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- research-articleAugust 2024
Cross-domain prototype similarity correction for few-shot radar modulation signal recognition
AbstractThe new classes of radar signals are increasingly difficult to acquire under non-cooperative environments, which makes it difficult to support convolutional neural network training with limited labeled samples. The few-shot learning (FSL) methods ...
Highlights- A CDPSC method is proposed for few-shot radar modulation signal recognition.
- A domain prototype similarity mapping strategy improves the accuracy of prototypes.
- The method improves feature extraction ability by extracting time-...
- research-articleJuly 2024
Deciphering the molecular pathways underlying dopaminergic neuronal damage in Parkinson's disease associated with SARS-CoV-2 infection
Computers in Biology and Medicine (CBIM), Volume 171, Issue Chttps://doi.org/10.1016/j.compbiomed.2024.108200Abstract BackgroundThe COVID-19 pandemic caused by SARS-CoV-2 has led to significant global morbidity and mortality, with potential neurological consequences, such as Parkinson's disease (PD). However, the underlying mechanisms remain elusive.
Methods...
Highlights- In-depth transcriptome analysis of COVID-19 and PD in DA neurons.
- CD38 is a potential key biomarker for PD elucidated.
- Validation of findings through single-cell and animal model data.
- Tailored diagnosis and progression models.
- articleFebruary 2012
Feature extraction and classification algorithm for detecting complex covert timing channel
Computers and Security (CSEC), Volume 31, Issue 1Pages 70–82https://doi.org/10.1016/j.cose.2011.11.001Owing to the high variance of legitimate traffic, the detection of Covert Timing Channel (CTC) has become a challenging work. The combination of detection methods based on entropy and corrected conditional entropy has been proved an effective way for ...