23 citations · 32 across the 7 of their papers we have counts for
5 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…
The Information Processing Factory: Organization, Terminology, and Definitions
Eberle A. Rambo, Bryan Donyanavard, Minjun Seo +9
The Information Processing Factory (IPF) project has recently introduced the abstraction of complex architectures as self-aware information processing factories. These factories co…
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…
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…