Phd Position - Aachen, Deutschland - Forschungszentrum Jülich
Beschreibung
Your Job:
Depending on the project area and your scientific skills, tasks will include:
- Invent, simulate, and prototype more efficient, specialized non-von Neumann computing hardware blocks for AI, optimization, probabilistic computing, and scientific computing.
- Machine learning, deep learning and algorithm development, codesigning with mixed analogdigital circuit blocks
- Associative computing from both a circuits and algorithms perspective, developing Content-AddressableMemories (CAM) combined with artificial neural networks
- Integrated Circuit (IC) design (CMOS 28nm and below), simulation, and testing using Cadence development tools
- Utilizing dynamical systems for computation, e.g. solving hard optimization problems
- System verification
Your Profile:
Depending on the topics you want to address you should cover some of the skills listed below. Additionally, enjoyment of teamwork is an important requirement.
- Masters degree in electrical/electronic engineering, computer science, computer engineering, physics, and related fields.
- For IC projects a strong electronics background, with experience in design and simulation of analog, digital, or mixedsignal circuits, including SPICE and related tools is strongly desired.
- For algorithms projects, a strong background in coding and advanced mathematics is strongly desired.
- Coursework in theoretical areas including computational complexity, information theory are desired.
- Excellent communication skills and ability to work in a team are essential.
- Strong English skills will be required for the international working environment
Our Offer:
We work on cutting-edge research topics with a high potential to positively impact society.
We offer ideal conditions for you to complete your doctoral degree:
- A worldleading, international research environment with stateoftheart equipment
- Opportunity to work in the highly interdisciplinary and exciting field of neuromorphic and braininspired computing, collaborating with physicists, neuroscientists, materials scientists, and engineers
- Flexible working arrangements
- 30 days of annual leave as well as an arrangement for bridging days (e.g. between Christmas and New Year's Day)
Place of employment:
Aachen
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