Zain Taufique profile picture
Zain
Taufique
Doctoral Researcher, ​Department of Computing
Doctoral Candidate, Health Technology
Doctoral Candidate

Contact

Vesilinnantie 5
20500
Turku

Biography

Zain Taufique has received his MS degree in Electronics and Embedded Systems from Lahore University of Management and Sciences (LUMS) in 2020. He is currently pursuing his Ph.D. degree at the University of Turku, Finland. His research interest includes bio-medical wearable devices, low power chip designs, FPGA accelerators, high-level synthesis tools, energy-efficient IoT, and AI-based hardware architectures.

Research

Research topic (according to plan)​

Design of Reconfigurable and Approximate Functional Units for Wearable Applications​

  1. Interests (research-wise)​
  2. Low Power Wearable Designs​
  3. FPGA based hardware reconfiguration​
  4. Approximate Computing on IoT devices​
  5. Deep Learning on Hardware applications​
  6. Machine Learning based Autonomous Applications

Publications

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Adaptive approximate computing in edge AI and IoT applications: A review (2024)

Journal of Systems Architecture
Damsgaard Hans Jakob, Grenier Antoine, Katare Dewant, Taufique Zain, Shakibhamedan Salar, Troccoli Tiago, Chatzitsompanis Georgios, Kanduri Anil, Ometov Aleksandr, Ding Aaron Yi, Taherinejad Nima, Karakonstantis Georgios, Woods Roger, Nurmi Jari
(A2 Vertaisarvioitu katsausartikkeli tieteellisessä lehdessä)