… challenges of recent research papers, this work aims to review state-of-the-artauto-encoder … Finally, this paper summarizes the future trends and challenges in designing and training …
… area, all the challenges faced in IoT are present here. Regarding the last trend, we present … They use a convolutional autoencoder to explore the advantages of convolutional networks …
S Paguada, L Batina, I Armendariz - Computer Networks, 2021 - Elsevier
… like IoT becomes more complex as side-channel analysis evaluation easily falls into false-… reduction using autoencoders for profiled side-channel leakage evaluations. Two autoencoder …
… , and it is expected that this trend will continue in the future [1… channel consider in this thesis is the MIMO channel. Consider the channel being memoryless and discrete, a MIMO channel …
… Inspired by the information bottleneck method [20] and by the notion of channel capacity, a novel loss function for autoencoders in communications is proposed in this paper. The …
… one of them is the Autoencoder and its Denoising and Variational … This study surveys the use of Autoencoders for the … by Autoencoders when compared to other state-of-the-art methods, …
E Galván, P Mooney - IEEE Transactions on Artificial …, 2021 - ieeexplore.ieee.org
… image and the third is the number of channels. Activation functions, such as batch… tasks. Luo et al. [111] propose a novel semi-supervised autoencoder called a discriminant autoencoder …
M Mohammed, M Çevik… - … on Multidisciplinary Studies …, 2022 - ieeexplore.ieee.org
… In [11], this work suggested a denoising autoencoderbased OFDM-64QAM channel estimation approach and The Japanese digital television system is the intended environment for this …
B Lin, X Wang, W Yuan, N Wu - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
… OFDM autoencoder system can be generalized to work under various channel environments, … In addition, since OFDM systems require accurate channel estimations to function properly, …