Shafique, Muhammad

Towards Energy-Efficient and Secure Edge AI: A Cross-Layer Framework ICCAD Special Session Paper

Shafique, M., Marchisio, A., Wicaksana Putra, R. V., & Hanif, M. A. (2021) · 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD)

IoT and Edge/Fog ComputingAdvanced Neural Network Applications

Cited by 58

SwiftTron: An Efficient Hardware Accelerator for Quantized Transformers

Marchisio, A., Dura, D., Capra, M., Martina, M., Masera, G., & Shafique, M. (2023) · 2023 International Joint Conference on Neural Networks (IJCNN)

Advanced Neural Network ApplicationsLow-power high-performance VLSI design

Cited by 39

FPGA-Based Convolutional Neural Network Architecture with Reduced Parameter Requirements

Hailesellasie, M., Hasan, S. R., Khalid, F., Wad, F. A., & Shafique, M. (2018) · 2018 IEEE International Symposium on Circuits and Systems (ISCAS)

Advanced Neural Network ApplicationsEmbedded Systems Design Techniques

Cited by 38

Automated HW/SW co-design for edge AI: state, challenges and steps ahead

Bringmann, O., Ecker, W., Feldner, I., Frischknecht, A., Gerum, C., Hämäläinen, T., Hanif, M. A., Klaiber, M. J., Mueller-Gritschneder, D., Bernardo, P. P., et al. (2021) · Proceedings of the 2021 International Conference on Hardware/Software Codesign and System Synthesis

Embedded Systems Design TechniquesIoT and Edge/Fog Computing

Cited by 20