At a glance

We are offering a PhD thesis dealing with research and design of neural compute architectures. The neural processing architectures will be optimized for embedded applications allowing always-on and battery powered operation. You will work on a software flow from neural networks to embedded systems and prototype hardware architectures for AI acceleration at the edge. You gain insights into state of the art machine learning applications and their requirements for hardware. The PhD Thesis is done in close collaboration with a renowned university, the contract is limited to 3 years.

Quick info

Location Dresden
Entry level Ph.D. Thesis
Job ID 38340
Start Oct 01, 2019
Type Full time
Contract Temporary

Job description

In your new role you will:
  • Analyse neural compute requirements for common sensors
  • Define architectural templates allowing a scalable implementation in hardware
  • Compare architectural variants with respect to performance, power and area
  • Extend the neural compute architecture for classical pre- and post-processing
  • Evaluate and compare commercially available IP
  • Perform rapid prototyping (e.g. FPGA) as proof of concept
  • Enhance your knowledge upon completion of additional PhD modules offered by university
  • Document your results by writing and submitting your PhD thesis

Learning outcomes:
  • Build up R&D skill sets, accumulate industrial experience and academic knowledge with focus on neural compute architectures
  • Integrate university learning with actual workplace applications
  • Improve technical and soft competencies through discussions, feedback and presentations to team

Profile

You are best equipped for this task if you have:
  • A master degree in Electrical Engineering, Computer Science, Physics or similar
  • Solid digital architecture and design skills
  • Hands on experience with FPGA prototyping
  • First experience in Artificial Intelligence and Machine Learning and related tooling frameworks (e.g. Tensorflow, Caffe)
  • Programming skills (VHDL/Verilog and ideally Python, C/C++ or Matlab)
  • Fluent English is mandatory with German as a plus

About Us

Part of your life. Part of tomorrow.

We make life easier, safer and greener – with technology that achieves more, consumes less and is accessible to everyone. Microelectronics from Infineon is the key to a better future. Efficient use of energy, environmentally-friendly mobility and security in a connected world – we solve some of the most critical challenges that our society faces while taking a conscientious approach to the use of natural resources.

– Power Management & Multimarket (PMM) drives leading-edge power management, sensing and data transfer capabilities –

Infineon PMM semiconductors play a vital role in enabling intelligent power management, smart sensitivity as well as fast and reliable data processing in an increasingly digitalized world.
Our leading-edge power devices make chargers, adapters, power tools and lighting systems smarter, smaller, lighter and more energy-efficient. Our trusted sensors increase the context sensitivity of “things” and systems such as HMI, and our RF chips power fast and reliable data communication.

Infineon Technologies Dresden GmbH & Co. KG is one of the largest production sites of Infineon Technologies AG with more than 2.500 employees. Every week thousands of silicon wafers pass through the highly complex production system in our high end clean room. The site in Dresden was one of the world's first high-volume production sites for power semiconductor devices on 300mm wafers.
For more information about our site in Dresden please check out the following link: https://www.infineon.com/cms/dresden/en/

What we offer you in Dresden

This is the world’s first high-volume production site for power semiconductors on 300 mm wafers.

Find out more about our location Dresden