Position
PhD-student
Irène Curie Fellowship
No
Department(s)
Electrical Engineering
FTE
1,0
Date off
31/03/2024
Reference number
V36.7265
Job descriptionThe NanoComputing Research Lab in Integrated Circuits (IC) group within the Department of Electrical Engineering of the Eindhoven University of Technology (TU/e) is conducting high-risk high gain interdisciplinary research at the intersection of machine learning, physics, and computational sciences. We are seeking to hire an excellent and motivated PhD candidate.
Project:
This project aims to conduct cutting-edge research at the intersection of machine learning and physics to advance both theory and algorithms for energy- based networks. We will mainly focus on Oscillatory Neural Networks (ONNs). By leveraging principles from both machine learning and physics, this project seeks to develop novel algorithms and methodologies that can enhance the computational capabilities and performance of oscillatory neural networks. By advancing both theory and algorithms, this project aims to contribute to the broader understanding of neural network models and their potential for transformative applications in computing, signal processing, and learning tasks. We are seeking a highly motivated PhD candidate with a strong background in machine learning, physics, computer science or mathematics to join our research team. The selected candidates will have the opportunity to work on cutting-edge projects focused on developing novel algorithms for energy-based networks, such as oscillatory neural networks.
Candidate:
Are you passionate about exploring the intersection of machine learning and physics to develop novel algorithms for energy-based neural networks? Are you seeking an exciting opportunity to advance knowledge in the field of oscillatory neural networks. If so, we invite you to join our dynamic research team as a PhD candidate in Machine Learning and Physics.
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:
About us
Eindhoven University of Technology is an internationally top-ranking university in the Netherlands that combines scientific curiosity with a hands- on attitude. Our spirit of collaboration translates into an open culture and a top-five position in collaborating with advanced industries. Fundamental knowledge enables us to design solutions for the highly complex problems of today and tomorrow.
Curious to hear more about what it's like as a PhD candidate at TU/e? Please view the video.
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
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Application
We invite you to submit a complete application by using the apply button. The application should include a:
We look forward to receiving your application and will screen it as soon as possible. The vacancy will remain open until the position is filled.