external PhD Project - Neuromorphic AI Architectures

Work Environment This job posting refers to an external doctoral project in cooperation with the Technical University of Munich, Campus Heilbronn:The Professorship for Computer Architecture and Operating Systems at TUM Campus Heilbronn covers a broad range of research focus areas in computer architecture, parallel processing and hardware-oriented applications and optimisations as well as operating systems.The project will be carried out in close cooperation with Audi in Ingolstadt and Neckarsulm, aiming to explore and develop AI algorithms, frameworks, and hardware architectures for efficient edge deployment in vehicles, with a focus on neuromorphic computing. You will be part of the scientific TUM HN Team of Prof. Carsten Trinitis as well as of the Audi Data & AI Team (Dr.-Ing. Benjamin Hadwiger and Dr.-Ing. Florian Meyer) in Neckarsulm.Job Purpose/Role Collaborate closely with colleagues at Audi to ensure clinical relevance and translational impact.- Literature & Benchmarking: Review and evaluate state-of-the-art in neuromorphic computing.- Algorithm Development: Design and train SNNs tailored to automotive tasks.- Select and design appropriate edge hardware platforms for deploying SNNs in cars.- Optimise AI training and inference algorithms for specific edge hardware platforms.- Implement and test models on neuromorphic hardware.- Contribute to research proposals and funding applications.- Publish and present findings in international journals and conferences.Key Requirements/Skills/Experience MSc in Computer Science, Electrical Engineering, or a related discipline.- Strong expertise in machine learning, spiking neural networks, and computer architecture.- Excellent programming and research skills.- Interest in translational research and interdisciplinary collaboration with the automotive industry.- Ability to think and act in a networked manner and to work in a team.- Experience in project coordination, supervision, or grant application is an advantage.- Fluent in English.Additional InformationThis position is available at Audi Konzern weltweit in Audi Group worldwide.Generally all positions can be worked part time.We embrace diversity, actively encourage inclusion and create an environment that fosters each employee's individuality in the interests of the company.Reference code: A-D-108894.Questions answered by Ms. Helena Dengl by calling 0841-89-989192