PhD in Post-Von Neumann Computing
il y a 3 jours
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 impact on system reliability for different DNN model architectures
- Investigating how the acceleration enabled by PIM impacts the final error rate
- Combining the results with software simulation data for a detailed fault propagation analysis
You will have the opportunity to participate in international experiments and internships at leading laboratories, such as the Rutherford Appleton Laboratory in the UK and Los Alamos National Laboratory in the USA.
We offer a competitive salary of €2200 per month, plus additional benefits, including subsidized meals, partial reimbursement of public transport costs, possibility of teleworking, and flexible organization of working hours.
Our team values open-mindedness, strong integration skills, and team spirit. We seek highly motivated candidates who are willing to learn and grow with us.
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Rennes, Bretagne, France Inria Temps pleinAbout 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...
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Il y a 17 minutes
Rennes, Bretagne, France Inria Temps pleinJoin Our TeamWe are looking for a talented PhD researcher to join our team at Inria Rennes - Bretagne Atlantique Centre. As a PhD researcher, you will work on the reliability enhancement of post-Von Neumann hardware accelerators, specifically focusing on PIM (Processing-In-Memory) accelerators for deep neural networks (DNNs).About the ProjectThe project aims...
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