Research Fields

Medical Signal and Image Processing

• Development of early warning systems for predicting epileptic seizures
• Intraoperative thermographic imaging in neurosurgery
• Thermography for examination of blood circulation in the chest area during bypass operations

Development of Highly Parallel Cellular Processor Structures

• Digital processor structures for CNN emulation
• FPGA implementation for applications in real-time image processing
• High-speed image processing for industrial process control (control of laser welding processes)

Research of Novel Nanostructures

• Modelling and characterization of memristors
• Simulation and analysis of memristive circuits and structures

Modelling and Analysis of Complex Systems

• Machine learning for real-time monitoring with ultrasonic measurement technology
• Image compression with cellular automata and CNN (Cellular neural network)