DeepFocus: Optimization for Neural Stimulation

Overview

Development of DeepFocus, an end-to-end simulation and optimization platform integrating physical modeling with ML-driven inverse optimization under biophysical constraints for neural stimulation.

Key contributions:

• Developed DeepFocus, integrating physical modeling with ML-driven inverse optimization under biophysical constraints.
• Achieved over 100x efficiency improvement over state-of-the-art methods.