Chair for Embedded Systems

Dr. Georgios Zervakis

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

Short Bio:

Georgios Zervakis received the Diploma and Ph.D. degrees from the School of Electrical and Computer Engineering (ECE), National Technical University of Athens (NTUA), Greece, in 2012 and 2018, respectively. He is currently a research assistant and group leader at the Chair for Embedded Systems (CES), at the Karlsruhe Institute of Technology (KIT). Before joining KIT, he was a postdoctoral research fellow at Microprocessors Laboratory and Digital Systems Lab (Microlab), ECE, NTUA. In addition, he has worked as a research associate at the Aristotle University of Thessaloniki (AUTH), the National and Kapodistrian University of Athens (UOA), and as a principal investigator at the Institute of Communication and Computer Systems (ICCS), Greece. As a member of ICCS, he worked in several European projects including among others the AEGLE, FABSPACE 2.0, and EXA2PRO.

 

Research Interests:

  • Approximate computing
  • Design automation and synthesis
  • Neural Network accelerators
  • Hardware acceleration in cloud

Publications

Journals
Hussam Amrouch, Georgios Zervakis, Sami Salamin, Hammam Kattan, Iraklis Anagnostopoulos and Jörg Henkel
NPU Thermal Management
in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), ESWEEK Special Issue, DOI, PDF, Nov 2020.

Zois-Gerasimos Tasoulas, Georgios Zervakis, Iraklis Anagnostopoulos, Hussam Amrouch, Jörg Henkel
Weight-Oriented Approximation for Energy-Efficient Neural Network Inference Accelerators
in IEEE Transactions on Circuits and Systems I: Regular Papers, DOI, PDF, Sep 2020.

Georgios Zervakis, Hussam Amrouch and Jörg Henkel
Design Automation of Approximate Circuits With Runtime Reconfigurable Accuracy
in IEEE Access (Vol. 8), DOI, PDF, Mar 2020.

Conferences
    Sami Salamin, Georgios Zervakis, Ourania Spantidi, Iraklis Anagnostopoulos, Jörg Henkel and Hussam Amrouch
    Reliability-Aware Quantization for Anti-Aging NPUs
    in IEEE/ACM 24th Design, Automation and Test in Europe Conference (DATE'21), Virtual Conference, Feb 1-5 2021.