Theses
Kyriaki Kostoglou
Required Background and Skills
The proposed topics are intended for students interested in programming, signal processing, machine learning, and the development of interactive applications. Basic programming knowledge (MATLAB or Python) is desirable, while the required background may vary depending on the topic. Through these projects, students will have the opportunity to become familiar with brain–computer interfaces (BCIs), the recording and analysis of brain signals (EEG), digital signal processing and, depending on the topic, techniques in machine learning, software development, virtual reality (VR), and human–computer interaction (HCI). No prior experience with EEG or BCI is required. The topics can be adapted to students’ backgrounds and interests.
Contact
For more information, you can contact us through our website or directly by email at Assistant Professor Kyriaki Kostoglou (kkostoglou@upatras.gr). If you have your own ideas or would like to adapt one of the proposed topics to your interests and preferences, please do not hesitate to contact us to discuss the possibilities.