معرفی
David B. Grayden is a Professor at The University of Melbourne, affiliated with the Melbourne School of Engineering and the Department of Electrical and Electronic Engineering. His work spans Biomedical Signal Processing, Computational Neuroscience, and Brain-Computer Interfaces (BCI), focusing on applications in Epilepsy Research and Cochlear Implants.
- Melbourne Neural Engineering Laboratory member
- Collaborator in multidisciplinary biomedical research
Key research interests include:
- Developing Seizure Prediction Algorithms using long-term EEG/iEEG data
- Neural mass modeling for Epilepsy and Inhibitory Network Behavior
- Optimizing Cochlear Implants via computational models
- Advancing Endovascular BCI Systems and Neural Stimulation
Recent publications highlight trends in Machine Learning, Path Signatures, and Multi-Frequency Stimulation for SSVEP-based BCIs. His work integrates Computational Modeling with Biomedical Engineering to address clinical challenges in neuroprosthetics and sensory processing.
Grayden leads projects on Neural Network Dynamics, Biomedical Signal Analysis, and Neurostimulation, often collaborating with institutions like Monash University and Royal Melbourne Hospital.
