Master Thesis: Training Methods for Weight Agnostic - Munich, Deutschland - Microsystems and Solid State Technologies

Microsystems and Solid State Technologies
Microsystems and Solid State Technologies
Geprüftes Unternehmen
Munich, Deutschland

vor 3 Wochen

Lena Wagner

Geschrieben von:

Lena Wagner

beBee Recruiter
Beschreibung
Fraunhofer EMFT conducts cutting-edge applied research on sensors and actuators for people and the environment.

The about 150 employees in the three locations in Munich, Oberpfaffenhofen and Regensburg possess impressive long-term experience and wide-ranging know-how in the fields of microelectronics and microsystem technology.

The technology offering of the research institute ranges from semiconductor processes, MEMS technologies and 3D integration to foil electronics. These nano
- and microtechnologies are the basis for the other competence areas at Fraunhofer


EMFT:
sensor solutions, safe and secure electronics, and micropumps.

The interdisciplinary interaction of these competencies enables the development of truly novel solutions to meet the current challenges facing our society.


Are you interested in combining research and practical work in the field of artificial intelligence? Take the chance and become part of our team Write your Master Thesis with us starting April 2024.


What you will do

Your tasks at a glance:

  • Study and implement stateoftheart weightagnostic neural networks (WANN)
  • Implement hardware model for analog ANN accelerators
  • Explore hardwareconstraint WANN training methods
  • Propose and verify own methods to improve the training performance
  • Document your work and results

What you bring to the table

  • Enrollment in Master program in the field of Electrical Engineering, Computer Science or similar courses
  • Knowledge of artificial neural networks
  • Experience in implementing artificial neural networks using Python, PyTorch
  • Basic knowledge of analog circuits is a big plus
In addition, we expect an independent way of working and enjoy working in an international team. You are familiar with scientific working techniques and have good communication skills in English, both written and spoken.


What you can expect


We offer you an open and collegial working environment as well as a challenging and varied Master Thesis with flexible working hours that fit your studies.

At EMFT we value commitment and creativity, which is why we allow freedom for your ideas and abilities. Under certain conditions, a publication of the results is possible and encouraged.


The combination of a mandatory research internship and a following master thesis with a duration of 6 month is possible.


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.


For questions regarding the position, please do not hesitate to contact:
Mr. Lei Zhang

Telephone:
Fraunhofer Institute for Electronic Microsystems and Solid State Technologies EMFT

Requisition Number: 69938
Application Deadline: 12/31/2023
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