π― Project Definition β collecting and processing electrophysiological signals (EEG & EMG) for the use of body-machine interfaces (BMI). They will collect neurological data, train ML and AI algorithms, and provide actionable control for different tasks, such as the moving of a robotic arm, grasping items, and drive rehabilitation. We can even go further than this. Think about driving an electric car with your mind or decoding speech from your brain. It is becoming more and more feasible.
Objectives β Collect and processing of EEG and EMG signals during controlled motor tasks (execution & imagery), visualization tools,
In scope β signal processing, experiment design, timeseries, AI, Machine Learning
Motivation over skills β EPFL N-Pulse is first of all a place to learn and expand you skillset, so donβt be scared!
Responsibilities
Nice to have