DrKonstantinos Barmpas

Research Associate

Department of Computing - Faculty of Engineering

RESEARCH

Currently, I am a Postdoctoral Research Associate at Imperial College London developing Generative Foundation Models for Biosignals used in Brain-Computer Interfaces (BCIs), including EEG, EMG and ECG.


Previously:

 

  • Visiting AI Researcher at Archimedes AI Research Unit, where I conducted research on generative foundation models for biosignals in Brain-Computer Interfaces (BCIs)
  • PhD Graduate in Computer Science (Artificial Intelligence) from the Department of Computing at Imperial College London, where I conducted my research under the supervision of Professor Stefanos Zafeiriou. My doctoral research, titled “Enhancing Motor-Imagery Brain-Computer Interfaces Through Deep Learning,” explored intersections between Deep Learning and Brain-Computer Interfaces, including Differentiable Signal Processing, Geometric Deep Learning and Causality. I passed my PhD defence with no corrections and my work has been published in top-tier AI venues.


Check out my Google Scholar Profile: https://scholar.google.com/citations?user=JkRlsiQAAAAJ&hl=el&oi=ao