Few-Shot Recognition and Classification Framework for Jamming Signal: A CGAN-Based Fusion CNN Approach

no code implementations • 9 Nov 2023 • Xuhui Ding, Yue Zhang, Gaoyang Li, Xiaozheng Gao, Neng Ye, Dusit Niyato, Kai Yang

Subject to intricate environmental variables, the precise classification of jamming signals holds paramount significance in the effective implementation of anti-jamming strategies within communication systems.

Generative Adversarial Network

Prediction of 3D Cardiovascular hemodynamics before and after coronary artery bypass surgery via deep learning

no code implementations • journal 2021 • Gaoyang Li, Haoran Wang, Mingzi Zhang, Simon Tupin, Aike Qiao, Youjun Liu, Makoto Ohta, Hitomi Anzai

The clinical treatment planning of coronary heart disease requires hemodynamic parameters to provide proper guidance.

Computational Efficiency Deep Learning

Maximal Margin Distribution Support Vector Regression with coupled Constraints-based Convex Optimization

no code implementations • 5 May 2019 • Gaoyang Li, Jinyu Yang, Chunguo Wu, Qin Ma

Recent researchers reveal that maximizing the margin distribution of whole training dataset rather than the minimal margin of a few support vectors, is prone to achieve better generalization performance.

regression