World's Best Scientists 2026 revealed!

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Computer Science

D-Index
53
Citations
8690
World Ranking
4915
National Ranking
221

Electronics and Electrical Engineering

D-Index
53
Citations
8499
World Ranking
2463
National Ranking
72

Overview

Rainer Leupers is affiliated with RWTH Aachen University in Germany, focusing on engineering and computer science with extensive work in electrical and electronic engineering and hardware architecture.

Their research covers a broad array of topics, including:

  • Advanced Memory and Neural Computing
  • Ferroelectric and Negative Capacitance Devices
  • Parallel Computing and Optimization Techniques
  • Physical Unclonable Functions (PUFs) and Hardware Security
  • Embedded Systems Design Techniques
  • Integrated Circuits and Semiconductor Failure Analysis
  • Semiconductor materials and devices

They have authored or coauthored numerous papers, with recent publications including:

  • "Challenging the Security of Logic Locking Schemes in the Era of Deep Learning: A Neuroevolutionary Approach," 2021, ACM Journal on Emerging Technologies in Computing Systems
  • "A Survey of Neuromorphic Computing-in-Memory: Architectures, Simulators, and Security," 2021, IEEE Design and Test
  • "Deceptive Logic Locking for Hardware Integrity Protection Against Machine Learning Attacks," 2021, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
  • "NeuroHammer: Inducing Bit-Flips in Memristive Crossbar Memories," 2022, 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE)
  • "CLARINET: A quire-enabled RISC-V-based framework for posit arithmetic empiricism," 2022, Journal of Systems Architecture

Frequent coauthors include Jan Moritz Joseph, Dominik Šišejković, Farhad Merchant, Felix Staudigl, and Lennart M. Reimann. Their collaboration reflects a network of significant contributions in related research areas.

Their work is often published in venues such as:

  • arXiv (Cornell University)
  • 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE)
  • 2022 23rd International Symposium on Quality Electronic Design (ISQED)
  • Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences
  • ACM Journal on Emerging Technologies in Computing Systems

Rainer Leupers's publication record spans primarily engineering and computer science disciplines, with an emphasis on topics relevant to embedded systems, hardware security, and neural computing technology.

Best Publications

  • A universal technique for fast and flexible instruction-set architecture simulation

    Achim Nohl;Gunnar Braun;Oliver Schliebusch;Rainer Leupers

  • Architecture Exploration for Embedded Processors with LISA

    Andreas Hoffmann;Heinrich Meyr;Rainer Leupers

  • Handbook of Signal Processing Systems

    Shuvra S. Bhattacharyya;Ed F. Deprettere;Rainer Leupers;Jarmo Takala

  • Algorithms for address assignment in DSP code generation

    Rainer Leupers;Peter Marwedel

  • Customizable Embedded Processors: Design Technologies and Applications

    Paolo Ienne;Rainer Leupers

  • Retargetable Code Generation Based on Structural Processor Description

    Rainer Leupers;Peter Marwedel

  • Retargetable Code Generation for Digital Signal Processors

    Rainer Leupers

  • MAPS: an integrated framework for MPSoC application parallelization

    J. Ceng;J. Castrillon;W. Sheng;H. Scharwachter

  • Code Optimization Techniques for Embedded Processors: Methods, Algorithms, and Tools

    Rainer Leupers

  • MAPS: Mapping Concurrent Dataflow Applications to Heterogeneous MPSoCs

    J. Castrillon;R. Leupers;G. Ascheid

  • Software synthesis and code generation for signal processing systems

    S.S. Bhartacharyya;R. Leupers;P. Marwedel

  • A Modular Simulation Framework for Spatial and Temporal Task Mapping onto Multi-Processor SoC Platforms

    Torsten Kempf;Malte Doerper;R. Leupers;G. Ascheid

  • Time-constrained code compaction for DSPs

    R. Leupers;P. Marwedel

  • Retargetable generation of code selectors from HDL processor models

    Rainer Leupers;Peter Marwedel

  • Instruction Scheduling for Clustered VLIW DSPs

    Rainer Leupers

  • A SW performance estimation framework for early system-level-design using fine-grained instrumentation

    T. Kempf;K. Karuri;S. Wallentowitz;G. Ascheid

  • Code selection for media processors with SIMD instructions

    Rainer Leupers

  • Code Optimization Techniques for Embedded Processors

    Rainer Leupers

  • System level processor/communication co-exploration methodology for multiprocessor system-on-chip platforms

    A. Wieferink;M. Doerper;R. Leupers;G. Ascheid

  • Retargetable Compiler Technology for Embedded Systems: Tools and Applications

    Rainer Leupers;Peter Marwedel

  • A universal technique for fast and flexible instruction-set architecture simulation

    G. Braun;A. Nohl;A. Hoffmann;O. Schliebusch

Frequent Co-Authors

Gerd Ascheid
Gerd Ascheid RWTH Aachen University
Heinrich Meyr
Heinrich Meyr RWTH Aachen University
Peter Marwedel
Peter Marwedel TU Dortmund University
Lothar Thiele
Lothar Thiele ETH Zurich
Sergio Saponara
Sergio Saponara University of Pisa
Tushar Krishna
Tushar Krishna Georgia Institute of Technology
Paolo Ienne
Paolo Ienne École Polytechnique Fédérale de Lausanne
Sung Kyu Lim
Sung Kyu Lim Georgia Institute of Technology
Radu Marculescu
Radu Marculescu The University of Texas at Austin

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