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Affichage de 991 à 1000 sur 16302

  • Article dans une revue

Facial Age Estimation Using Multi-Stage Deep Neural Networks

Salah Eddine Bekhouche, Azeddine Benlamoudi, Fadi Dornaika, Hichem Telli, Yazid Bounab

<div><p>Over the last decade, the world has witnessed many breakthroughs in artificial intelligence, largely due to advances in deep learning technology. Notably, computer vision solutions have significantly contributed to these achievements. Human face analysis, a core area of computer...

Electronics, 2024, 13, ⟨10.3390/electronics13163259⟩. ⟨hal-04690021⟩

  • Article dans une revue

Uncalibrated camera approach for vehicle speed estimation using detection and tracking

Donald Mouafo, Ulrich Biaou

The availability of cheap and high-quality digital cameras has fostered their deployment on the roads for traffic monitoring as part of Intelligent Transport System. Implementing accurate vehicle speed estimation solution exploiting traffic surveillance footage from such widespread cameras...

Signal, Image and Video Processing, 2024, 18, pp.8819-8827. ⟨10.1007/s11760-024-03509-2⟩. ⟨hal-04672553⟩

  • Article dans une revue

On-chip topological beamformer for multi-link terahertz 6G to XG wireless

Wenhao Wang, Yi Ji Tan, Thomas Caiwei Tan, Abhishek Kumar, Prakash Pitchappa, Pascal Szriftgiser, Guillaume Ducournau, Ranjan Singh

Terahertz (THz) wireless communication holds immense potential to revolutionize future 6G to XG networks with high capacity, low latency and extensive connectivity. Efficient THz beamformers are essential for energy-efficient connections, compensating path loss, optimizing resource usage and...

Nature, 2024, 632, pp.522 - 527. ⟨10.1038/s41586-024-07759-5⟩. ⟨hal-04672455⟩

  • Chapitre d'ouvrage

Auto-weighted Multi-view Clustering with Unified Binary Representation and Deep Initialization

Khamis Houfar, Fadi Dornaika, Djamel Samai, Azeddine Benlamoudi, Khaled Bensid, Abdelmalik Taleb-Ahmed

Clustering, as an integral part of exploratory data analysis, has gained renewed attention due to the prevalence of multi-representational or multi-view real-world data. However, its application becomes increasingly challenging in the face of large and heterogeneous datasets. Notably, existing...

Advances in Data Clustering, In: Dornaika, F., Hamad, D., Constantin, J., Hoang, V.T. (eds) Advances in Data Clustering, Springer Nature Singapore, pp.129-156, 2024, ⟨10.1007/978-981-97-7679-5_8⟩. ⟨hal-05085246⟩

  • Article dans une revue

Quantum computers, quantum computing, and quantum thermodynamics

Fabrizio Cleri

Quantum thermodynamics aims to extend standard thermodynamics and non-equilibrium statistical physics to systems with sizes well below the thermodynamic limit. It is a rapidly evolving research field that promises to change our understanding of the foundations of physics, while enabling the...

Frontiers in Quantum Science and Technology, 2024, 3, ⟨10.3389/frqst.2024.1422257⟩. ⟨hal-04683476⟩

  • Communication dans un congrès

Development of LRRM and TRL Calibration Kits for On-Wafer Microwave Measurements at the Nanoscale

Daouda Seck, Djamel Allal, Kamel Haddadi

As RF and microwave technologies progress, achieving accurate characterization of nano-devices becomes increasingly challenging, especially due to the necessity for specialized calibration standards operating at the nanoscale with high impedance. In this study, we present the development of nano-...

2024 IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO), Aug 2024, Montreal, Canada. pp.1-4, ⟨10.1109/NEMO59437.2024.11395801⟩. ⟨hal-05682247⟩

  • Communication dans un congrès

Exploration of Low-Energy Floating-Point Flash Attention Mechanism for 18nm FD-SOI CMOS Integration at the Edge

Joaquin Cornejo, Filipe Pouget, Sylvain Clerc, Tifenn Hirtzlin, Benoit Larras, Andreia Cathelin, Antoine Frappé

<div><p>In this work we study the sizing and feasibility of a processing element for the calculation of the attention mechanism used in the Transformer models, using floating point representation. We show that the Flash Attention implementation is needed to enable circuit integration at...

2024 IEEE 67th International Midwest Symposium on Circuits and Systems (MWSCAS), Aug 2024, Springfield, United States. pp.1056 - 1059, ⟨10.1109/mwscas60917.2024.10658822⟩. ⟨hal-04826910⟩

  • Communication dans un congrès

Smart Beamforming for High Mobility Millimeter-Wave Train-to-Infrastructure Networks: A Machine Learning Approach

Semah Mabrouki, Iyad Dayoub, Marion Berbineau

The evolution of wireless communication systems is undergoing a transformative shift with the integration of Artificial Intelligence (AI). In the era of high-mobility millimeter-wave (mmWave) train-to-infrastructure (T2I) communication systems, the dynamic nature of the environment poses unique...

2024 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), Aug 2024, Kingston, Canada. pp.746-752, ⟨10.1109/CCECE59415.2024.10667240⟩. ⟨hal-04698453⟩

  • Article dans une revue

Demonstration that sublinear dendrites enable linearly non-separable computations

Romain Cazé, Alexandra Tran-Van-Minh, Boris Gutkin, David Digregorio

ABSTRACT Theory predicts that nonlinear summation of synaptic potentials within dendrites allows neurons to perform linearly non-separable computations (LNSCs). Using Boolean analysis approaches, we predicted that both supralinear and sublinear synaptic summation could allow single neurons to...

Scientific Reports, 2024, 14, pp.18226. ⟨10.1038/s41598-024-65866-9⟩. ⟨hal-04273507⟩

  • Article dans une revue

Nanosensors Based on Bimetallic Plasmonic Layer and Black Phosphorus: Application to Urine Glucose Detection

Fatima Houari, Mohamed El Barghouti, Abdellah Mir, Abdellatif Akjouj

This paper presents a new biosensor design based on the Kretschmann configuration, for the detection of analytes at different refractive indices. Our studied design consists of a TiO2/SiO2 bi-layer sandwiched between a BK7 prism and a bimetallic layer of Ag/Au plasmonic materials, covered by a...

Sensors, 2024, 24, 14 p. ⟨10.3390/s24155058⟩. ⟨hal-04672678⟩