We are pleased to welcome Athanasia Braimi, a final-year student at the Department of Electrical & Computer Engineering, University of Peloponnese, as a new member of the SIPPRE Research Group.
Athanasia will conduct her Diploma Thesis under the supervision of Assoc. Prof. Athanasios Koutras on the topic:
“Hypnopsis: A Synopsis of Sleep Quality through Automated EEG Staging and Visual Analytics.”
Her research will focus on the development of an integrated system for sleep quality analysis using EEG signals. The project includes:
Applying deep learning models for automated sleep staging (N1, N2, N3, REM).
Extracting key sleep biomarkers, such as spindles and slow-wave activity.
Designing a visual analytics dashboard (hypnogram, spectral power, quality metrics) for exploratory analysis of sleep structure.
Investigating the relationship between automatically recognized sleep stages and quantitative indicators of sleep quality.
Through this work, Athanasia will gain expertise in biomedical signal processing, deep learning for time-series data, and interactive data visualization while contributing to our ongoing research in neurotechnology and health applications.
We warmly welcome Athanasia to SIPPRE and look forward to her contributions in advancing our research on sleep analysis and brain signal processing.