Muhammad Shafique

Muhammad Shafique
Univ.Prof. Dr.-Ing.
Phone +43 (1) 58801-18252
Fax +43 (1) 58801-18297

Vienna University of Technology
Department of Computer Engineering
Embedded Computing Systems
Treitlstrasse 3, 2nd floor, 1040 Wien, Austria


Master/Bachelor Theses (Open Topics)

  • Machine/Deep Learning on GPUs and FPGAs
  • Approximate Accelerators for Convolutional Neural Networks (CNNs)
  • Approximate Image Processing on FPGAs
  • Energy-Efficient Motion Tracking in Internet-of-Things
  • Statistical Quality Analysis in Approximate Computing
  • High-Level Synthesis for Approximate Computing
  • Fault-Tolerant Multi-Core Architectures 
  • Aging Modeling and Optimization of Multi-Cores
  • Energy-Efficiency for DRAM Memories
  • Hardware Trojan Detection and Mitigation
  • Game-Theoretic Resource Management in Many-Core Systems.

Master/Bachelor Theses / Internships Supervised

  • Muhammad Kamran Ayub(together with Osman Hasan at NUST), Statistical Error Analysis of Low Power Approximate Adders
  • Alberto Marchisio(together with Maurizio Martina, Politecnico di Tornio), Efficient Computing Architectures for Machine Learning and Neural Networks