Publications

• Article dans une revue

Unsupervised and efficient learning in sparsely activated convolutional spiking neural networks enabled by voltage-dependent synaptic plasticity

Gaspard Goupy, Alexandre Juneau-Fecteau, Nikhil Garg, Ismael Balafrej, F. Alibart, Luc Frechette, Dominique Drouin, Yann Beilliard

Spiking neural networks (SNNs) are gaining attention due to their energy-efficient computing ability, making them relevant for implementation on low-power neuromorphic hardware. Their biological plausibility has permitted them to benefit from unsupervised learning with bio-inspired plasticity rules…

Neuromorphic Computing and Engineering, 2023, 3 (1), pp.014001. ⟨10.1088/2634-4386/acad98⟩. ⟨hal-03968284⟩

• Article dans une revue

Signal Denoising and Detection for Uplink in LoRa Networks based on Bayesian-optimized Deep Neural Networks

Angesom Ataklity Tesfay, Sofiane Kharbech, Eric Pierre Simon, Laurent Clavier

Long-range and low-power communications are suitable technologies for the Internet of things networks. The long-range implies a very low signal-to-noise ratio at the receiver. In addition, low power consumption requires reduced signaling, hence the use of less complex protocols, such as ALOHA, so…

IEEE Communications Letters, 2023, 27 (1), pp.214 - 218. ⟨10.1109/LCOMM.2022.3217337⟩. ⟨hal-04168105⟩

• Article dans une revue

Editorial: Focus on organic materials, bio-interfacing and processing in neuromorphic computing and artificial sensory applications

Yoeri van de Burgt, Francesca Santoro, Benjamin Tee, Fabien Alibart

Neuromorphic Computing and Engineering, 2023, 3 (4), pp.040202. ⟨10.1088/2634-4386/ad06ca⟩. ⟨hal-04348640⟩

• Article dans une revue

Highly-sensitive SERS detection of tetracycline: Sub-enhancement brought by light scattering of nano-diamond

Jingxuan Pei, Zhenfei Tian, Xiang Yu, Shuting Zhang, Shiqing Ma, Yibo Sun, Rabah Boukherroub

Antibiotic residues in wastewater cause a serious threat to aquatic environment and human safety. Therefore, the development of robust strategies for detecting antibiotic residues becomes critical. In this work, a surface-enhanced Raman scattering (SERS) substrate, consisting of gold nanoparticles/…

Applied Surface Science, 2023, 608, pp.155270. ⟨10.1016/j.apsusc.2022.155270⟩. ⟨hal-03846233⟩

• Article dans une revue

Assignment Approach for Electric Vehicle Charging Using Traffic Data Collected by SUMO

Riham Farhani, Yassin El Hillali, Atika Rivenq, Yahia Boughaleb, Abdelowahed Hajjaji

Consumption habits are changing due to the development of new technologies around renewable energy, environmental awareness, and new incentive policies. Smart grids are seen as an effective way to accommodate more renewable energy, achieve better control of demand, and improve the operating…

World Electric Vehicle Journal, 2023, 14 (2), pp.40. ⟨10.3390/wevj14020040⟩. ⟨hal-04034398⟩

• Article dans une revue

Martens hardness of Constantan thin films on (100) Si wafer: Improvement in contact area function in nanoindentation

Ayyoub Dziri, Alex Montagne, Francine Roudet, Katir Ziouche, Didier Chicot

This work presents a mechanical study by nanoindentation of Constantan thin films deposited by cathodic sputtering technique with an intermediate thin adhesion layer of titanium on a (100) silicon wafer substrate. A methodology based on a modified contact area function is proposed for a suitable…

Thin Solid Films, 2023, pp.139712. ⟨10.1016/j.tsf.2023.139712⟩. ⟨hal-03951065⟩

• Communication dans un congrès

Securing Cyber-Physical Industrial Systems Against False Data Injection Attacks: A Hybrid Detection Approach

Khalil Guibene, Nadhir Messai, Marwane Ayaida

Cyber-physical industrial systems are internet-enabled physical entities embedded with computers and control components consisting of sensors and actuators. However, interconnecting the cyber and physical spaces led to new security challenges. This paper aims to come up with a novel approach to…

International Conference on Blockchain Computing and Applications (BCCA), 2023, Kuwait, Kuwait. ⟨10.1109/BCCA58897.2023.10338925⟩. ⟨hal-04349602⟩

• Article dans une revue

Computational model for predicting structural stability and stress transfer of a new SiGe stressor technique for NMOS devices

Thomas Bordignon, Blandine Duriez, Nicolas Guitard, Romain Duru, Clément Pribat, Jérôme Richy, Shay Reboh, Siddhartha Dhar, Frédéric Monsieur, Thibaud Fache, Zdenek Chalupa, Jean-Michel Hartmann, Pascal Chevalier, Yannick Roelens, Francois Danneville, Sébastien Crémer

A new method to induce tensile stress in a PDSOI NMOS device for RF applications is proposed, which is based on relaxing a SiGe layer built underneath silicon. By means of TCAD simulations, we demonstrate that stress transfer from SiGe to Si occurs by means of at least two different mechanisms:…

Solid-State Electronics, 2023, 210, pp.108787. ⟨10.1016/j.sse.2023.108787⟩. ⟨hal-04253696⟩

• Article dans une revue

Enhanced Near-Infrared Photoresponse for Efficient Organic Solar Cells Using Hybrid Plasmonic Nanostructures

Yanglin Zhao, Yiran Luo, Shiwei Wu, Chi Wang, Najat Ahmidayi, Gaëtan Lévêque, Xavier Portier, Tao Xu

Nonfullerene organic solar cells (OSCs) have recently made remarkable progress as one of the most promising next-generation photovoltaic technologies. Still, it is highly desirable to enhance the light harvesting for the sake of photoactive layer with a limited thickness. In this work, we developed…

Physica E: Low-dimensional Systems and Nanostructures, 2023, 146, pp.115534. ⟨10.1016/j.physe.2022.115534⟩. ⟨hal-03683597⟩

• Article dans une revue

Construction of flexible fiber-shaped boron-doped diamond film and its supercapacitor application

Jing Zhang, Zhiyan Zhao, Zhiqiang Zhang, Longsuo Guo, Lijie Xu, Peipei Sun, Meng Wang, Meng Gao, Yong Li, Dongwei Li, Rabah Boukherroub

Flexible fiber-shaped supercapacitors (FSSCs) are promising candidates as electrode materials for the development of deformable electronic devices. Although tremendous efforts have been focused on the preparation of flexible electrode materials, traditional FSSCs materials face problems of inferior…

Journal of Colloid and Interface Science, 2023, 629, part A, pp.813-821. ⟨10.1016/j.jcis.2022.08.143⟩. ⟨hal-03792378⟩