PhD Researcher in Fault-Tolerant PIM Accelerators

Company OverviewInria is a major player in the field of digital sciences, located at the heart of a rich R&D and innovation ecosystem. We are a leading research center with over thirty research teams and a strong focus on innovation and technology.Job DescriptionThis PhD position focuses on enhancing the reliability of post-Von Neumann hardware accelerators....

About the ProjectThe goal of this PhD project is to identify hardware and software vulnerabilities in PIM accelerators for DNNs and propose fault mitigation techniques.As part of this project, you will develop your skills in HW design, machine learning, and high-level synthesis. Experience with fault-tolerant architectures and compilers is a plus.The...

Company OverviewInria Rennes - Bretagne Atlantique Centre is a leading research institution in the field of digital sciences, with over thirty research teams and a strong focus on innovation and technology. Our centre is a major player in the rich R&D and innovation ecosystem of northwestern France, working closely with highly innovative SMEs, large...

We are seeking a highly motivated PhD student to join our team of researchers at Inria Rennes - Bretagne Atlantique Centre. As a PhD student, you will focus on identifying hardware and software vulnerabilities in PIM accelerators for DNNs and propose fault mitigation techniques.Your main responsibilities will include:Characterizing the radiation-induced...

OverviewThe Inria Rennes - Bretagne Atlantique Centre is a leading research institution in the field of digital sciences, with over thirty research teams and a strong focus on innovation and technology. Our centre is at the heart of a rich R&D and innovation ecosystem, collaborating with highly innovative PMEs, large industrial groups, competitiveness...

The University of Rennes, one of the largest universities in France, is offering a Postdoctoral Research Position in Embedded Systems. This exciting opportunity is part of the ongoing research in artificial intelligence, machine learning, data science, and hardware and software engineering.About the ProjectThe project aims to assess the reliability of...

Inria seeks a talented PhD student to join its research team focused on Trustworthy AI hardware architectures. The selected candidate will be responsible for analyzing hardware failure mechanisms, deriving corresponding faults, and designing low-cost fault tolerance approaches.Key Responsibilities:Analyze hardware failure mechanisms and derive corresponding...

About the JobAs a PhD researcher, you will be working on enhancing the reliability of post-Von Neumann hardware accelerators. The ideal candidate should have strong knowledge of computer architecture and programming skills in C/C++ and Python.The research team at Inria Rennes - Bretagne Atlantique Centre is seeking a highly motivated individual to work on...

Job DescriptionThe successful candidate will work under the supervision of experienced researchers to identify hardware and software vulnerabilities in PIM accelerators for DNNs and propose fault mitigation techniques. The project involves characterizing the radiation-induced impact on system reliability for different DNN model architectures, combining...

Inria Rennes - Bretagne Atlantique Centre is a leading research hub in digital sciences, fostering innovation and excellence. Our centre is part of Inria's eight sites, boasting over thirty research teams.We are seeking a highly motivated PhD student to contribute to our ongoing research in post-Von Neumann hardware accelerators. The successful candidate...

The Inria Rennes - Bretagne Atlantique Centre is seeking a highly motivated PhD student to join our team of researchers in the field of digital sciences. Our centre is a major and recognized player in this field, with over thirty research teams and strong connections to leading industrial partners.As a PhD student, you will work on characterizing the...

Company OverviewInria, a leading research institution, invites applications for a PhD position in the field of immersive social interactions and inclusive virtual environments. Our team is dedicated to advancing the understanding and improvement of human interactions in social extended reality.

About the RoleWe are seeking a highly skilled Research Scientist to join our team at Inria. This is an exciting opportunity to work on advanced physics- and data-driven modeling in structural mechanics and acoustics.Key ResponsibilitiesConduct research on data-driven metamaterial identification using wavefields and physical lawsCollaborate with the Inference...

Job DescriptionWe are seeking a highly skilled expert to join our team at Inria Centre at Rennes University, one of the leading research centres in digital sciences. The successful candidate will be part of the DiverSE research team and collaborate with SopraSteria on a CIFRE PhD subject.The project focuses on software migration and modernization using large...

Are you a highly motivated and accomplished PhD graduate looking for a new challenge? We are seeking a talented individual to join our team as a postdoctoral researcher at the Inria center at the University of Rennes. About the CenterThe Inria center is one of eight Inria centers and has over thirty research teams. It is a major player in the field of...

Inria is a major player in the field of digital sciences, recognized for its rich R&D and innovation ecosystem. Our centre in Rennes-Bretagne Atlantique has over thirty research teams, making it a hub for cutting-edge research.">\

**Job Overview**We are seeking a highly motivated Deep Learning Researcher to join our team at INRIA. The successful candidate will be part of an exciting project focused on incremental deep learning for embedded systems.**About the Project**In this project, we aim to design new incremental machine learning algorithms that can run on embedded systems with...

In this exciting research position, you will have the opportunity to work on a cutting-edge project that combines artificial intelligence and software engineering. As a researcher in large language models for code generation, you will join our team at Inria and collaborate with SopraSteria on a challenging task: migrating legacy codebases to newer...

Context and Advantages of the PositionIn the field of neuroimaging, this research position offers a unique opportunity to contribute to the development of mathematical models that integrate macro-structural and microstructural information about white matter fascicles. The successful candidate will be part of the PASTRAMI collaborative project, which aims to...

Company OverviewInria is a world-renowned research institute that specializes in digital sciences. With a strong focus on innovation and collaboration, we are committed to pushing the boundaries of human knowledge and understanding. As a leading center for research and development, we offer a unique opportunity to work on cutting-edge projects that shape the...