Loss Behavior in Supervised Learning With Entangled States
Entanglement in training samples supports quantum supervised learning algorithm in obtaining solutions of low generalization error. Using analytical as well as numerical methods, this work shows that the positive effect of entanglement on model after training has negative consequences for the trainability of the model itself, while showing the ...
Alexander Mandl +4 more
wiley +1 more source
An improved Newman fast division algorithm based on multi-factor correlation for dynamic traffic sub-region control. [PDF]
Tian X, Ding J, Liu H, Deng H.
europepmc +1 more source
Path‐Based Deep Reinforcement Learning for On‐Board Routing in Satellite Constellation Networks
ABSTRACT Efficient usage of available network resources is a crucial factor for broadband services in interconnected satellite constellations. To meet required quality of service standards under heavy network loads, it is essential to optimize traffic distribution among the intersatellite links. To address this challenge, we propose an adaptive traffic
Manuel M. H. Roth +4 more
wiley +1 more source
Asymptotic Enumeration of Normal and Hybridization Networks via Tree Decoration. [PDF]
Fuchs M, Steel M, Zhang Q.
europepmc +1 more source
ABSTRACT Repairs are becoming more difficult to perform due to multiple factors, including obsolescence, complexity of designs, technological change and lack of information and spare parts. This underlines a conflict between repair and technological designs driven by accumulation logics that require increasing growth rates.
Francisco López‐Bermúdez +1 more
wiley +1 more source
A multi layered encryption framework using intuitionistic fuzzy graphs and graph theoretic domination for secure communication networks. [PDF]
Meenakshi A +4 more
europepmc +1 more source
The social and natural water circulation causal feedback relationship is established, and an SD model on water supply–demand and water ecological crisis is constructed. The GDP growth rate and the sewage treatment rate are identified as the key factors affecting the system.
Weiwei Song +4 more
wiley +1 more source
A multi-compartment homogenized perfusion model for deforming hierarchical vasculature. [PDF]
Hohl J +4 more
europepmc +1 more source
Abstract Background Updated targets for measuring transfer of passive immunity (TPI) at the herd level have been suggested, but the current performance of dairy herds in Great Britain is unknown. Methods A cross‐sectional study was performed. Serum total protein (STP) data collected between October 2022 and October 2023 by 21 veterinary practices were ...
George Lindley +3 more
wiley +1 more source
Smart comprehend gesture based emotions recognition system for people with hearing disability utilizing spatio temporal graph convolutional network techniques. [PDF]
Alshahrani R, Alharbi AAK.
europepmc +1 more source

