Jiayang Zhang
- Email: eljzh@leeds.ac.uk
- Supervisors: Professor Kang Li, Professor Shane Xie
Profile
I received Bachelor's degree in Communication from the Shanghai University, China in 2020. Now I am currently working toward a Ph.D. degree in Electronic and Electrical Engineering. My current research field is using deep learning methods to decoding motor imagery (MI) electroencephalogram (EEG) signals for rehabilitation.
Research interests
- Investigating multi-frequency band brain signal feature analysis methods for independent movement imagination of bilateral upper limbs. Employing artificial intelligence algorithms such as deep learning to establish personalized neural decoding models to effectively recognize the motor intentions of stroke patients.
- Researching transfer algorithms for EEG data under different tasks, devices, and source domains.
- Exploring cross-sesson, cross-subject and cross-device modelling