Gianluca Martino

Institute of Embedded Systems
Building E, Room 3.023
Hamburg University of Technology (TUHH)
Am Schwarzenberg-Campus 3
21073 Hamburg, Germany

Machine Beam Controls (MSK)
Building 3, Room 032
DESY
Notkestraße 85
22607 Hamburg, Germany

CDCS - CDL4
Room 2024
Albert-Einstein-Ring 10
22761 Hamburg, Germany

Publications

Conference Papers

  • Ahmad Al-Zoubi, Benedikt Schaible, Gianluca Martino, Görschwin Fey, Latency-optimized Hardware Acceleration of Multilayer Perceptron Inference, In Euromicro Conference on Digital System Design (DSD), Durres, Albania, 2023.
  • Leandro Lanzieri, Gianluca Martino, Goerschwin Fey, Holger Schlarb, Thomas C. Schmidt, Matthias Wählisch, A Review of Techniques for Ageing Detection and Monitoring on Embedded Systems, In Preprint, 2023. (arXiv)
  • Ahmad Al-Zoubi, Gianluca Martino, Fin Bahnsen, Jun Zhu, Görschwin Fey, Holger Schlarb, CNN Implementation and Analysis on Xilinx Versal ACAP at European XFEL, In International System-On-Chip Conference (SOCC), Belfast, United Kingdom, 2022. (IEEEXplore)
  • Gianluca Martino, Andrea Bellandi, Julien Branlard, Annika Eichler, Holger Schlarb, Goerschwin Fey, Lawrence Doolittle, Sebastian Aderhold, Andrew Benwell, Daniel Gonnella, Sonya Hoobler, Janice Nelson, Ryan Douglas Porter, Alessandro Ratti, Lisa Zacarias, Anomaly Detection Based Quench Detection System for CW Operation of SRF Cavities, In International Linear Accelerator Conference (LINAC), Liverpool, United Kingdom, 2022.
  • Gianluca Martino, Görschwin Fey, Runtime Monitoring of c-LTL Specifications on FPGAs using HLS, In International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD), Villasimius, Italy, 2022. (IEEEXplore)
  • Arne Grünhagen, Julien Branlard, Annika Eichler, Gianluca Martino, Görschwin Fey, Marina Tropmann-Frick, Fault Analysis of the Beam Acceleration Control System at the European XFEL using Data Mining, In Asian Test Symposium (ATS), Ehime, Japan, 2021. (IEEEXplore)
  • Gianluca Martino, Arne Grünhagen, Julien Branlard, Annika Eichler, Görschwin Fey, and Holger Schlarb, Comparative Evaluation of Semi-Supervised Anomaly Detection Algorithms on High-Integrity Digital Systems, In Euromicro Conference on Digital System Design (DSD), Palermo, Italy, 2021. (IEEEXplore)
  • Swantje Plambeck, Gianluca Martino, and Görschwin Fey, Metrics for the Evaluation of Approximate Sequential Streaming Circuits, In Euromicro Conference on Digital System Design (DSD), Palermo, Italy, 2021. (IEEEXplore)
  • Gianluca Martino, Heinz Riener, and Görschwin Fey, Revisiting Explicit Enumeration for Exact Synthesis, In Euromicro Conference on Digital System Design (DSD), Portorož, Slovenia, 2020. (IEEEXplore)
  • Gianluca Martino and Görschwin Fey, Syntax-Guided Enumeration of Temporal Properties, In Forum for Specification and Design Languages (FDL), pp. 1-8, Southampton, United Kingdom, 2019. (IEEEXplore)
  • Görschwin Fey, Tara Ghasempouri, Swen Jacobs, Gianluca Martino, Jaan Raik, Heinz Riener, Design Understanding: From Logic to Specification (special session), In 26th IFIP/IEEE International Conference on Very Large Scale Integration (VLSI-SoC), pp. 172-175, Verona, Italy, 2018. (IEEEXplore)

Workshop Papers

  • Gianluca Martino, Heinz Riener, Görschwin Fey, Complete Specification Mining, In 6th Workshop on Design Automation for Understanding Hardware Designs (DUHDE), Florence, Italy, 2019.
  • Gianluca Martino, Heinz Riener, Görschwin Fey, Coverage-Guided CTL Property Enumeration for Understanding Models of Reactive Systems, In 27th International Workshop on Logic & Synthesis (IWLS), San Francisco, CA, USA, 2018.

Presentations & Invited Talks

Presentations & Invited Talks

  • FPGA-based hardware acceleration of machine learning algorithms for particle accelerators, In Low Level RF Workshop, Brugg, Switzerland, 2022.