Florian Neugebauer

Herr Dr. rer. nat.

Wissenschaftlicher Mitarbeiter
Institut für Technische Informatik
Hardwareorientierte Informatik

Kontakt

+49 711 685 88389
+4971168588288

Pfaffenwaldring 47
D-70569 Stuttgart
Deutschland
Raum: 3.172

  1. 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
  2. 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.
  3. 2019

    1. 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
    2. 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
  4. 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
  5. 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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