499 citations · 548 across the 8 of their papers we have counts for
8 papers
Optimization of FPGA-based CNN Accelerators Using Metaheuristics
Sadiq M. Sait, Aiman El-Maleh, Mohammad Altakrouri +1
In recent years, convolutional neural networks (CNNs) have demonstrated their ability to solve problems in many fields and with accuracy that was not possible before. However, this…
FxP-QNet: A Post-Training Quantizer for the Design of Mixed Low-Precision DNNs with Dynamic Fixed-Point Representation
Ahmad Shawahna, Sadiq M. Sait, Aiman El-Maleh +1
Deep neural networks (DNNs) have demonstrated their effectiveness in a wide range of computer vision tasks, with the state-of-the-art results obtained through complex and deep stru…
Seismic Imaging: An Overview and Parallel Implementation of Poststack Depth Migration
Ahmad Shawahna, Syed Abdul Salam, Mayez Al-Mouhamed
Seismic migration is the core step of seismic data processing which is important for oil exploration. Poststack depth migration in frequency-space (f-x) domain is one of commonly u…
Efficient Energy Harvesting in Wireless Sensor Networks of Smart Grid
Uthman Baroudi, Ahmad Shawahna, Md. Enamul Haque
Smart grids are becoming ubiquitous in recent time. With the progress of automation in this arena, it needs to be diagnosed for better performance and less failures. There are seve…
Anomaly Detection for Industrial Control Networks using Machine Learning with the help from the Inter-Arrival Curves
Basem AL-Madani, Ahmad Shawahna, Mohammad Qureshi
Industrial Control Networks (ICN) such as Supervisory Control and Data Acquisition (SCADA) systems are widely used in industries for monitoring and controlling physical processes.…
JPEG Image Compression using the Discrete Cosine Transform: An Overview, Applications, and Hardware Implementation
Ahmad Shawahna, Md. Enamul Haque, Alaaeldin Amin
Digital images are becoming large in size containing more information day by day to represent the as is state of the original one due to the availability of high resolution digital…
Performance Evaluation of VDI Environment
Hafiz ur Rahman, Farag Azzedin, Ahmad Shawahna +2
Virtualization technology is widely used for sharing the abilities of computer systems by splitting the resources among various virtual PCs. In traditional computer systems, the ut…
FPGA-based Accelerators of Deep Learning Networks for Learning and Classification: A Review
Ahmad Shawahna, Sadiq M. Sait, Aiman El-Maleh
Due to recent advances in digital technologies, and availability of credible data, an area of artificial intelligence, deep learning, has emerged, and has demonstrated its ability…