PhD Position in Post-Von Neumann Hardware Accelerator Design

il y a 3 jours


Rennes, Bretagne, France Inria Temps plein
Overview

The 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 clusters, research and higher education players, laboratories of excellence, technological research institute, etc.

Job Description

We are seeking a highly motivated PhD researcher to work on the reliability enhancement of post-Von Neumann hardware accelerators, specifically focusing on PIM (Processing-In-Memory) accelerators for deep neural networks (DNNs). The candidate will characterize the radiation-induced impact on system reliability for different DNN model architectures and how the acceleration that PIM enables impacts the final error rate.

Required Skills and Qualifications
  • Strong knowledge of computer architecture
  • Strong programming knowledge of C/C++ and Python
Benefits
  • Subsidized meals
  • Partial reimbursement of public transport costs
  • Possibility of teleworking (90 days per year) and flexible organization of working hours
  • Partial payment of insurance costs
Estimated Salary: 2100 euros/month (first and second years), 2200 euros/month (third year)

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