Publications

• Chapitre d'ouvrage

10. Incremental learning of convolutional neural networks in bioinformatics

Wafa Mousser, Salima Ouadfel, Abdelmalik Taleb-Ahmed

In recent years, convolutional neural networks (CNNs) have been widely used in various computer visual recognition tasks and then extensively applied for medical images, particularly for computer-aided diagnosis. Despite this success, CNNs suffer from a catastrophic forgetting issue, making it…

Artificial Neural Networks for Renewable Energy Systems and Real-World Applications, Elsevier, pp.223-238, 2022, ⟨10.1016/B978-0-12-820793-2.00001-X⟩. ⟨hal-03882910⟩

• Article dans une revue

Precoded Large Scale Multi‐User‐MIMO System Using Likelihood Ascent Search for Signal Detection

Kalapraveen Bagadi, Chinthaginjala V. Ravikumar, Mohammad Alibakhshikenari, Nagaraj Challa, A. Rajesh, Sonia Aïssa, Iyad Dayoub, Francisco Falcone, Ernesto Limiti

Multiple antennas at each User Equipment (UE) and/or thousands of antennas at the Base Station comprise the extremely spectrum efficient large scale Multi-User Multiple Input Multiple Output (MU-MIMO) system (BS). Due to space constraints, the closely spaced numerous antennas at each UE may cause…

Radio Science, 2022, 57 (12), pp.e2022RS007573. ⟨10.1029/2022RS007573⟩. ⟨hal-03890650⟩

• Communication dans un congrès

Molecular beam epitaxial growth of 2D-boron nitride on Ni substrates

Jawad Hadid, Ivy Colambo, Jose Avila, Aexandre Plaud, Christophe Boyaval, D. Deresmes, Nicolas Nuns, Pavel Dudin, Annick Loiseau, Julien Barjon, Xavier Wallart, Dominique Vignaud

2D boron nitride (2D-BN) was synthesized by gas-source molecular beam epitaxy on Ni substrates using gaseous borazine and active nitrogen generated by a remote plasma source. Based on spatially resolved photoemission spectroscopy and on the detection of the π plasmon peak, we discuss the origin of…

22nd International Conference on Molecualr Beam Epitaxy, University of Sheffield (UK), Sep 2022, Sheffield, United Kingdom. ⟨hal-04438264⟩

• Communication dans un congrès

Acqueous alteration probed by mutli-assembly and 3D heterogeneity in small Ryugu fragments

Z. Dionnet, A. Aléon-Toppani, R. Brunetto, S. Rubino, T. Nakamura, D. Baklouti, Z. Djouadi, C. Lantz, O. Mivumbi, F. Borondics, E. Heripre, David Troadec, A. Tsuchiyama, J. Matsuno, M. Matsumoto, T. Morita, M. Kikuiri, K. Amano, E. Kagawa, H. Yurimoto, T. Noguchi, R. Okazaki, H. Yabuta, H. Naraoka, K. Sa-Kamoto, S. Tachibana, S. Watanabe, Y. Tsuda

85th Annual Meeting of The Meteoritical Society 2022, Aug 2022, Glasgow, United Kingdom. ⟨hal-03774021⟩

• Article dans une revue

Structure of deposits formed by drying of droplets contaminated with Bacillus spores determines their resistance to rinsing and cleaning

Maureen Deleplace, Heni Dallagi, Thomas Dubois, Elodie Richard, Anna Ipatova, Thierry Bénézech, Christine Faille

The formation of deposits by evaporation of droplets contaminated by Bacillus spores was investigated, focusing on the role of spore and material properties. Droplets containing hydrophilic to hydrophobic spores were deposited on materials (stainless steels, polypropylene, glass). The presence of…

Journal of Food Engineering, 2022, 318, pp.110873. ⟨10.1016/j.jfoodeng.2021.110873⟩. ⟨hal-03754070⟩

• Article dans une revue

Physical layer enhancement for next-generation railway communication systems

Qianrui Li, Jean-Christophe Sibel, Marion Berbineau, Iyad Dayoub, François Gallée, Herve Bonneville

This paper presents an overview of the challenges and state-of-the-art physical layer enhancement designs for next-generation railway communication, also known as high-speed train (HST) communication. The physical layer design for the HST should adapt from its counterpart in the general-purpose…

IEEE Access, 2022, 10, pp.83152 - 83175. ⟨10.1109/ACCESS.2022.3192971⟩. ⟨hal-03745413⟩

• Article dans une revue

Codebook Designs for Millimeter-Wave Communication Systems in Both Lowand High-Mobility: Achievements and Challenges

Semah Mabrouki, Iyad Dayoub, Qianrui Li, Marion Berbineau

More connectivity, higher data rates, more reliability, massive network capacity, higher performance and fewer delays are required in the fifth generation (5G) of cellular networks. The last ten years have contained explosive growth in mobile data traffic due to the rapid proliferation of Internet-…

IEEE Access, 2022, 10, pp.25786 - 25810. ⟨10.1109/ACCESS.2022.3154016⟩. ⟨hal-03595846⟩

• Article dans une revue

CNTFET-Based Ternary Multiply-and-Accumulate Unit

Amr Mohammaden, Mohammed Fouda, Ihsen Alouani, Lobna Said, Ahmed Radwan

Multiply-Accumulate (MAC) is one of the most commonly used operations in modern computing systems due to its use in matrix multiplication, signal processing, and in new applications such as machine learning and deep neural networks. Ternary number system offers higher information processing within…

Electronics, 2022, 11 (9), pp.1455. ⟨10.3390/electronics11091455⟩. ⟨hal-03667814⟩

• Article dans une revue

Stiffening of nanoporous gold: experiment, simulation and theory

Claudio Melis, Giorgio Pia, Elisa Sogne, Andrea Falqui, Stefano Giordano, Francesco Delogu, Luciano Colombo

By combining electron microscopy measurements, atomistic simulations and elastic homogenization theory, we theoretically investigate the Young’s modulus of nanoporous Au structures. Based on atomistic replicas generated starting from experimental tomographic evidence, atomistic simulations reveal…

The European Physical Journal Plus, 2022, 137 (7), pp.858. ⟨10.1140/epjp/s13360-022-03041-7⟩. ⟨hal-03741445⟩

• Chapitre d'ouvrage

Chapter 3. Optimizing the Current Type 2 Diabetes Antidiabetics with Nanotechnologies: Where Do We Stand?

Amar Abderrahmani, Sabine Szunerits, Stéphane Dalle, Rabah Boukherroub

Type 2 diabetes (T2D) is the most prominent form of diabetes worldwide. In the history of T2D, insulin resistance of liver, muscle and adipose tissue first develops with no apparent clinical signs. Hyperglycemia ensues when β-cells fail to release a sufficient insulin level into the bloodstream to…

Nanotechnology for Diabetes Management, Royal Society of Chemistry, pp.92-112, 2022, Nanoscience & Nanotechnology Series, ⟨10.1039/9781839165498-00092⟩. ⟨hal-03789838⟩