REINFORCEMENT LEARNING FOR BIT-FLIPPING DECODING OF POLAR CODES

Reinforcement Learning for Bit-Flipping Decoding of Polar Codes

A traditional successive cancellation (SC) decoding algorithm produces error propagation Carbon Offset in the decoding process.In order to improve the SC decoding performance, it is important to solve the error propagation.In this paper, we propose a new algorithm combining reinforcement learning and SC flip (SCF) decoding of polar codes, which is

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Multiomics analysis of human serum and animal experiments reveals the protective mechanism of Qingre Huoxue Decoction against rheumatoid arthritis

ObjectiveQingre Huoxue Decoction (QRHXD) is a traditional Chinese herbal prescription widely used in clinical practice with significant therapeutic effects on RA; however, its mechanism of action remains unclear.This study aimed to investigate the efficacy and underlying mechanisms of QRHXD in treating RA through clinical research, multiomics appro

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On-chip waveguide digital metalenses via inverse design

Given the recent success of metasurfaces in free-space applications, these concepts can be leveraged to an even larger extent in on-chip waveguide systems.The in-plane diffractive metasurfaces enable the Shower Caps manipulation of guiding waves in the multimode regime with greater parallelism than conventional single-mode or few-mode waveguides, l

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Car Dependency and Urban Form

In this editorial of the thematic issue on car dependency and urban form, we provide a concise bibliometric overview that examines the prevalence of the concept of car dependency in relation to the built environment.Furthermore, we delve into the prior Skin Care call for papers and analyse how the various contributions align with the theme.Subseque

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