Master Thesis - Erlangen, Deutschland - Fraunhofer-Gesellschaft

Fraunhofer-Gesellschaft
Fraunhofer-Gesellschaft
Geprüftes Unternehmen
Erlangen, Deutschland

vor 3 Wochen

Lena Wagner

Geschrieben von:

Lena Wagner

beBee Recruiter
PraktikumSHIP
Beschreibung

The
»Broadband & Broadcast« department is active in the areas of mobile communications, embedded ML / AI, Internet-of-Things and automotive communication systems.

We take new concepts and algorithms in the fields of communications and digital signal processing (e.g. machine learning) from theory, implement them and test them in simulations and in prototypes in our labs and in the field.


You are interested in the field of communication systems and would like to develop further in the field of deep neural networks?

Then have a look at our offer
Designing neural networks (NNs) involves optimizing many parameters, which make the search space very large.


These parameters are for example:

The number of layers in NN, the types of each layer, the size of each layer (filters) and the quantization details of each layer.

IOften, it is not feasible to optimize these parameters by hand or even by brute force.

Therefore, neural architecture search strategies and algorithms, have to be deployed to optimize all the decisions affecting the design of NNs.


In this work, existing solutions of NAS should be identified, implemented and analyzed to one another.

What you will do

  • You learn about optimization of deep neural networks
  • You identify and compare different existing solutions of NAS
  • You research and implement NAS

What you bring to the table

  • You are currently studying communications engineering, communications technology, computer science, electrical engineering or a comparable course of study
  • You understand deep neural network models
  • You know the basics in Python programming
  • You have a basic understanding of optimization

What you can expect
-
Flexible working hours
-
Open and
friendly team work:


  • Varied tasks with room for
    creativity:
  • Exciting
    seminars and
    events:
-
Networking with scientists
-
Active contribution in applied research
-
Interesting an
innovative projects

Weekly working hours are determined
by agreement. You can start from now on (as an intern for a period of at least three months). You can flexibly determine the working days. After your studies, you have the option of working with us full or part time.


With its focus on developing key technologies that are vital for the future and enabling the commercial utilization of this work by business and industry, Fraunhofer plays a central role in the innovation process.

As a pioneer and catalyst for groundbreaking developments and scientific excellence, Fraunhofer helps shape society now and in the future.

Fraunhofer Institute for Integrated Circuits IIS

Requisition Number: 61690

Application Deadline:
none
Mehr Jobs von Fraunhofer-Gesellschaft
Alle Jobs von Fraunhofer-Gesellschaft anzeigen