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- Institut National des Sciences Appliquées de RennesFR25 papers
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- Laboratoire d'Analyse et d'Architecture des SystèmesFR3 papers
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10 papers · 1 filter
Deep learning for location based beamforming with NLOS channels
Luc Le Magoarou, Taha Yassine, Stéphane Paquelet +1
Massive MIMO systems are highly efficient but critically rely on accurate channel state information (CSI) at the base station in order to determine appropriate precoders. CSI acqui…
Physical Side-Channel Attacks on Embedded Neural Networks: A Survey
Maria Méndez Real, Rubén Salvador
During the last decade, Deep Neural Networks (DNN) have progressively been integrated on all types of platforms, from data centers to embedded systems including low-power processor…
Diffuse field cross-correlations: scattering theory and electromagnetic experiments
Matthieu Davy, Philippe Besnier, Philipp del Hougne +7
The passive estimation of impulse responses from ambient noise correlations arouses increasing interest in seismology, acoustics, optics and electromagnetism. Assuming the equipart…
Estimation de ligne de base de capteurs d'humectation : int{é}gration et minimum locaux {à} diff{é}rentes {é}chelles
Jean-Yves Baudais, Melen Leclerc, Christophe Langrume
Dielectric wetness sensors are used in agriculture to detect the presence of water on foliage and to predict the risk of disease development. The measured electrical signal has a b…
Lightweight Hardware Transform Design for the Versatile Video Coding 4K ASIC Decoders
Ibrahim Farhat, Wassim Hamidouche, Adrien Grill +2
Versatile Video Coding (VVC) is the next generation video coding standard finalized in July 2020. VVC introduces new coding tools enhancing the coding efficiency compared to its pr…
A Benchmark of Dynamical Variational Autoencoders applied to Speech Spectrogram Modeling
Xiaoyu Bie, Laurent Girin, Simon Leglaive +2
The Variational Autoencoder (VAE) is a powerful deep generative model that is now extensively used to represent high-dimensional complex data via a low-dimensional latent space lea…