• About Us
  • News
  • Events
  • Student Affairs
  • Career Development Centre
  • Students@Engineering
  • Academics
    • Programmes
      • Undergraduate Programmes
      • Graduate Programmes
        • Masters Programmes
        • Doctoral Programmes
    • Teaching Laboratories
    • Virtual Laboratories
    • Project Based Learning
  • Admission
    • Undergraduate Admission
    • Graduate Admission
      • Masters Admissions
      • Doctoral Admissions
  • People
  • Research
  • About Us
  • News
  • Events
  • Office of the Dean of Students
  • Career Development Centre
  • Students@Engineering
  • Academics
    Programmes Teaching Laboratories Virtual Laboratories Project Based Learning
  • Admission
    Undergraduate Admission Graduate Admission Doctoral Admission
  • People
  • Research

7 February 2023

Abhi Patel Presents Study on Efficiently Detecting and Measuring Mental Stress Using Recurrent Deep Learning



How do medical professionals accurately detect and measure emotional stress to understand its impact on a person's life? A paper presented at the recently held IEEE Applied Sensing Conference (IEEE Apscon 2023) at Bangalore proposed using electroencephalogram (EEG) and Deep Learning (DL) to efficiently detect stress with greater accuracy. Abhi Patel, BTech in Computer Science and Engineering, Class of 2023, was one among only five undergraduates who presented at the Conference. He presented his study on Mental Stress Detection Using EEG & Recurrent Deep Learning under the mentorship of Akhand Rai, Assistant Professor, School of Engineering and Applied Science. 

Abhi says, "Mental and emotional stress is a serious health issue that impairs a person's capacity to function daily. My research proposes a unique DL-based artificial intelligence (AI) technique that uses EEG data to build an emotional stress state detection model. This project involved signal processing first and then developed a DL model that requires fewer computation resources and results in higher accuracy. Additionally, we have incorporated this model as a tool so that the doctors may directly feed brain signals of the patient into it and obtain the stress value." 

IEEE Apscon 2023 witnessed participation from researchers and PhD Scholars from top Indian and global institutions.

Related News

Srishti Sharma Receives SHODH Scholarship for Research on Creating a Framework for Modelling and Prediction of Athletic Game Performance and Injury Risk

Ahmedabad Faculty Receive Research Funding from Gujarat Council on Science and Technology

Sanjay Chaudhary and Mehul Raval’s Book Analyses Digital Transformations in Agrarian Sector

School of Engineering and Applied Science

Ahmedabad University
Central Campus
Navrangpura, Ahmedabad 380009
Gujarat, India

[email protected]
+91.79.61911100

  • About Ahmedabad
  • Our Purpose
  • Programmes
  • Admission
  • Research
  • Resources
  • Brochures
  • News
  • Events
  • People
  • Careers
  • Contact

Auris

COPYRIGHT AHMEDABAD UNIVERSITY 2025

CONNECT WITH US

Download Brochure

Please enter information in the form below. The download will start automatically on submission of the form.

Download Brochure

Please enter information in the form below. The download will start automatically on submission of the form.