Fachgebiet Entwurf Mikroelektronischer Systeme (EMS)

Taha Soliman, M.Sc.


Anschrift

Robert Bosch GmbH, CR/AEX2
Robert-Bosch-Campus 1
71272 Renningen

Kontakt

Telefon: (+49) 711 811 11850
Email: taha.soliman(at)de.bosch.com

Forschungsgebiete

  • In-Memory Computing
  • Approximate Computing
  • Deep neural Networks Acceleration
  • Hardware Design & Prototyping

Publikationen

Adaptable Approximation Based on Bit Decomposition for Deep Neural Network Accelerators
T. Soliman, C. De La Parra, A. Guntoro, N. Wehn. IEEE International Conference on Artificial Intelligence Circuits and Systems, June, 2021, virtual conference.

Exploiting Resiliency for Kernel-wise CNN Approximation enabled by Adaptive Hardware Design
C. De la Parra, A. El-Yamany, T. Soliman, A. Kumary, N. Wehn, A. Guntoro. IEEE International Symposium on Circuits and Systems (ISCAS), May, 2021, Daegu, South Korea.

A Novel DRAM-Based Process-in-Memory Architecture and its Implementation for CNNs
C. Sudarshan, T. Soliman, C. De la Parra, C. Weis, L. Ecco, M. Jung, N. Wehn, A. Guntoro. 26th Asia and South Pacific Design Automation Conference (ASP-DAC), January, 2021, Virtual Conference.

Ultra Low Power Flexible Precision FeFET based Analog In-memory Computing
T. Soliman, F. Müller, T. Kirchner, T. Hoffmann, H. Ganem, E. Karimov, T. Ali, M. Lederer, C. Sudarshan, T. Kämpfe, A. Guntoro, N. Wehn. IEEE International Electron Devices Meeting (IEDM), December, 2020, virtual conference.

A Ferroelectric FET Based In-memory Architecture for Multi-Precision Neural Networks
T. Soliman, R. Olivo, M. Lederer, T. Kämpfe, T. Kirchner, A. Guntoro, N. Wehn. 2020 IEEE 33rd International System-on-Chip Conference (SOCC), September, 2020, virtual conference.

Efficient FeFET Crossbar Accelerator for Binary Neural Networks
T. Soliman, R. Olivio, T. Kirchner, C. De la Parra, M. Lederer, T. Kämpfe, A. Guntoro, N. Wehn. 31st IEEE International Conference on Application-specific Systems, Architectures and Processors, July, 2020, Manchester, UK.

Fast Validation of DRAM Protocols with Timed Petri Nets
M. Jung, K. Kraft, T. Soliman, C. Sudarshan, C. Weis, N. Wehn. ACM International Symposium on Memory Systems (MEMSYS 2019), October, 2019, Washington, DC, USA.
Best Paper Award

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