Georgios Mentzos

  • Haid-und-Neu-Str. 7
    Bldg. 07.21
    76131 Karlsruhe

Short Bio

Georgios Mentzos received his Bachelor's with an integrated Master's degree in Electrical Engineering at the National Technical Univeristy of Athens (NTUA) in 2023, specializing in Electronics and Systems, particularly in the field of Embedded Systems. He joined the Chair for Embedded Systems (CES) in April 2024 as a research assistant. Since, April 2025 he is pursuing his PhD as a research assistant at CES.

Publications


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Conferences
Georgios Mentzos, Valentin Alexander Frey, Konstantinos Balaskas, Georgios Zervakis and Jörg Henkel
R2T-Tiny: Runtime-Reconfigurable Throughput-Optimized TinyML for Hybrid Inference Acceleration on FPGA SoCs
in International Conference on Computer-Aided Design (ICCAD), Oct 26 - 30 2025.

Previous publications

Conferences
Giorgos Armeniakos, Georgios Mentzos, Dimitrios Soudris
Accelerating TinyML Inference on Microcontrollers Through Approximate Kernels
in 31st IEEE International Conference on Electronics, Circuits and Systems (ICECS), DOI, PDF, 18 - 20 Nov. 2024.

Student Theses

Finished Projects
NameType of workTitleMentorCompletion date
Weinsheimer, FlorianBachelor thesisUltra-Efficient Tiny Machine Learning for MCU based Edge DevicesMentzos, George2025-07-01
Frey, Valentin AlexanderMaster thesisHeterogeneous Machine Learning Accelerators for FPGA based DevicesMentzos, George2025-07-01