Co-authors
21
list available
Resume (English only)
Academic Achievements
- Awarded an ERC Starting Grant in 2022
- Honored with an IEEE Award in 2023 (one of four EPFL professors recognized)
- PhD student Uisub Shin received the IEEE SSCS Predoctoral Achievement Award in 2023 under her supervision
- Led development of a next-generation miniaturized brain-machine interface on a chip (2024)
- Developed a neuro-chip integrating low-power circuit design, ML algorithms, and soft electrodes for managing brain disorders (2023)
- Strong presence at top conferences such as ISSCC
Background
- Research at the intersection of circuit design, machine learning, and neuroscience
- Mission: developing new diagnostic and therapeutic devices for neurological and neuropsychiatric disorders
- Develops low-power, miniaturized system-on-chips (SoCs) for neural recording, real-time brain dysfunction detection, and therapeutic neurostimulation
- Applies machine learning for accurate symptom detection in closed-loop neural implants
- Works on motor decoding in brain-machine interface (BMI) systems