Skip to main content

Miniature Physiological Sensors with Integrated Brain Signal Decoders for Brain-Robot Interaction

Project Member(s): Lin, C., Iacopi, F., Do, N., Wang, Y.

Funding or Partner Organisation: Department of Defence (Defence Innovation Hub)
Department of Defence (Defence Innovation Hub)

Start year: 2023

Summary: In this project, the research team aims to develop a miniature physiological (e.g. electroencephalography (EEG) and electromyography (EMG) sensors with integrated brain signal decoder for brain-robot integration.


Almohammadi, A & Wang, Y-K 1970, 'Integrated Connectivity-based Stacking Ensemble Learning with GCNNs for EEG Representation', 2023 IEEE Symposium Series on Computational Intelligence (SSCI), 2023 IEEE Symposium Series on Computational Intelligence (SSCI), IEEE.
View/Download from: Publisher's site

Almohammadi, A & Wang, Y-K, 'Revealing brain connectivity: graph embeddings for EEG representation learning and comparative analysis of structural and functional connectivity', Frontiers in Neuroscience, vol. 17.
View/Download from: Publisher's site

FOR Codes: Emerging defence technologies, Command, control and communications, Rehabilitation, Human-computer interaction, Biomedical instrumentation, Other biomedical and clinical sciences not elsewhere classified, Artificial intelligence not elsewhere classified, Mixed initiative and human-in-the-loop