Publications

• Article dans une revue

Ear Recognition Based on Deep Unsupervised Active Learning

Yacine Khaldi, Amir Benzaoui, Abdeldjalil Ouahabi, Sebastien Jacques, Abdelmalik Taleb-Ahmed

Cooperative machine learning has many applications, such as data annotation, where an initial model trained with partially labeled data is used to predict labels for unseen data continuously. Predicted labels with a low confidence value are manually revised to allow the model to be retrained with…

IEEE Sensors Journal, 2021, 21 (18), pp.20704-20713. ⟨10.1109/JSEN.2021.3100151⟩. ⟨hal-03429751⟩

• Article dans une revue

Identification of ultra high frequency acoustic coda waves using deep neural networks

Venu Babu Thati, Nikolay Smagin, Hatem Dahmani, Julien Carlier, Ihsen Alouani

Due to the multi-path propagation and extreme sensitivity to minor changes in the propagation medium, the coda waves open new fascinating possibilities in the non-destructive evaluation and acoustic imaging. However, their noise-like structure and high spurious sensitivity for ambient conditions (…

IEEE Sensors Journal, 2021, 21 (18), pp.20640-20647. ⟨10.1109/JSEN.2021.3099078⟩. ⟨hal-03364923⟩

• Communication dans un congrès

Embedded ICG-based Stroke Volume Measurement System: Comparison of Discrete-Time and Continuous-Time Architectures

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

This paper describes the study of an integrated system for the detection of the B-C-X characteristic points of impedance cardiography (ICG) signals, to evaluate the stroke volume of a patient. It compares a discrete-time digital approach and a continuous-time digital architecture, using a level-…

34th IEEE International System-On-Chip Conference, Socc 2021, Sep 2021, Las Vegas, NV, United States. ⟨10.1109/SOCC52499.2021.9739386⟩. ⟨hal-03482323⟩

• Article dans une revue

In depth analysis of transfer length method application on passivated contacts under illumination

Léo Basset, Wilfried Favre, Olivier Bonino, Julien Sudre, Gilles Ménard, Jean-Pierre Vilcot

Although solar cells operate under illumination, most electrical characterization methods are carried out in darkness, which implies some bias. In this work, we study the influence of light on the contact resistivity of the electron and hole contacts of a silicon heterojunction (SHJ) cell using the…

Solar Energy Materials and Solar Cells, 2021, 230, pp.111255. ⟨10.1016/j.solmat.2021.111255⟩. ⟨hal-03275996⟩

• Article dans une revue

Tubular phononic crystal sensor

A Gueddida, Yan Pennec, V Zhang, F Lucklum, M Vellekoop, N Mukhin, R Lucklum, Bernard Bonello, Bahram Djafari-Rouhani

We propose the design of a tubular phononic crystal (TPC) for the purpose of sensing the physical properties of a liquid filling the hollow part of the tube. The TPC is constituted by a periodic repetition of washers along a hollow pipe with the advantage of avoiding any perturbation of a flowing…

Journal of Applied Physics, 2021, 130 (10), pp.105103. ⟨10.1063/5.0051660⟩. ⟨hal-03421614⟩

• Communication dans un congrès

Performance Projection of GaN HEMT: Experimental Verification Using Curtice Model

Shariful Islam, Mohammad Abdul Alim, Anika Tahsin, Famin Rahman Rakib, Refat Uddin Rafi, Christophe Gaquière

This work deals with the performance projection of GaN HEMT towards experimental verification using Curtice model. To emphasize and identify their effects on the linear and saturation regions, we adjusted the three parameters employed in the Curtice model to fit the experimental data of the I-V…

2021 International Conference on Electronics, Communications and Information Technology (ICECIT), Sep 2021, Khulna, Bangladesh. pp.1-4, ⟨10.1109/ICECIT54077.2021.9641374⟩. ⟨hal-03612338⟩

• Article dans une revue

The Mystery of the Majorana affair [Book Review]

Raffaele Pisano

Metascience, 2021, 30 (3), pp.421-424. ⟨10.1007/s11016-021-00690-9⟩. ⟨hal-04509246⟩

• Communication dans un congrès

[Invited] Optical absorption quantization in thin films of semiconductors

Christophe Delerue, P. Tim Prins, M Lannoo, Zeger Hens, Daniel Vanmaekelbergh

ESSCIRC ESSDERC 2021 Educational Events, Sep 2021, Grenoble, France. ⟨hal-03349301⟩

• Communication dans un congrès

A 43pJ per Inference CBNN-based Compute-in-sensor Associative Memory in 28nm FDSOI

Benoit Larras, Antoine Frappé

Distributed smart sensors are more and more used in applications such as biomedical or domestic monitoring. However, each sensor broadcasts data wirelessly to the others or to an aggregator, which leads to energy-hungry sensor nodes and an increased latency at the network level. To tackle both…

ESSCIRC 2021 - IEEE 47th European Solid State Circuits Conference (ESSCIRC), Sep 2021, Grenoble, France. pp.111-114, ⟨10.1109/ESSCIRC53450.2021.9567808⟩. ⟨hal-03482304⟩

• Communication dans un congrès

Deep Learning-based Signal Detection for Uplink in LoRa-like Networks

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

The increasing number of devices together with uncoordinated transmissions result in a major challenge of scalability in the Internet of things. This paper deals with signal detection in the uplink of a LoRa network through a deep learning-based approach. Two strategies are proposed: regression for…

IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2021, Sep 2021, Helsinki, Finland. pp.617-621. ⟨hal-03373813⟩