|
|
Energy-Efficient SNNs for Multimodal Student Engagement Proposed an SNN roadmap for multimodal student engagement analysis, optimizing for energy efficiency in real-time educational environments. |
High-Accuracy Drowsiness Detection via SNNs First-author research achieving 97.94% accuracy in drowsiness detection — reducing energy consumption by 61% vs. CNN baselines. |
| 🌍 200+ | 👥 10K+ | 🎯 97.94% | ⚡ 61% |
|---|---|---|---|
| Global Users | Users Served | Detection Accuracy | Energy Reduction |
⟨ SATYA SAIRAM VARMA MANTHENA — ENGINEERED WITH PRECISION ⟩