Publications

• Article dans une revue

A Sub-400-nW Real-Time Event-Driven Spectrogram Extraction Unit in 28-nm FD-SOI CMOS for Keyword Spotting Application

Soufiane Mourrane, Benoit Larras, Sylvain Clerc, Andreia Cathelin, Antoine Frappé

Considering the power-hungry nature of speech processing, a keyword spotting (KWS) unit, used to detect multiple spoken words, is often integrated as a front-end layer. KWS systems are always active, and thus, it is extremely important to optimize the devoted power budget. In this context, this…

IEEE Journal of Solid-State Circuits, In press, ⟨10.1109/JSSC.2024.3475948⟩. ⟨hal-04793373⟩

• Article dans une revue

Boosting hyperspectral image classification with Gate-Shift-Fuse mechanisms in a novel CNN-Transformer approach

Mohamed Fadhlallah Guerri, Cosimo Distante, Paolo Spagnolo, Abdelmalik Taleb-Ahmed

Hyperspectral Image (HSI) classification categorizes every pixel sample into distinct land-cover types. While CNN-based methods have demonstrated significant advances in feature representation, they often struggle with extracting deep features. On the other hand, transformer models excel in…

Computers and Electronics in Agriculture, 2025, 237, Part A, pp.110489. ⟨10.1016/j.compag.2025.110489⟩. ⟨hal-05123205⟩

• Article dans une revue

All‐in‐One Analog AI Hardware: On‐Chip Training and Inference with Conductive‐Metal‐Oxide/HfO_x ReRAM Devices

Donato Francesco Falcone, Victoria Clerico, Wooseok Choi, Tommaso Stecconi, Folkert Horst, Laura Bégon‐lours, Matteo Galetta, Antonio La Porta, Nikhil Garg, Fabien Alibart, Bert Jan Offrein, Valeria Bragaglia

Analog in-memory computing is an emerging paradigm designed to efficiently accelerate deep neural network workloads. Recent advancements have focused on either inference or training acceleration. However, a unified analog in-memory technology platform-capable of on-chip training, weight retention,…

• Pré-publication, Document de travail

PE-CLIP: A Parameter-Efficient Fine-Tuning of Vision Language Models for Dynamic Facial Expression Recognition

Ibtissam Saadi, Abdenour Hadid, Douglas Cunningham, Abdelmalik Taleb-Ahmed, Yassin El Hillali

Vision-Language Models (VLMs) like CLIP offer promising solutions for Dynamic Facial Expression Recognition (DFER) but face challenges such as inefficient full fine-tuning, high complexity, and poor alignment between textual and visual representations. Additionally, existing methods struggle with…

2025. ⟨hal-05033150⟩

• Chapitre d'ouvrage

Phenomena, Ideas and Mechanisms. Introducing the Essays in the History of Physics and Mathematics

Raffaele Pisano, Paolo Bussotti

A History of Physics:Phenomena, Ideas and Mechanisms Essays in Honor of Salvo D’Agostino, Springer, pp.19-28, 2025, 978-3-031-26173-2. ⟨10.1007/978-3-031-26174-9_2⟩. ⟨hal-04679501⟩

• Article dans une revue

Dynamic switching of ferrocene and plasmonic interactions in Au/self-assembled monolayer/single Ag nanocube molecular junctions

Mariem Ben Youssef, Peeranuch Poungsripong, Hugo Bidotti, Halidou Abdoul-Yasset, Didier Gigmes, Olivier Margeat, Beniamino Sciacca, Judikaël Le Rouzo, David Duché, Dominique Vuillaume

We report the redox switching of ferrocene moieties embedded in a double tunnel barrier plasmonic cavity fabricated from a click-chemistry self-assembled monolayers of ferrocenyl-alkylthiol on ultra flat gold surfaces, connected to a single poly(vinylpyrrolidone) capped silver nanocube, AgNC, which…

The Journal of Physical Chemistry C, 2025, ⟨10.1021/acs.jpcc.4c07890⟩. ⟨hal-04766943v2⟩

• Chapitre d'ouvrage

Lagrange’s Three Methods and Langrangean in Maxwell’s A Treatise on Electricity and Magnetism (1873)

Raffaele Pisano, Donatella Marmottini, Andrea Durlo

Pisano R. (ed). A History of Physics: Phenomena, Ideas & Mechanisms. Essays in Honor of Salvo D'Agostino, Springer, 2025, 978-3-031-26173-2. ⟨hal-04511943⟩

• Article dans une revue

Newton’s Philosophiae Naturalis Principia Mathematica Geneva Edition ([1739-1742]1822) Phil. Trans. A Special Issue & The State-of-the Art

Raffaele Pisano, Paolo Bussotti, Elisa Belotti

Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 2025. ⟨hal-04889634⟩

• Article dans une revue

InP DHBT 200-GSa/s Large Output Swing AMUX-driver using Transimpedance Stage Loading for 200-Gbaud-and-beyond Optical Transceivers

Romain Hersent, Agnieszka Konczykowska, Virginie Nodjiadjim, Nil Davy, Muriel Riet, Colin Mismer, Filipe Jorge, Fabrice Blache, Michel Goix, Qian Hu, Marina Deng, Chhandak Mukherjee, Cristell Maneux, Mengyue Xu, Yuntao Zhu, Lifeng Chen, Ziyang Hu, Xinlun Cai, Haïk Mardoyan, Jérémie Renaudier, Bertrand Ardouin

In this article, we report on the design and characterisation of InP-DHBT AMUX-driver ICs for next generation ≥200 Gbaud (GBd) metro/long-haul optical transceivers. We show that the transimpedance stage (TIS) loading of the AMUX selecting cell provides superior gain×bandwidth and linearity…

IEEE Transactions on Microwave Theory and Techniques, 2025, pp.1-19. ⟨10.1109/TMTT.2025.3569647⟩. ⟨hal-05101297⟩

• Article dans une revue

Rethinking Attention Gated with Hybrid Dual Pyramid Transformer-CNN for Generalized Segmentation in Medical Imaging

Fares Bougourzi, Fadi Dornaika, Abdelmalik Taleb-Ahmed, Vinh Truong Hoang

Inspired by the success of Transformers in Computer vision, Transformers have been widely investigated for medical imaging segmentation. However, most of Transformer architecture are using the recent transformer architectures as encoder or as parallel encoder with the CNN encoder. In this paper, we…

Lecture Notes in Computer Science, 2025, Pattern Recognition 27th International Conference, ICPR 2024, Kolkata, India, December 1–5, 2024, Proceedings, Part IV, 15304, pp.243-258. ⟨10.1007/978-3-031-78128-5_16⟩. ⟨hal-04850794⟩