MPNA: A Massively-Parallel Neural Array Accelerator with Dataflow Optimization for Convolutional Neural Networks. - Muhammad Abdullah Hanif; Rachmad Vidya Wicaksana Putra; Muhammad Tanvir; Rehan Hafiz; Semeen Rehman; Muhammad Shafique 001 (CoRR, 2018)

Systimator: A Design Space Exploration Methodology for Systolic Array based CNNs Acceleration on the FPGA-based Edge Nodes. - Hazoor Ahmad; Muhammad Tanvir; Muhammad Abdullah; Muhammad Usama Javed; Rehan Hafiz; Muhammad Shafique 001 (CoRR, 2019)

Towards performance portability of AI models using SYCL-DNN. - Muhammad Tanvir; Kumudha Narasimhan; Mehdi Goli 001; Ouadie El Farouki; Svetlozar Georgiev; Isaac Ault (IWOCL, 2022)

Towards performance portability of AI graphs using SYCL. - Kumudha Narasimhan; Ouadie El Farouki; Mehdi Goli 001; Muhammad Tanvir; Svetlozar Georgiev; Isaac Ault (P3HPC@SC, 2022)