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PhD positions at CEA-LIST

4 Avril 2022


Catégorie : Doctorant


Please find attached PhD proposals in CEA Research Institute, in both Saclay/Paris & Grenoble, France.

 
The CEA (French Commission for Atomic and Renewable Energy) is a public research institute. It plays an important role in the research, development and innovation community. The CEA has four missions: security and defense, nuclear energy (fission and fusion), technology research for industry and fundamental research. With 16 000 employees, including technicians, engineers, researchers and support personnel, the CEA is involved in numerous research projects in collaboration with both academic and industrial partners.
 
In the section of the CEA focused on technology research for industry, the LIST institute is focused on intelligent digital systems. This institute has a culture of innovation and has as a mission to transfer these technologies to industrial partners. The DSCIN department specializes in complex digital and embedded systems for Artificial Intelligence (AI), High-Performance Computing (HPC) and Cyber security applications, and is located in two locations, Saclay/Paris & Grenoble.
 
CEA has various open positions for PhD programs, and is seeking talented students, highly motivated, to express their innovative spirits in a multi-domain organization, offering cross culture between advanced technology, circuit, architecture, system design, with hardware/software cross-layers, and performing advanced research on hot topics, such as AI, Cybersecurite, and High Performance Computing.
 
Please see the proposals in the table below or follow this link, and forward to potentially interested students.


 

List of PhD Topics
Topic
Lab
Supervisor
E-mail

Artificial Intelligence and Cyber Physical Systems

Self-adaptive and reliable interconnect network for AI accelerator architectures

LECA
Hana KRICHENE

Quantization and sparsity: compromise between the number of operations and their complexity according to the technology and the adapted architecture

LIAE
Inna KUCHER

A Multi-Task Neural Network for Real Time Object Detection and Tracking on Embedded Systems

LIAE
Martyna POREBA

Hardware embedded architecture for CNN-based visual odometry

LIAE
Alexandre CHARIOT

alexandre.chariot(at)cea.fr

Simplifying Artificial Intelligence: learning interpretable representation

LIAE
Laurent SOULIER

laurent.soulier(at)cea.fr

Low-power AI for uncertainty modelling
LIIM
Thomas DALGATY

Co-design HW/SW for on-chip incremental learning

LIIM
Sebastien THURIES

Quantized DNN learning algorithms with limited hardware overhead for Edge implementation

LSTA
Thomas MESQUIDA

thomas.mesquida(at)cea.fr

Cybersecurity

Protocols based on homomorphic encryption in a multi-user setting

LCYL
Jean-Paul BULTEL

jean-paul.bultel(at)cea.fr

Optimized and efficient transciphering with homomorphic encryption

LCYL
Aymen BOUDGUIGA

aymen.boudguiga(at)cea.fr

LCYL
Oana Stan
Computer Aided Design (CAD)

A-DECA : Automatic Design space Exploration for Computing Architectures

LECA
Lilia ZAOURAR

Analyzing Interference Effects on Timing Predictability of Many-core Architectures

LECA
Oumaima MATOUSSI
oumaima.matoussi(at)cea.fr

Quantum Computing and High Performance Computing (HPC)

High-performance and low-power ferroelectric memory for artificial intelligence applications using in-memory computing

LFIM
Bastien GIRAUD
Simulation of digital systems containing an quantum accelerator LSTA Eric GUTHMULLER eric.guthmuller(at)cea.fr