source

Project Area of Specialization NeuroTechProject 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 HW/SW integrated systemCore Industry HealthOther IndustriesCore Technology NeuroTechOther TechnologiesSustainable Development Goals Good Health and Well-Being for PeopleRequired Resources

Item Name	Type	No. of Units	Per Unit Cost (in Rs)	Total (in Rs)
			Total in (Rs)	63000
EMOTIV Insight - 5 Channel Mobile Brainwear	Equipment	1	55000	55000
Research Paper	Miscellaneous	1	8000	8000