I am a research scholar under the guidance of Dr. Partha Pratim Roy and Dr. M. K. Van Vugt pursuing joint PhD at IIT Roorkee, India and University of Groningen, Netherlands.  My research area is Diagnosis and Treatment of Depression with the help of EEG, Cognitive Modelling and Meditation as an Intervention.

Project

Tracking Depression and Elucidating its Mechanisms using Cognitive Neuroscience, EEG, and Machine Learning

Internships/Research Experience

• Worked on Data Analysis of EEG data at BioMedical Engineering Lab, DRDO, Delhi under Dr. Sushil Chandra.
• Compared traditional reinforcement learning algorithm with cognitive reinforcement learning algorithm  at IIT Mandi under Dr. Varun Dutt.
• Visited Osaka Prefecture University, Japan under the financial support of JST Sakura Science Plan to   have technical discussions in the areas of brain computer interface and deep learning.

Publications

1. Kaushik, P., Gupta, A., Roy, P. P., & Dogra, D. P. (2018). EEG-Based Age and Gender Prediction Using Deep BLSTM-LSTM Network Model. IEEE Sensors Journal, 19(7),    2634-2641.

2. Kumar, A., Dutta, K., Gupta, A., Badyal, S., & Rohan, D. (2017, February). Assisting an architect with alternative automated space layout designs using order crossover genetic algorithm in AutoCAD. In 2017 International Conference on Advances in Mechanical, Industrial, Automation and Management Systems (AMIAMS) (pp. 275-280). IEEE.