Neuroscience Evidence Linking Prefrontal Activity and Stress
Perfusion fMRI Reveals Cerebral Blood Flow Patterns Under Psychological Stress
Wang et al. · Proceedings of the National Academy of Sciences · 2005
Research &
Insights backing.
Recent EEG Research by Our Team
Previous studies have explored how low-channel prefrontal EEG signals can be used to detect stress, workload, and emotional states. These findings motivated our approach to scalable mental health assessment using wearable brain-sensing technology.
Characterizing EEG Signals of Meditative States Using Persistent Homology and Hodge Spectral Entropy
Gupta et al. · Biomedical Signal Processing and Control · 2024
Elevated Correlations in Cardiac–Neural Dynamics: Impact of Mantra Meditation on Stress Alleviation
Singh et al. · Biomedical Signal Processing and Control · 2025
A Symbolic Regression Approach for Decoding the Impact of Meditation on Cognitive Enhancement Using Multimodal EEG Analysis
Singh et al. · Biomedical Signal Processing and Control · 2025
Decoding Cognitive Load Changes Induced by Mantra Meditation from Physiological Signals Using Deep Neural Networks
Singh et al. · Biomedical Signal Processing and Control · 2025
Meditation and Cognitive Enhancement: A Machine Learning Classification Using EEG
Singh et al. · IEEE Systems, Man, and Cybernetics · 2022
Meditation-Based Cognitive Therapy for Primary Insomnia: A Treatment Feasibility Pilot Study
Behera et al. · Applied Psychophysiology and Biofeedback · 2023
EEG Microstate Dynamics of Happiness and Sadness During Music Listening
Gupta et al. · Frontiers in Human Neuroscience · 2025
VR-Based Mantra Meditation for Mental Wellness
Garg et al. · IEEE Systems, Man, and Cybernetics · 2024
Evaluating the Effectiveness of Mantra Meditation in a 360° Virtual Reality Environment
Ameta et al. · ACM PETRA Conference · 2023
Short-Term Enhancement of Cognitive Functions and Music: A Three-Channel Model
Gupta et al. · Scientific Reports (Nature) · 2018
Comparative Study of EEG Microstate Dynamics During Happy and Sad Music Videos
Gupta et al. · Frontiers in Human Neuroscience · 2025
Research Motivating Prefrontal EEG Mental Health Assessment
Previous studies have explored how low-channel prefrontal EEG signals can be used to detect stress, workload, and emotional states. These findings motivated our approach to scalable mental health assessment using wearable brain-sensing technology.
Wearable EEG Instrument for Real-Time Frontal Asymmetry Monitoring in Worker Stress Analysis
Arpaia et al. · IEEE Transactions on Instrumentation & Meas. · 2020
Mental Workload Assessment Using Low-Channel Prefrontal EEG Signals
Beiramvand et al. · IEEE MeMeA · 2023
Human Stress Classification During Public Speaking Using Physiological Signals
Arsalan & Majid · Computers in Biology and Medicine · 2021
Mindfulness Using a Wearable Brain Sensing Device for Healthcare Professionals During a Pandemic
Ghosh et al. · Journal of Primary Care & Community Health · 2023
Ghosh et al. · Journal of Primary Care & Community Health · 2023
Asif et al. · Computers in Biology and Medicine · 2019
Machine Learning-Based Emotional Valence Recognition Using Wearable EEG
Abdel-Hamid · Sensors · 2023
Research Motivating Mental Health Therapy Recommendation Systems
Leveraging Large Language Models for Mental Health Detection and Recommendations from Social Discussions
Aggarwal et al. · IEEE Web Intelligence Conference · 2024
RedditESS: A Mental Health Social Support Interaction Dataset for AI-Driven Support Tools
Alghamdi et al. · arXiv Preprint · 2025
