The original version of this Article contained an error in the author list where the corresponding author Stéphanie Baulac was repeated twice. This has now been corrected in the HTML, the PDF was correct at the time of publication.
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http://dx.doi.org/10.1038/s41436-018-0284-1 | DOI Listing |
Sci Rep
January 2025
School of Mechanical, Electrical, and Information Engineering, Putian University, Putian, 351100, China.
Noise label learning has attracted considerable attention owing to its ability to leverage large amounts of inexpensive and imprecise data. Sharpness aware minimization (SAM) has shown effective improvements in the generalization performance in the presence of noisy labels by introducing adversarial weight perturbations in the model parameter space. However, our experimental observations have shown that the SAM generalization bottleneck primarily stems from the difficulty of finding the correct adversarial perturbation amidst the noisy data.
View Article and Find Full Text PDFJ Biomol Struct Dyn
January 2025
School of Medicine, Sari Branch, Islamic Azad University, Sari, Iran.
Parkinson's disease (PD) is a progressive neurodegenerative disorder that is characterized by the formation of Lewy bodies, which are primarily composed of misfolded α-Synuclein (α-Syn). DJ-1 is a crucial protein involved in the correct folding of α-Syn, and mutations impairing its function are associated with the onset of PD. One such mutation, the L166P substitution in DJ-1, which has been linked to early-onset PD and results in the loss of DJ-1's homodimer structure.
View Article and Find Full Text PDFSensors (Basel)
December 2024
Instituto de Telecomunicações, University of Aveiro, 3810-193 Aveiro, Portugal.
As the demand for high-speed, low-latency communication continues to grow, free-space optical (FSO) communication has gained prominence as a promising solution for supporting the next generation of wireless networks, especially in the context of the 5G and beyond era. It offers high-speed, low-latency data transmission over long distances without the need for a physical infrastructure. However, the deployment of FSO systems faces significant challenges, such as atmospheric turbulence, weather-induced signal degradation, and alignment issues, all of which can impair performance.
View Article and Find Full Text PDFInt J Environ Res Public Health
December 2024
College of Landscape Architecture, Tsinghua University, Beijing 100084, China.
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