Favour N
- Research Program Mentor
PhD Doctor of Philosophy candidate
Expertise
digital signal processing, computer vision, computational neuroscience, deep learning, controls & optimization, Engineering, Computer Science, Software Eng
Project ideas
Project ideas are meant to help inspire student thinking about their own project. Students are in the driver seat of their research and are free to use any or none of the ideas shared by their mentors.
Decoding Motor Intent Signals using Deep Learning
In this project, we will use deep learning methods to decode the motor intent from neural signals obtained from the cortex. We will use feature extraction techniques to reduce the input data dimensionality, which later helps substantially lower the motor decoder's complexity. We will apply various approaches to decode single motor movement signals and combination motor movement signals.