Concepedia

Wireless signal enhancement based on generative adversarial networks

Zhou Xue, Zhuo Sun, Hengmiao Wu

Ad Hoc Networks · 2020 · 12 citations · 16 references

Concepts

EngineeringElectrical EngineeringDigital CommunicationWireless CommunicationsWireless SecurityBeamformingDigital Signal ProcessingGenerative ModelingImage EnhancementSignal ProcessingWireless NetworksGenerative Adversarial NetworksSignal EnhancementSignal-to-noise EnhancementSignal-to-noise Ratio EnhancementWireless Signal Propagation

References

16

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

Computing, Computer Science, Computer Vision +11

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

Computing, Computer Science, Algorithms +16

Dropout: a simple way to prevent neural networks from overfitting

Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky et al. · 2014 · 34.3K citations

Computing, Computer Science, Artificial Intelligence +12

GAN（Generative Adversarial Nets）

Journal of Japan Society for Fuzzy Theory and Intelligent Informatics · 2017 · 21.8K citations · Full text

Computing, Computer Science, Algorithms +12

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

Sergey Ioffe · arXiv (Cornell University) · 2024 · 15.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +15