Quantitative EEG Analysis of Brain Activity Before, During, and After Nadi Shodhana Pranayama
Project by Polygence alum Maya

Project's result
I completed an original research project titled Quantitative EEG Analysis of Brain Activity Before, During, and After Nadi Shodhana Pranayama. I collected and analyzed EEG data using a Muse-S headband and a custom Python-based analysis pipeline to examine changes in Delta, Theta, Alpha, Beta, and Gamma brain-wave activity. The project resulted in a completed research paper, statistical analyses and visualizations, and a presentation of my findings.
They started it from zero. Are you ready to level up with us?
Summary
Nadi Shodhana Pranayama, or alternate nostril breathing, is a yogic breathing technique believed to regulate the autonomic nervous system and improve attention. While previous studies have examined its neurophysiological effects, many rely on long-term interventions or do not include regional brain comparisons and effect-size analysis. This study evaluated the effects of a single Nadi Shodhana session on EEG brain-wave activity by analyzing Delta (0.5–4 Hz), Theta (4–8 Hz), Alpha (8–12 Hz), Beta (12–30 Hz), and Gamma (30–45 Hz) frequency bands. EEG data were collected from twelve participants (ten analyzed after signal-quality exclusions) using a wearable Muse-S headband before, during, and after practice. A custom Python pipeline using Welch power spectral density analysis quantified changes in relative band power. Results showed increased Theta and Delta activity during practice, accompanied by significant decreases in Beta and Gamma activity. Alpha power increased from 23.2% at baseline to 25.9% after practice (Cohen's d = 0.82). Despite individual variability, regional analyses demonstrated a consistent shift toward a relaxed yet attentive brain state, supporting wearable EEG as a practical tool for quantifying the neurophysiological effects of yogic breathing.

Sierra
Polygence mentor
PhD Doctor of Philosophy candidate
Subjects
Psychology, Biology, Arts, Languages, Neuroscience
Expertise
neuroscience, psychology, biology, music, art, philosophy, meditation, sleep, language/linguistics, mental illnesses, drugs/addiction, and creativity
Check out their profile

Maya
Student
Hello! My name is Maya Kumari and my project is **Quantitative EEG Analysis of Brain Activity Before, During, and After Nadi Shodhana Pranayama**. I chose this project because I wanted to know what was happening inside my brain meaning, I was very curious and wanted to know more onto this study. After my project is complete, I would like to share my results with my family in India, professors with an interest in neuroscience, and the yoga community located in India, that believes yoga not as a religious practice, but a practice that provides one-self to balance ones life.
Graduation Year
2030
Project review
“My experience with this project was both exciting and challenging. I enjoyed combining my interests in neuroscience and yoga to investigate how Nadi Shodhana Pranayama influences EEG brain-wave activity. Throughout the project, I strengthened my skills in research, Python-based EEG data analysis, scientific interpretation, and communicating results. Most importantly, I learned how an initial curiosity can be developed into a structured scientific investigation.”
About my mentor
“My experience with my mentor was very positive. She guided me throughout the research process, helped me strengthen my scientific thinking, and encouraged me to explore my questions independently. Her feedback helped me better understand EEG analysis and improve the way I interpreted and communicated my findings.”
Check out their profile