The NanoComputing Research Lab in Integrated Circuits (IC) group within the Department of Electrical Engineering of the Eindhoven University of Technology (TU/e) is seeking to hire an excellent and motivated PhD candidate.
Position
PhD-student
Irène Curie Fellowship
No
Department(s)
Electrical Engineering
FTE
1,0
Date off
31/03/2024
Reference number
V36.7264
Job descriptionProject
The research project is focused on investigating Oscillatory Neural Networks (ONNs) computing paradigm for edge AI applications and algorithms, including classification, sensor signal processing, decision-making, online learning, reinforcement learning, and more. ONNs constitute a novel class of neural networks where information is encoded through the phase difference among oscillators. They exhibit promising characteristics for associative memory tasks, and the goal is to delve deeper into their computational properties for real-world applications in edge AI.
Candidate
We are seeking a motivated PhD candidate to join our team working on cutting- edge research and development in the field of AI/ML based on Oscillatory Neural Networks (ONNs). The project aims to explore the potential of ONNs for various edge AI applications, including pattern recognition, signal processing, and real-time decision-making. As part of the project, you will be responsible for designing and implementing digital logic circuits and implementation on FPGAs to realize ONN architectures and algorithms.
Job requirementsQualifications:
A meaningful job in a dynamic and ambitious university, in an interdisciplinary setting and within an international network. You will work on a beautiful, green campus within walking distance of the central train station. In addition, we offer you:
Information
Do you recognize yourself in this profile and would you like to know more? Please contact Prof. Aida Todri-Sanial, [email protected], https: // www. tue.nl/en/research/research-groups/electronic- systems/nanocomputing-research-lab
Visit our website for more information about the application process or the conditions of employment. You can also contact Mrs. Linda van den Boomen, HR advisor l.j.c.v.d.boomenattue.nl.
Please visit www. tue.nl/jobs to find out more about working at TU/e!
Application
If you are interested in working in an exciting, dynamic, high-tech environment, where you will contribute to creating the society of the future, we invite you to submit a complete application by using the 'apply now' button on this page.
The application should include:
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