Cognitive Computing Research Group

Research keywords: · item response theory · biofeedback · eeg · ecg · cognitive · learning · mental workload

Horizon Europe keywords: · Artificial Intelligence and Robotics · Health technologies, new tools and solutions · Next Generation Internet · Pharmaceutical technologies

Faculty of Electrical Engineering and Informatics Department of Automation and Applied Informatics

Dr. Bertalan Forstner

Associate Professor

Introduction of the Research Group

The aim of the research group is to develop procedures that rely on wearable physiological measuring instruments, mostly to monitor and make learning more effective. Research and implementation of virtual and augmented reallity applications is also in focus, within industrial application areas.

Achievements Publications Journals Infrastructure Projects Industry relations Conferences Other

Achievements

-Designing a software framework, identifying measurement processes, finding the definitive variables and the relationship between them
-Preprocessing algorithm for uniform classification of fMRI images
-Defining mental states, designing profile curves and classifiers from ECG, EEG and pupil data
-Design and build a software package to validate results

Publications

N/A

Journals

BIOLOGICAL PSYCHIATRY: COGNITIVE NEUROSCIENCE AND NEUROIMAGING BIOLOGICAL PSYCHIATRY
INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING

Infrastructure

Mobil EEG (eMotive) 3 típus, több darab, Hololens (más laborokkal együtt)

Projects

Audi - quality assurance support. Mark a car and track things with Hololens. Finished, rights remained in the department.
Academy of Music - Educational Software (“Touch the Music”, “Move Mi Music”) - IT Business Awards, Award Winning at AUTSoft
ELKH TTK - Dr. Éva Gyarmathy - Development of children with atypical development based on Gardner's theory of multiple intelligence
Education Office - János Dugasz - Adaptive measurement system for the identification of talent management

Industry relations

Audi, Zeneakadémia, Kodály Intézet

Conferences

• MTÜ at BME, 2015: Adaptive educational games - individualized challenges with biological feedback
• NGO program at the Hungarian Academy of Sciences, 2015 (IoT in health care)
• MTÜ program at BME, 2016 (Adaptive educational games - individualized challenges with biological feedback)
• János Neumann Society of Computer Science, Department of Medical Biology (NJSZT-OBSZ): Biofeedback-based mobile systems in the service of atypical development, 2017
• MTÜ program at the Institute of Cognitive Neuroscience and Psychology of the Hungarian Academy of Sciences, 2018: Investigation of sensorimotor synchronization with traditional and differently computerized devices
• MTÜ roundtable discussion and workshop, November 24, 2020, “Application of artificial reality in industrial learning processes”

Other activities

Regular commitments, e.g. Children's University, Girls' Day János Neumann Society of Computer Science, Department of Medical Biology, member of the board: Bertalan Forstner