Research Interests

• Neural signal processing and decoding
• Brain-Computer Interfaces
• EMG signal decomposition and decoding
• Biomedical Signal processing
• Intelligent prostheses

Selected Publications

• Ioannis Xygonakis, Riccardo Seganfreddo, Mazin Hamad, Samuel Schneider, Axel Schröder, Sandro M. Krieg, Bernhard Meyer, Lorenzo Chiari, Melissa Zavaglia, Sami Haddadin, Transcranial Magnetic Stimulation Robotic Assistant: towards a fully automated stimulation session, 2024. [Project Page]
• Ioannis Xygonakis, Melissa Zavaglia, Sami Haddadin, Robust Independent Component Analysis based EMG decomposition - a comparison study, 2023. [Project Page]