معرفی
Simon Kurz is a Researcher at the Department of Computer Science 12 (Design Automation for Embedded Systems) within the Faculty of Computer Science at Technical University of Dortmund. He is based in Room E01 at Otto-Hahn-Str. 16, 44227 Dortmund, Germany, and can be reached at +49 (231) 755-6535.
His research focuses on cutting-edge areas of machine learning and embedded systems. Kurz specializes in Binary Neural Networks that reduce computational complexity, Large Language Model Compression techniques for efficient deployment, Resource-Constrained Machine Learning for edge devices, and applications involving Emerging Non-Volatile Memories. His work bridges the gap between advanced AI algorithms and hardware-efficient implementations, particularly targeting embedded system constraints.
As part of the Design Automation for Embedded Systems research group, Kurz contributes to developing novel approaches for optimizing machine learning models specifically for resource-limited environments. His research intersects computer architecture, hardware design, and artificial intelligence, with practical applications in edge computing and IoT devices where computational resources and power consumption are critical constraints.
