Sense
Neural Interfaces
EEG • fNIRS • Neural acquisition • Sensor systems
Acquire reliable neural activity through EEG, fNIRS and multimodal sensing.
Brain-Machine Interface Systems Research Group
Brain-Machine Interface
Systems Research Group
Decoding neural signals to connect mind and machine—
Restoring, Enhancing, and Understanding Human Potential.
Led by
Professor Vinod A. Prasad
From Neural Activity to Real-World Action
Interpret
Intelligent Signal Analysis
Signal processing • Machine learning • Deep learning
Transform neural signals into meaningful representations using intelligent learning algorithms.
Translate
Human-Centred BMI Systems
Neurorehabilitation • Assistive systems • Human-machine control
Convert decoded intent into interaction, rehabilitation and assistive control.
Project Demos
See our systems in action.
Neurofeedback Game for Cognition- Children with Acquired Brain Injury
Cognitive BCINeurofeedback Game for Cognition- Children with Acquired Brain Injury
Closed-Loop Motor Imagery Bidirectional Hand Movement Direction Decoding and Robotic Hand Control Interface
Motor Imagery BCIClosed-Loop Motor Imagery Bidirectional Hand Movement Direction Decoding and Robotic Hand Control Interface
Non-invasive Online Self-Correcting Closed-loop Brain Computer Interface for Decoding and Control of Motor Imagery Hand Movement Kinematics
Motor Imagery BCINon-invasive Online Self-Correcting Closed-loop Brain Computer Interface for Decoding and Control of Motor Imagery Hand Movement Kinematics
Our Collaborators
Collaborating Institutions
Media Coverage
Featured in the media
The Straits Times, Singapore · 15 September 2025
The Straits Times — SIT completes move, looks to deepen real-world learning
The Straits Times featured the Brain-Computer Interface research being developed at the Singapore Institute of Technology's Punggol campus. The system uses EEG to decode…
View details →Research Support
Acknowledgement of Research Funding
The research conducted in our laboratory has been supported by grants from the following funding agencies
- Ministry of Education (MOE) Singapore
- Ministry of Defence (MINDEF) Singapore
- National Medical Research Council (NMRC) Singapore
- DSO National Laboratories Singapore
- Aerobe Pte Ltd., Singapore
- Mashwire Pte. Ltd., Singapore
- European Aeronautic Defence & Space Company (EADS) Singapore
- Singapore Millennium Foundation
- Civil Aviation Authority of Singapore (CAAS)
- Airbus Group Innovations
- Department of Science and Technology (Govt. of India)
- UVJ Technologies Pvt Ltd., India