Memristor-Based Hyperchaotic Maps and Application in Auxiliary Classifier Generative Adversarial Nets
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2021.3119387
Abstract: With the nonlinearity and plasticity, memristors are widely used as nonlinear devices for chaotic oscillations or as biological synapses for neuromorphic computations. But discrete memristors (DMs) and their coupling maps have not received much attention,… read more here.
Keywords: auxiliary classifier; generative adversarial; adversarial nets; memristor based ... See more keywords
Application of Auxiliary Classifier Wasserstein Generative Adversarial Networks in Wireless Signal Classification of Illegal Unmanned Aerial Vehicles
Sign Up to like & getrecommendations! Published in 2018 at "Applied Sciences"
DOI: 10.3390/app8122664
Abstract: Recently, many studies have reported on image synthesis based on Generative Adversarial Networks (GAN). However, the use of GAN does not provide much attention on the signal classification problem. In the context of using wireless… read more here.
Keywords: generative adversarial; classification; adversarial networks; auxiliary classifier ... See more keywords