Publications

• Article dans une revue

Recognition of COVID-19 from CT Scans Using Two-Stage Deep-Learning-Based Approach: CNR-IEMN

Fares Bougourzi, Riccardo Contino, Cosimo Distante, Abdelmalik Taleb-Ahmed

Since the appearance of the COVID-19 pandemic (at the end of 2019, Wuhan, China), the recognition of COVID-19 with medical imaging has become an active research topic for the machine learning and computer vision community. This paper is based on the results obtained from the 2021 COVID-19 SPGC…

Sensors, 2021, 21 (17), pp.5878. ⟨10.3390/s21175878⟩. ⟨hal-03429749⟩

• Article dans une revue

Robust Automatic Modulation Recognition Through Joint Contribution of Hand-Crafted and Contextual Features

Bachir Jdid, Wei Hong Lim, Iyad Dayoub, Kais Hassan, Mohd Rizon Bin Mohamed Juhari

Automatic modulation recognition (AMR) has become increasingly important in the field of signal processing, especially with the advancements of intelligent communication systems. Deep Learning (DL) technologies have been incorporated into the AMR field and they have shown outstanding performances…

IEEE Access, 2021, 9, pp.104530-104546. ⟨10.1109/ACCESS.2021.3099222⟩. ⟨hal-03382822⟩

• Article dans une revue

Lamb Wave Wireless Communication in Healthy Plates Using Coherent Demodulation

Rudy Bahouth, Farouk Benmeddour, Emmanuel Moulin, Jamal Assaad

Guided ultrasonic waves are used in Non-Destructive Testing and Structural Health Monitoring for inspection and damage detection. Recently, wireless data transmission using ultrasonic waves in solid metallic channels has gained popularity in some industrial applications such as nuclear, aerospace…

World Academy of Science, Engineering and Technology, 2021, Open science index - International Journal of Electronics and Communication Engineering, 15 (7), pp.436-440. ⟨hal-03982550⟩

• Communication dans un congrès

Network Intrusion Detection System Using Neural Network and Condensed Nearest Neighbors with Selection of NSL-KDD Influencing Features

Fatima Zohra Belgrana, Nacéra Benamrane, Mohamed Amine Hamaida, Abdellah Mohamed Chaabani, Abdelmalik Taleb-Ahmed

The number and severity of cybernetic attacks continue to increase. Thereupon Intrusion Detection Systems (IDSs) have become an integral part of the organization's security infrastructure. Several algorithms have been applied in order to realize the detection of anomalies. They derived mainly…

IEEE International Conference on Internet of Things and Intelligence System (IoTaIS), Jan 2021, BALI, Indonesia. pp.23-29, ⟨10.1109/IoTaIS50849.2021.9359689⟩. ⟨hal-03429747⟩

• Communication dans un congrès

Wind tunnel integration of Micro-Magneto-Mechanical Systems (MMMS) microvalves for flow control experiments

Thomas Arnoult, Colin Leclercq, Cécile Ghouila-Houri, Aurélien Mazzamurro, Manon Benedito, Romain Viard, Quentin Gallas, Eric Garnier, Denis Sipp, Abdelkrim Talbi, Philippe Pernod

Flow control techniques can be defined as methods changing a flow natural dynamics. The control of a flow can be achieved with actuators affecting the flow momentum. Therefore, a MMMS microvalve was designed and characterized. The micro-actuators have then been integrated to a wind tunnel on the…

Symposium on Design, Test, Integration and Packaging of MEMS and MOEMS, DTIP 2021, Aug 2021, Paris, France. pp.01-03, ⟨10.1109/DTIP54218.2021.9568496⟩. ⟨hal-03587640⟩

• Article dans une revue

Any neuron can perform linearly non-separable computations

Romain Cazé

Multiple studies have shown how dendrites enable some neurons to perform linearly non-separable computations. These works focus on cells with an extended dendritic arbor where voltage can vary independently, turning dendritic branches into local non-linear subunits. However, these studies leave a…

F1000Research, 2021, 10, pp.539. ⟨10.12688/f1000research.53961.1⟩. ⟨hal-03408395⟩

• Ouvrages

Essay on Machines in General (1786)

Raffaele Pisano, Jennifer Coopersmith, Murray Peake

Springer International Publishing, 47, 2021, Logic, Epistemology, and the Unity of Science, 978-3-030-44384-9 978-3-030-44385-6. ⟨10.1007/978-3-030-44385-6⟩. ⟨hal-03139116⟩

• Article dans une revue

Enhanced phonon-plasmon interaction in film-coupled dimer nanoridges mediated by surface acoustic waves

Adnane Noual, Rock Akiki, Gaëtan Lévêque, Yan Pennec, Bahram Djafari-Rouhani

The interaction between phonons and localized plasmons in coupled nanoparticles can be exploited both for modulating the scattered electromagnetic field and the understanding of the mechanical vibrations at nanoscale. In this paper, we demonstrate by numerical analysis an enhanced optomechanical…

Optics Express, 2021, 29 (26), pp.43104-43123. ⟨10.1364/OE.444430⟩. ⟨hal-03542167⟩

• Article dans une revue

AIDX: Adaptive Inference Scheme to Mitigate State-Drift in Memristive VMM Accelerators

Tony Liu, Amirali Amirsoleimani, F. Alibart, Serge Ecoffey, Dominique Drouin, Roman Genov

An adaptive inference method for crossbar (AIDX) is presented based on an optimization scheme for adjusting the duration and amplitude of input voltage pulses. AIDX minimizes the long-term effects of memristance drift on artificial neural network accuracy. The sub-threshold behavior of memristor…

IEEE Transactions on Circuits and Systems II: Express Briefs, 2021, 68 (4), pp.1128 - 1132. ⟨10.1109/TCSII.2020.3026642⟩. ⟨hal-03095208⟩

• Ouvrages

Photonics

Leonard Dobrzynski

Photonics, a volume in the Interface Transmission Tutorial Book series, describes the science of photonic transmission properties of the interfaces of composite materials systems and devices. The book's authors review the general analysis methods of interface transmission, give many examples,…

Elsevier, A volume in Interface Transmission Tutorial Book Series, 689 p., 2021, ISBN 978-0-12-819388-4. ⟨10.1016/C2018-0-05409-2⟩. ⟨hal-04085468⟩