Publicaciones

• Article dans une revue

Optimizing convolutional neural networks architecture using a modified particle swarm optimization for image classification

D. Elhani, A.C. Megherbi, A. Zitouni, F. Dornaika, S. Sbaa, Abdelmalik Taleb-Ahmed

Although Convolutional Neural Networks (CNNs) have been shown to be highly effective in image classificationtasks, designing their architecture to achieve optimal results is often challenging. This process is time consuming, requires significant effort and expertise, and is complicated by the large...

Expert Systems with Applications, 2023, 229, part A, 120411. ⟨10.1016/j.eswa.2023.120411⟩. ⟨hal-04115021⟩

• Pré-publication, Document de travail

Fortran... ok, and what’s next?

Vincent Magnin, José Alves, Antoine Arnoud, Arjen Markus, Michele Esposito Marzino

Modern Fortran is a standardized language that includes object-oriented and parallel programming paradigms. The Fortran-lang community, created at the end of 2019, is actively working to modernize its ecosystem. New compilers are under development. And the fourth Fortran standard of the 21st...

2024. ⟨hal-04448657v2⟩

• Article dans une revue

Ultra-hydrophobic biomimetic transparent bilayer thin film deposited by atmospheric pressure plasma

Manon Saget, Nicolas Nuns, Philippe Supiot, Corinne Foissac, Séverine Bellayer, Kevin Dourgaparsad, Pierre-Alexandre Royoux, Guillaume Delaplace, Vincent Thomy, Yannick Coffinier, Maude Jimenez

An open-air atmospheric pressure plasma was used to deposit ultrahydrophobic bilayer coatings. The plasma setup was tuned, allowing the successive injection in the post-discharge of two monomers. To the best of our knowledge, no study describes the successive deposition by atmospheric plasma of two...

Surfaces and Interfaces, 2023, 42, part A, pp.103398. ⟨10.1016/j.surfin.2023.103398⟩. ⟨hal-04215368⟩

• Article dans une revue

Fortran... et puis quoi encore ?, Fortran... ok, and what's next?

Vincent Magnin, José Alves, Antoine Arnoud, Arjen Markus, Michele Esposito Marzino

Le Fortran moderne est un langage normalisé incluant les paradigmes de la programmation orientée objet et de la programmation parallèle. La communauté Fortran-lang, créée fin 2019, travaille activement à la modernisation de son environnement de développement. De nouveaux compilateurs sont en..., Modern Fortran is a standardized language that includes object-oriented and parallel programming paradigms. The Fortran-lang community, created at the end of 2019, is actively working to modernize its ecosystem. New compilers are under development. And the fourth Fortran standard of the 21st...

1024 : Bulletin de la Société Informatique de France, 2023, 22, pp.143-161. ⟨10.48556/SIF.1024.22.143⟩. ⟨hal-04279503⟩

• Article dans une revue

Role of AlGaN back-barrier in enhancing the robustness of ultra-thin AlN/GaN HEMT for mmWave applications

N. Said, Kathia Harrouche, F Medjdoub, N. Labat, Jean-Guy Tartarin, N. Malbert

In this work, the robustness of three different AlN/GaN structures targeting high frequency applications with ultra-thin 3 nm AlN barrier and devices with different gate-to-drain spacing are evaluated. Devices were step-stress tested in off-state, semi-on-state, and on-state conditions. Different...

Microelectronics Reliability, 2023, 150, pp.115110. ⟨10.1016/j.microrel.2023.115110⟩. ⟨hal-04278649⟩

• Brevet

Optical detection method

Alexis Vlandas, Julien Wengler, Sebastien Lamant, Vincent Senez

United States, Patent n° : US11802836 (B2) 2023-10-31. 2023, N° de priorité : FR20170054930 20170602 - N° de demande : US201816618639 20180601. ⟨hal-04540647⟩

• Communication dans un congrès

Evaluation of Power-of-two Quantization for Multiplier-less Near-Memory and In-Memory Computing Schemes for Biomedical Applications

Antoine Gautier, Benoit Larras, Olev Märtens, Deepu John, Antoine Frappé

Embedded Artificial Intelligence and Artificial Neural Networks and their implementation at the edge, as close as possible to the sensors, is an opportunity to develop biomedical applications such as long-term monitoring or point-of-care devices, but the implementation of such networks is...

2023 IEEE Nordic Circuits and Systems Conference (NorCAS), Oct 2023, Aalborg, Denmark. pp.1-5, ⟨10.1109/NorCAS58970.2023.10305487⟩. ⟨hal-04279924⟩

• Communication dans un congrès

CW Laser Emission up to 5 THz Using Optically Pumped Water Molecules

L. Juppet, A. Khabbaz, Gaël Mouret, Jean-Francois Lampin, Olivier Pirali

In this work we discuss the use of a new molecule (deuterated water, D 2 O) to produce THz radiation using a midinfrared quantum cascade laser (MIR-QCL) pumped molecular laser. The molecular gain factor was used to determine the most favorable laser lines and several laser lines were measured up to...

48th International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz), Sep 2023, Montreal, Canada. pp.1-2, ⟨10.1109/IRMMW-THz57677.2023.10299234⟩. ⟨hal-04277739⟩

• Communication dans un congrès

Evaluation of Power-of-two Quantization for Multiplier-less Near-Memory and In-Memory Computing Schemes for Biomedical Applications

Antoine Gautier, Benoit Larras, Olev Märtens, Deepu John, Antoine Frappé

2023 IEEE Nordic Circuits and Systems Conference (NorCAS), Oct 2023, Aalborg, Denmark. pp.1-5, ⟨10.1109/NorCAS58970.2023.10305487⟩. ⟨hal-04310284⟩

• Communication dans un congrès

High precision molecular laser frequency measurements using a THz frequency comb

A. Khabbaz, L. Juppet, O. Pirali, Jean-Francois Lampin, Francis Hindle, Gaël Mouret

Molecular lasers are powerful sources of continuous-wave THz radiation that can be used as local oscillators for heterodyne receivers. In this work we show that it is possible to measure precisely their emission frequency using a simple setup based on a THz frequency comb referenced to a microwave...

48th International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz), Sep 2023, Montreal, Canada. pp.1-2, ⟨10.1109/IRMMW-THz57677.2023.10298903⟩. ⟨hal-04277829⟩