Fault-Tolerant CNNs for Avionics & Automotive Safety

Italian Ministry of Education, University and Research; Italia; On-site; EUR 45,000 - 65,000; Full time

Job summary

Politecnico di Torino is seeking a skilled researcher to develop a macro modeling strategy and synergistic methods for safe deployment of convolutional neural networks in avionics and automotive contexts. The role focuses on resilience to permanent and transient faults and involves defining strategies and applying them to complex models.

Applicants will engage with cross-disciplinary teams to advance rigorous fault-tolerant AI research within a leading technical university environment.

Responsibilities

• The goal is to define and implement a macro modeling strategy and a set of synergistic methods to make the implementation of convolutional neural networks for avionics and automotive applications safe with respect to permanent and transient faults

Job description

Politecnico di Torino is seeking a skilled researcher to develop a macro modeling strategy and synergistic methods for safe deployment of convolutional neural networks in avionics and automotive contexts. The role focuses on resilience to permanent and transient faults and involves defining strategies and applying them to complex models.

Applicants will engage with cross-disciplinary teams to advance rigorous fault-tolerant AI research within a leading technical university environment.