Visitenkarte

Assistant Prof. Dr.-Ing. Semeen Rehman ,
Assistant Prof. Dr.-Ing. Semeen Rehman

Kontaktinformation

Telefon:
+43 (1) 58801 38424
E-Mail:
semeen.rehman@tuwien.ac.at
Raum:
CD0426
TISS:
TISS
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Alle Publikationen

  • M. Hanif, A. Marchisio, T. Arif, R. Hafiz, S. Rehman, M. Shafique, X-DNNs: Systematic Cross-Layer Approximations for Energy-Efficient Deep Neural Networks. ASP Journal of Low Power Electronics (JOLPE), Bd. 14, Nr. 4, 2018, S. 520 - 534.
  • B. Prabakaran, S. Rehman, M. Hanif, S. Ullah, G. Mazaheri, A. Kumar, M. Shafique, DeMAS: An Efficient Design Methodology for Building Approximate Adders for FPGA-Based Systems, in IEEE/ACM 21st Design, Automation and Test in Europe Conference & Exhibition (DATE), 2018, S. 917 - 920.
  • M. Shafique, T. Theocharides, C.-S. Bouganis, M. Hanif, F. Khalid, R. Hafiz, S. Rehman, An Overview of Next-Generation Architectures for Machine Learning: Roadmap, Opportunities and Challenges in the IoT Era, in IEEE/ACM 21st Design, Automation and Test in Europe Conference (DATE), 2018, S. 827 - 832.
  • S. Ullah, S. Rehman, B. Prabakaran, F. Kriebel, M. Hanif, M. Shafique, A. Kumar, Area-Optimized Low-Latency Approximate Multipliers for FPGA-based Hardware Accelerators, in 2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC), 2018, S. 1 - 6.
  • M. Hanif, F. Khalid, R. Putra, S. Rehman, M. Shafique, Robust Machine Learning Systems: Reliability and Security for Deep Neural Networks, in 2018 IEEE 24th International Symposium on On-Line Testing and Robust System Design (IOLTS), 2018, S. 257 - 260.
  • S. Rehman, F. Kriebel, B. Prabakaran, F. Khalid, M. Shafique, Hardware and Software Techniques for Heterogeneous Fault-Tolerance, in 2018 IEEE 24th International Symposium on On-Line Testing and Robust System Design (IOLTS), 2018, S. 115 - 118.
  • F. Kriebel, S. Rehman, M. Hanif, F. Khalid, M. Shafique, Robustness for Smart Cyber Physical Systems and Internet-of-Things: From Adaptive Robustness Methods to Reliability and Security for Machine Learning, in 2018 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2018, S. 581 - 586.
  • M. Shafique, F. Khalid, S. Rehman, Intelligent Security Measures for Smart Cyber Physical Systems, in 2018 21st Euromicro Conference on Digital System Design (DSD), 2018, S. 280 - 287.
  • F. Khalid, M. Hanif, S. Rehman, M. Shafique, Security for Machine Learning-based Systems: Attacks and Challenges during Training and Inference, in 16th International Conference on Frontiers of Information Technology (FIT), 2018, S. 1 - 6.