499 citations · 1k across the 9 of their papers we have counts for
9 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…
A Review of Open Source Software Tools for Time Series Analysis
Yunus Parvej Faniband, Iskandar Ishak, Sadiq M. Sait
Time series data is used in a wide range of real world applications. In a variety of domains , detailed analysis of time series data (via Forecasting and Anomaly Detection) leads t…
On the Achievable Max-Min User Rates in Multi-Carrier Centralized NOMA-VLC Networks
Omar Maraqa, Umair F. Siddiqi, Saad Al-Ahmadi +1
Visible light communications (VLC) is gaining interest as one of the enablers of short-distance, high-data-rate applications, in future beyond 5G networks. Moreover, non-orthogonal…
Energy-Efficient Coverage Enhancement of Indoor THz-MISO Systems: An FD-NOMA Approach
Omar Maraqa, Aditya S. Rajasekaran, Hamza U. Sokun +3
Terahertz (THz) communication is gaining more interest as one of the envisioned enablers of high-data-rate short-distance indoor applications in beyond 5G networks. Moreover, non-o…
A Survey of Rate-optimal Power Domain NOMA with Enabling Technologies of Future Wireless Networks
Omar Maraqa, Aditya S. Rajasekaran, Saad Al-Ahmadi +2
The ambitious high data-rate applications in the envisioned future B5G networks require new solutions, including the advent of more advanced architectures than the ones already use…