446 citations · 958 across the 37 of their papers we have counts for
6 papers · 1 filter
Error-triggered Three-Factor Learning Dynamics for Crossbar Arrays
Melika Payvand, Mohammed Fouda, Fadi Kurdahi +2
Recent breakthroughs suggest that local, approximate gradient descent learning is compatible with Spiking Neural Networks (SNNs). Although SNNs can be scalably implemented using ne…
Spiking Neural Networks for Inference and Learning: A Memristor-based Design Perspective
M. E. Fouda, F. Kurdahi, A. Eltawil +1
On metrics of density and power efficiency, neuromorphic technologies have the potential to surpass mainstream computing technologies in tasks where real-time functionality, adapta…
Power Consumption and Energy-Efficiency for In-Band Full-Duplex Wireless Systems
Murad Murad, Ahmed M. Eltawil
This paper presents an analytical model of power consumption for In-Band Full-Duplex (IBFD) Wireless Local-Area Networks (WLANs). Energy-efficiency is compared for both Half-Duplex…
Non-Stationary Polar Codes for Resistive Memories
Marwen Zorgui, Mohammed E. Fouda, Zhiying Wang +2
Resistive memories are considered a promising memory technology enabling high storage densities with in-memory computing capabilities. However, the readout reliability of resistive…
Performance Analysis and Enhancements for In-Band Full-Duplex Wireless Local Area Networks
Murad Murad, Ahmed M. Eltawil
In-Band Full-Duplex (IBFD) is a technique that enables a wireless node to simultaneously transmit a signal and receive another on the same assigned frequency. Thus, IBFD wireless s…
On Resistive Memories: One Step Row Readout Technique and Sensing Circuitry
Mohammed E Fouda, Ahmed M. Eltawil, Fadi Kurdahi
Transistor-based memories are rapidly approaching their maximum density per unit area. Resistive crossbar arrays enable denser memory due to the small size of switching devices. Ho…