PhD Position in Teacher-Student Learning: The Peter Grünberg Institute – Neuromorphic Software Ecosystems (PGI-15) is offering a PhD position focused on event-based teacher-student learning. This research aims to advance neuromorphic computing technologies through innovative algorithms and architectures inspired by neuroscience.
PhD Position in Event-based Teacher-Student Learning
Designation
PhD Candidate
Research Area
- Neuromorphic Computing
- Adaptive Control Theory
- Event-based Learning
- Spiking Neural Networks
- Computational Neuroscience
Location
Aachen, Germany
Eligibility/Qualification
| Criteria | Requirements |
|---|---|
| Mobility Rule | Applicants must comply with the MSCA mobility rules, not having resided in Germany for more than 12 months in the last 36 months. |
| Academic Background | Master’s degree in physics, electrical/electronic engineering, computer science, mathematics, or a related field. |
| Coding Skills | Strong coding skills in programming neural networks and using frameworks like PyTorch or JAX. |
| Additional Skills | Experience with control theory and spiking neural networks is a plus; very good English communication skills are essential. |
Description
This project focuses on developing robust event-based learning rules for synchronization between teacher and student models, addressing challenges related to variability and noise. Responsibilities include:
- Studying learning rules from control theory and event-based computing.
- Simulating models to analyze algorithm robustness.
- Publishing research articles and participating in international conferences.
- Completing internships at KU Leuven and TU Delft.
- Supervising student projects and disseminating software tools.
How to Apply
Applications must be submitted through the specified contact form on the institute’s website. Direct email applications are not accepted.
Application Components:
- CV
- Cover Letter
- Academic Transcripts
- Letters of Recommendation (if required)
Last Date to Apply
September 19, 2025
For additional information, check the Jülich Center for Doctoral Researchers and Supervisors and the benefits outlined in the links provided in the original posting.
