Thèse: Oscillator-based Liquid Neural Networks for Edge AI

Description du sujet de thèse Description du sujet de thèse Domaine Défis technologiques Sujets de thèse Réseaux neuronaux liquides à base d'oscillateurs verrouillés par injection pour une intelligence embarquée générative Contrat Thèse Description de l'offre Les architectures neuromorphiques actuelles, bien que plus efficaces grâce au in-memory...

Informations générales Entité de rattachement Le CEA est un acteur majeur de la recherche, au service des citoyens, de l'économie et de l'Etat.Il apporte des solutions concrètes à leurs besoins dans quatre domaines principaux : transition énergétique, transition numérique, technologies pour la médecine du futur, défense et sécurité sur un...

Informations générales Entité de rattachement Le CEA est un acteur majeur de la recherche, au service des citoyens, de l'économie et de l'Etat.Il apporte des solutions concrètes à leurs besoins dans quatre domaines principaux : transition énergétique, transition numérique, technologies pour la médecine du futur, défense et sécurité sur un...

Position description **Category**: - Mathematics, information, scientific, software **Contract**: - Internship **Job title**: - STAGE: Self-explainable model for audio identification of bird species H/F **Subject**: - Self-explainable model for audio identification of bird species H/F **Contract duration (months)**: - 5-6 months **Job description**: -...

Description du poste **Domaine**: - Mathématiques, information scientifique, logiciel **Contrat**: - Stage **Intitulé de l'offre**: - STAGE - Out-of-distribution detection for adversarial attacks evasion H/F **Sujet de stage**: - During this internship, you will study the use of AISER's OOD-detection method, PARTICUL, to identify whether new inputs...

**Context**: GreenWaves is a fabless semiconductor company founded in 2014 and based in Grenoble, France. We design and market ultra low power processors for energy constrained products such as hearables, wearables, IoT & medical monitoring products. GreenWaves’ system-on-chips enable companies to develop and bring to market products with new to world...

Job DetailsContextThe Institut Laue-Langevin (ILL), situated in Grenoble, France, is Europe's leading research facility for scientific research using neutrons. Every year, we host over 2000 visits by scientists, who come to the Institute to carry out world-class research. The ILL Science Strategy describes the approach that will be taken to build on the...

Position description **Category**: - Mathematics, information, scientific, software **Contract**: - Internship **Job title**: - STAGE: In-painting using generative AI for the evaluation of eXplainable AI (XAI) methods H/F **Subject**: - In-painting using generative AI for the correctness evaluation of eXplainable AI (XAI) methods H/F **Contract duration...

**Context**: GreenWaves is a fabless semiconductor company founded in 2014 and based in Grenoble, France. We design and market ultra low power processors for energy constrained products such as hearables, wearables, IoT & medical monitoring products. GreenWaves’ system-on-chips enable companies to develop and bring to market products with new to world...

**What we do**: **What we expect (depending on your career stage)**: - A PhD in computer science, electrical engineering, or a related field, with a focus on HPC, neural networks, or 3D vision. - Deep understanding and substantial experience in high-performance computing (HPC) and multi-node compute strategies. - Expertise in neural network architecture,...