Internship training and mapping deep neural networks on low-bitwidth hardware accelerators

Job description

Robert Bosch GmbH

Renningen

Research & Development

26.04.2017

DE00530522

Do you want beneficial technologies being shaped by your ideas? Whether in the areas of mobility solutions, consumer goods, industrial technology or energy and building technology – with us, you will have the chance to improve quality of life all across the globe. Welcome to Bosch.

Apply now!

Your contribution to something big

·  Modern advanced driver assistance systems (ADAS) tend to an increased use of machine learning algorithms. Recently especially camera based systems experience an excessive deployment in ADAS.
·  Particularly, deep neural networks (DNN) help perceive surrounding traffic scenes. However, their application requirements are especially demanding in terms of memory bandwidth, computational performance and power consumption.
·  We are looking for motivated students who are interested in fulfilling the following tasks:
·  Evaluate and analyze training, compression and mapping methods for DNN onto dedicated hardware accelerators
·  Implement hardware acceleration modules for promising methods

What distinguishes you

·  Master Student in Electrical Engineering, Computer Science, Physics, Mathematics, or similar
·  Programming skills in Python/C++ or equivalent
·  Preferably experience with machine learning
·  Experience with embedded systems, FPGAs, microcontrollers, etc.
·  Programming skills VHDL or Verilog
·  Research motivation and problem solving skills

Requirement for this internship being enrolled in university. Please attach your examination regulations and when indicated work permit and legal alien resident.

Interesting facts

Start: June 2017 / according to prior agreement
Length of this internship: 4 - 6 months

For more information please contact Mr. Sebastian Vogel.
Tel.: +49(0)173-6546846

About Us

The Corporate Sector Research and Advance Engineering is in charge of designing, testing and exploring systems, components and technologies. Our innovations consistently aim to achieve an improvement in the quality of life.
Renningen, near Stuttgart, is the new hub of the Bosch Group’s global research and advance engineering activities. Here around 1,600 employees from the center for research and advance engineering will develop new materials, methods, and technologies, along with new systems, components, and production processes.