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Article
Open AccessEffect of NLRP3 gene knockdown on pyroptosis and ferroptosis in diabetic cardiomyopathy injury
Diabetic cardiomyopathy (DCM) is a chronic disease caused by diabetes mellitus, which is recognized as a worldwide challenging disease. This study aimed to investigate the role and the potential mechanism of k...
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Article
The influence of magnetic field parameters and time step on deep learning models of solar flare prediction
The research on solar flare predicting holds significant practical and scientific value for safeguarding human activities. Current solar flare prediction models have not fully considered important factors such...
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Article
A novel short-term radio flux trend prediction model based on deep learning
Solar radio flux is an important indicator of solar activity and solar UV burst. Accurate prediction of solar radio flux plays a crucial role in preventing and mitigating the impact of solar activity on human ...
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Article
DSCAE: a denoising sparse convolutional autoencoder defense against adversarial examples
Deep neural networks are a state-of-the-art method used to computer vision. Imperceptible perturbations added to benign images can induce the deep learning network to make incorrect predictions, though the per...
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Chapter and Conference Paper
Detect Adversarial Examples by Using Feature Autoencoder
The existence of adversarial samples seriously threatens the security of various deep learning models. Therefore, the detection of adversarial examples is a very important work. Motivated by the comparison wit...
