37 citations · 68 across the 2 of their papers we have counts for
2 papers
cs.AR2020★ 37 cited
DRMap: A Generic DRAM Data Mapping Policy for Energy-Efficient Processing of Convolutional Neural Networks
Rachmad Vidya Wicaksana Putra, Muhammad Abdullah Hanif, Muhammad Shafique
Many convolutional neural network (CNN) accelerators face performance- and energy-efficiency challenges which are crucial for embedded implementations, due to high DRAM access late…
cs.LG2018★ 31 cited
Security for Machine Learning-based Systems: Attacks and Challenges during Training and Inference
Faiq Khalid, Muhammad Abdullah Hanif, Semeen Rehman +1
The exponential increase in dependencies between the cyber and physical world leads to an enormous amount of data which must be efficiently processed and stored. Therefore, computi…