Algorithms that decode motor intent and gesture from peripheral neural and muscle signals.

High-selectivity muscle interfaces as intuitive input for augmented, virtual, and extended-reality systems.

Integrating neural/EMG with inertial and physiological sensing for robustness in real-world use.

High-selectivity surface EMG resolves finger-level micro-movements, enabling text entry and command input without a physical keyboard.

Command decoding and sensory return are closed into a single loop, so the user both drives and feels the machine.

Translating sensor-derived physiological data into virtual representations for real-time monitoring and visualization.