M.Sc.

Florian Neugebauer

Research Assistant
Institute of Computer Architecture and Computer Engineering
Hardware Oriented Computer Science

Contact

+49 711 685-88389
+49 711 685-88288

Pfaffenwaldring 47
D-70569 Stuttgart
Deutschland
Room: 3.172

  1. 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.
  2. 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
  3. 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
  4. 2017

    1. 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
    2. 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
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