Corée du Sud, N° de brevet: KR20210036309 (A) 2021-04-02. 2021, N° de priorité : FR20180054010 20180514 - N° de demande : KR20207032886 20190513. ⟨hal-05654989⟩

Communication dans un congrès

Defensive approximation: securing CNNs using approximate computing

Amira Guesmi, Ihsen Alouani, Khaled Khasawneh, Mouna Baklouti, Tarek Frikha, Mohamed Abid, Nael Abu-Ghazaleh

In the past few years, an increasing number of machine-learning and deep learning structures, such as Convolutional Neural Networks (CNNs), have been applied to solving a wide range of real-life problems. However, these architectures are vulnerable to adversarial attacks: Inputs crafted carefully...

26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, ASPLOS'21, Apr 2021, Virtual, USA, United States. pp.990-1003, ⟨10.1145/3445814.3446747⟩. ⟨hal-03264750⟩

Article dans une revue

Acoustic radiation force on small spheres due to transient acoustic fields

Qing Wang, Antoine Riaud, Jia Zhou, Zhixiong Gong, Michael Baudoin

Acoustic radiation force is a net force experienced by an object under the action of an acoustic wave. Most theoretical models require the acoustic wave to be periodic, if not purely monofrequency, and are therefore irrelevant for the study of acoustic radiation force due to acoustic pulses. Here,...

Physical Review Applied, 2021, 15 (4), pp.044034. ⟨10.1103/physrevapplied.15.044034⟩. ⟨hal-03347649⟩

Article dans une revue

Machine learning based automatic modulation recognition for wireless communications: a comprehensive survey

Bachir Jdid, Kais Hassan, Iyad Dayoub, Wei Hong Lim, Mastaneh Mokayef

The rapid development of information and wireless communication technologies together with the large increase in the number of end-users have made the radio spectrum more crowded than ever. Besides, providing a stable and reliable service is challenging, as electromagnetic environments are evolving...

IEEE Access, 2021, 9, pp.57851-57873. ⟨10.1109/ACCESS.2021.3071801⟩. ⟨hal-03264908⟩

Article dans une revue

Robust edge states of subwavelength chiral phononic plates

Zhihui Wen, Shixuan Zeng, Dongwei Wang, Yabin Jin, Bahram Djafari-Rouhani

Extreme Mechanics Letters, 2021, 44, pp.101209. ⟨10.1016/j.eml.2021.101209⟩. ⟨hal-03542908⟩

Article dans une revue

Influence of ion implantation on the charge storage mechanism of vanadium nitride pseudocapacitive thin films

Etienne Le Calvez, Dmitri Yarekha, Laurent Fugère, Kévin Robert, Marielle Huvé, Maya Marinova, Olivier Crosnier, Christophe Lethien, Thierry Brousse

The influence of microstructural or structural defects is seldom investigated in pseudocapacitive electrodes. Indeed, most of the synthesized materials do present defects at every scales which contribute to the improvement of the charge storage. In this study VN thin films were deposited by...

Electrochemistry Communications, 2021, 125, pp.107016. ⟨10.1016/j.elecom.2021.107016⟩. ⟨hal-03266225⟩

Article dans une revue

Adaptive NOMA in time-varying wireless networks with no CSIT/CDIT relying on a 1-bit feedback

Hajar El Hassani, Anne Savard, E Veronica Belmega

In this letter, the outage performance of a two user downlink non-orthogonal multiple access (NOMA) time varying network without any knowledge on the channel state or distribution at the base station (BS) is investigated. Building on reinforcement learning techniques and, more precisely, on multi-...

IEEE Wireless Communications Letters, 2021, 10 (4), pp.750-754. ⟨10.1109/LWC.2020.3042742⟩. ⟨hal-03038209⟩