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03/16/2023
Terahertz Multiple Access: A Deep Reinforcement Learning Controlled Multihop IRS Topology
We investigate THz communication uplink multiple access using cascaded i...
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02/07/2023
Utility-based Perturbed Gradient Descent: An Optimizer for Continual Learning
Modern representation learning methods may fail to adapt quickly under n...
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10/20/2022
HesScale: Scalable Computation of Hessian Diagonals
Second-order optimization uses curvature information about the objective...
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10/18/2021
Hybrid-Layers Neural Network Architectures for Modeling the Self-Interference in Full-Duplex Systems
Full-duplex (FD) systems have been introduced to provide high data rates...
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03/08/2021
Autonomous object harvesting using synchronized optoelectronic microrobots
Optoelectronic tweezer-driven microrobots (OETdMs) are a versatile micro...
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09/23/2020