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FRFraunhofer Institute for Photonic Microsystems IPMS

Working Student Digital Design - Neural Network Hardware Implementation(m/w/x)

Dresden
Part-timeWorking StudentOn-site

Implementing neural network building blocks on FPGA platforms for photonic and microelectronic technologies. RTL design in SystemVerilog and Xilinx Vivado experience required. Support for thesis topic and career entry.

Requirements

  • Enrollment in Electrical Engineering, RF Engineering, Computer Engineering, or comparable field
  • RTL design in SystemVerilog/Verilog
  • FPGA development (preferably Xilinx Vivado)
  • Good understanding of digital design concepts (FSMs, pipelining, fixed-point arithmetic)
  • Familiarity with verification methods
  • Programming in C/C++ or Python
  • Basic understanding of HW/SW co-design
  • Basic understanding of communication interfaces (e.g., AXI)
  • Interest in neural network architectures
  • Willingness to learn new concepts
  • Independent working style
  • Problem-solving mindset
  • Ability to quickly grasp and apply new concepts
  • Reliable communication skills
  • Attentive listening to supervisor feedback
  • Constructive dialogue
  • Fluent English proficiency (spoken and written)

Tasks

  • Design and implement neural network building blocks
  • Prototype and validate designs on FPGA platforms
  • Develop testbenches for functional verification
  • Create fixed-point models and perform simulations
  • Support system integration with AXI-based interfaces
  • Document design results and maintain codebase

Education

  • Currently in higher education

Languages

  • EnglishFluent

Tools & Technologies

  • SystemVerilog
  • Verilog
  • FPGA
  • Xilinx Vivado
  • C/C++
  • Python

Benefits

Learning & Development

  • Valuable insights into methods and procedures

Startup Environment

  • Motivated and dynamic team

Modern Equipment

  • Well-equipped research and development environment

Other Benefits

  • Support for thesis topic
  • Diversity promotion
  • Work solutions for disabled persons

Mentorship & Coaching

  • Support for career entry

Purpose-Driven Work

  • Preference for severely disabled persons
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