3 papers
cs.LG2025
Resonant-Tunnelling Diode Reservoir Computing System for Image Recognition
A. H. Abbas, Hend Abdel-Ghani, Ivan S. Maksymov
As artificial intelligence continues to push into real-time, edge-based and resource-constrained environments, there is an urgent need for novel, hardware-efficient computational m…
nlin.CD2025
Reservoir Computing with a Single Oscillating Gas Bubble: Emphasizing the Chaotic Regime
Hend Abdel-Ghani, A. H. Abbas, Ivan S. Maksymov
The rising computational and energy demands of artificial intelligence systems urge the exploration of alternative software and hardware solutions that exploit physical effects for…
cs.ET2024
Classical and Quantum Physical Reservoir Computing for Onboard Artificial Intelligence Systems: A Perspective
A. H. Abbas, Hend Abdel-Ghani, Ivan S. Maksymov
Artificial intelligence (AI) systems of autonomous systems such as drones, robots and self-driving cars may consume up to 50% of total power available onboard, thereby limiting the…