PhD Scholarship in Hardware-Algorithm Co-Design: The Peter Grünberg Institute is offering an exciting PhD position focusing on neuromorphic computing technologies. This program emphasizes developing automated methods for hardware-algorithm co-design, particularly using next-generation analog circuits and memristive devices. The successful candidate will contribute to cutting-edge research with applications in various fields such as computer vision, autonomous control, and data processing.
PhD Scholarship in Algorithms for Hardware-Algorithm Co-Design
Designation
PhD Position – Algorithms for Hardware-Algorithm Co-Design
Research Area
- Neuromorphic Computing
- Meta-Optimization Techniques
- Algorithm-Hardware Co-Design
Location
Aachen, Germany
Eligibility/Qualification
Requirement | Details |
---|---|
Educational Background | Master’s degree in physics, electrical/electronic engineering, computer science, mathematics, or a related field |
Skills | Strong background in machine learning (deep learning and optimization methods), excellent coding skills (Python, PyTorch, Jax) |
Additional Knowledge | Integrated circuit design and simulation (Cadence) is a plus; evolutionary optimization methods are advantageous |
Communication Skills | Proficient in English (spoken and written) |
Description
The chosen candidate will:
- Develop and apply meta-optimization techniques for algorithm-hardware pairing.
- Address computationally intensive procedures through dedicated tools.
- Contribute to sparse auto-differentiation libraries and accelerate state-space model training.
- Collaborate with internal partners and contribute to international research efforts.
- Publish research articles and present findings at top conferences.
- Supervise student projects and theses while participating in doctoral network retreats.
How to Apply
Interested candidates should submit their applications via the application portal provided on the Forschungszentrum Jülich website. Ensure to follow the application tips and FAQs outlined therein for a complete submission.
Last Date to Apply
September 30, 2025
For further details and to submit your application, please visit the Forschungszentrum Jülich Careers page.