World's Best Scientists 2026 revealed!
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Computer Science
Germany
2023

D-Index & Metrics

Computer Science

D-Index
65
Citations
17927
World Ranking
2451
National Ranking
104

Electronics and Electrical Engineering

D-Index
65
Citations
17864
World Ranking
1201
National Ranking
34

Research.com Recognitions

  • 2023 - Research.com Computer Science in Germany Leader Award

Overview

Jorg Henkel is affiliated with the Karlsruhe Institute of Technology in Germany. Their research spans multiple areas within engineering and computer science, focusing significantly on electrical and electronic engineering, hardware and architecture, and artificial intelligence. Henkel's work also covers computer networks and communications along with computer vision and pattern recognition.

The scientist has contributed extensively to topics such as advanced memory and neural computing, ferroelectric and negative capacitance devices, parallel computing and optimization techniques, semiconductor materials and devices, physical unclonable functions and hardware security, low-power high-performance VLSI design, and radiation effects in electronics.

Recent publications by Henkel include:

  • Hardware Approximate Techniques for Deep Neural Network Accelerators: A Survey, 2022, ACM Computing Surveys
  • A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends, 2024, IEEE Access
  • Weight-Oriented Approximation for Energy-Efficient Neural Network Inference Accelerators, 2020, IEEE Transactions on Circuits and Systems I Regular Papers
  • MLCAD: A Survey of Research in Machine Learning for CAD Keynote Paper, 2021, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
  • Federated Learning for Computationally Constrained Heterogeneous Devices: A Survey, 2023, ACM Computing Surveys

Henkel often collaborates with several frequent coauthors, including:

  • Hussam Amrouch
  • Georgios Zervakis
  • Martin Rapp
  • Lars Bauer
  • Heba Khdr

The scientist publishes regularly in key venues such as:

  • arXiv (Cornell University)
  • IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
  • IEEE Design and Test
  • IEEE Access
  • IEEE Transactions on Computers

Henkel has authored books as well, including the work Dependable Embedded Systems, published in 2020 by Springer Nature.

Best Publications

  • Hardware-software cosynthesis for microcontrollers

    R. Ernst;J. Henkel;T. Benner

  • Mapping on multi/many-core systems: survey of current and emerging trends

    Amit Kumar Singh;Muhammad Shafique;Akash Kumar;Jorg Henkel

  • A low latency generic accuracy configurable adder

    Muhammad Shafique;Waqas Ahmad;Rehan Hafiz;Jorg Henkel

  • On-chip networks: a scalable, communication-centric embedded system design paradigm

    J. Henkel;W. Wolf;S. Chakradhar

  • IoT technologies for embedded computing: a survey

    Farzad Samie;Lars Bauer;Jorg Henkel

  • A framework for estimating and minimizing energy dissipation of embedded HW/SW systems

    Yanbing Li;Jörg Henkel

  • System-level exploration for pareto-optimal configurations in parameterized systems-on-a-chip

    Tony Givargis;Frank Vahid;Jörg Henkel

  • ADAM: run-time agent-based distributed application mapping for on-chip communication

    M.A. Al Faruque;R. Krist;J. Henkel

  • From Cloud Down to Things: An Overview of Machine Learning in Internet of Things

    Farzad Samie;Lars Bauer;Jorg Henkel

  • Reliable on-chip systems in the nano-era: lessons learnt and future trends

    Jorg Henkel;Lars Bauer;Nikil Dutt;Puneet Gupta

  • The EDA Challenges in the Dark Silicon Era: Temperature, Reliability, and Variability Perspectives

    Muhammad Shafique;Siddharth Garg;Jörg Henkel;Diana Marculescu

  • Code compression for low power embedded system design

    Haris Lekatsas;Jörg Henkel;Wayne Wolf

  • Power- and area-efficient Approximate Wallace Tree Multiplier for error-resilient systems

    Kartikeya Bhardwaj;Pravin S. Mane;Jorg Henkel

  • An approach to automated hardware/software partitioning using a flexible granularity that is driven by high-level estimation techniques

    J. Henkel;R. Ernst

  • Invasive Computing: An Overview

    Jürgen Teich;Jörg Henkel;Andreas Herkersdorf;Doris Schmitt-Landsiedel

  • A low power hardware/software partitioning approach for core-based embedded systems

    Jörg Henkel

  • Computation offloading and resource allocation for low-power IoT edge devices

    Farzad Samie;Vasileios Tsoutsouras;Lars Bauer;Sotirios Xydis

  • Architectural-space exploration of approximate multipliers

    Semeen Rehman;Walaa El-Harouni;Muhammad Shafique;Akash Kumar

  • TAPE: thermal-aware agent-based power economy for multi/many-core architectures

    Thomas Ebi;Mohammad Abdullah Al Faruque;Jorg Henkel

  • DistRM: distributed resource management for on-chip many-core systems

    Sebastian Kobbe;Lars Bauer;Daniel Lohmann;Wolfgang Schroder-Preikschat

  • Invited - Cross-layer approximate computing: from logic to architectures

    Muhammad Shafique;Rehan Hafiz;Semeen Rehman;Walaa El-Harouni

Frequent Co-Authors

Muhammad Shafique
Muhammad Shafique New York University Abu Dhabi
Sri Parameswaran
Sri Parameswaran University of Sydney
Jian-Jia Chen
Jian-Jia Chen TU Dortmund University
Wayne Wolf
Wayne Wolf University of Nebraska–Lincoln
Hans-Joachim Wunderlich
Hans-Joachim Wunderlich University of Stuttgart
Tulika Mitra
Tulika Mitra National University of Singapore
Jürgen Teich
Jürgen Teich University of Erlangen-Nuremberg
Yogesh Singh Chauhan
Yogesh Singh Chauhan Indian Institute of Technology Kanpur
Frank Vahid
Frank Vahid University of California, Riverside
Srimat T. Chakradhar
Srimat T. Chakradhar NEC (United States)

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