Florian Neugebauer

Herr Dr. rer. nat.

Wissenschaftlicher Mitarbeiter
Institut für Technische Informatik
Hardwareorientierte Informatik

Kontakt

+49 711 685 88389
+49 711 685 88288

Pfaffenwaldring 47
D-70569 Stuttgart
Deutschland
Raum: 3.172

  1. 2023

    1. Stochastic Computing as a Defence Against Adversarial Attacks. Florian Neugebauer; Vivek Vekariya; Ilia Polian and John P. Hayes. In 2023 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W), Porto, Portugal, 2023, pp. 191–194. DOI: https://doi.org/10.1109/DSN-W58399.2023.00053
  2. 2022

    1. On the Impact of Hardware Timing Errors on Stochastic Computing based Neural Networks. Florian Neugebauer; Stefan Holst and Ilia Polian. In 2022 IEEE European Test Symposium (ETS), 2022, pp. 1–6. DOI: https://doi.org/10.1109/ETS54262.2022.9810429
  3. 2020

    1. Retraining and Regularization to Optimize Neural Networks for Stochastic Computing. Junseok Oh; Florian Neugebauer; Ilia Polian and John Hayes. In 2020 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2020, pp. 246–251. DOI: https://doi.org/10.1109/ISVLSI49217.2020.00052
    2. Hardware-based fast real-time image classification with stochastic computing. Ponana Kelettira Muthappa; Florian Neugebauer; Ilia Polian and John P. Hayes. In Proceedings of the 38th IEEE International Conference on Computer Design (ICCD’20), 2020.
  4. 2019

    1. On the Limits of Stochastic Computing. Florian Neugebauer; Ilia Polian and John P. Hayes. In 2019 IEEE International Conference on Rebooting Computing, ICRC, 2019, pp. 98--105. DOI: https://doi.org/10.1109/ICRC.2019.8914706
    2. On the maximum function in stochastic computing. Florian Neugebauer; Ilia Polian and John P. Hayes. In Proceedings of the 16th ACM International Conference on Computing Frontiers, CF 2019, Alghero, Italy, April 30 - May 2, 2019., 2019, pp. 59--66. DOI: https://doi.org/10.1145/3310273.3323050
  5. 2018

    1. S-box-based random number generation for stochastic computing. Florian Neugebauer; Ilia Polian and John P. Hayes. Microprocessors and Microsystems - Embedded Hardware Design 61, (2018), pp. 316--326. DOI: https://doi.org/10.1016/j.micpro.2018.06.009
    2. Framework for Quantifying and Managing Accuracy in Stochastic Circuit Design. Florian Neugebauer; Ilia Polian and John P. Hayes. JETC 14, 2 (2018), pp. 31:1--31:21. DOI: https://doi.org/10.1145/3183345
  6. 2017

    1. Framework for quantifying and managing accuracy in stochastic circuit design. Florian Neugebauer; Ilia Polian and John P. Hayes. In Design, Automation & Test in Europe Conference & Exhibition, DATE 2017, Lausanne, Switzerland, March 27-31, 2017, 2017, pp. 1--6. DOI: https://doi.org/10.23919/DATE.2017.7926949
    2. Building a Better Random Number Generator for Stochastic Computing. Florian Neugebauer; Ilia Polian and John P. Hayes. In Euromicro Conference on Digital System Design, DSD 2017, Vienna, Austria, August 30 - Sept. 1, 2017, 2017, pp. 1--8. DOI: https://doi.org/10.1109/DSD.2017.29
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