EMG Traces

Hey, I'm Nitzan

PhD Candidate in Electrical Engineering • MSc Brain Sciences

I am a PhD student at Tel Aviv University, jointly supervised by Prof. Yael Hanein and Prof. Hava Siegelmann. My research, conducted in the Neuro-Engineering Lab. My research, focuses on decoding hand and finger gestures from surface electromyography (sEMG) signals to better understand motor intent in natural, dynamic environments.
In my research, I use a wearable sEMG system and advanced machine learning models to improve gesture classification accuracy for real-world applications. This work builds on my Master's in computational neuroscience from the Hebrew University, where I studied single-neuron information processing.

See My Research