Sumit Sharma

The paper compares emotion recognition across human faces, emoji faces, and stick figures using behavioral and EEG measures, finding emoji faces are most accurate and fastest, while stick figures show stronger early emotional processing.

This study finds that listening to South Indian classical music with incremental tempo and octave variations reduces anxiety more effectively than stable music or silence in medical students, as measured by EEG and psychological assessments.