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Master thesis – Hardware implementation of State Space Models

Employer
Helmholtz Association of German Research Centres
Location
Aachen
Closing date
6 Sep 2024

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Discipline
Physics
Job Type
Researcher
Employment - Hours
Full time
Duration
Permanent
Qualification
PhD
Sector
Academia

Job Details

Work group:

PGI-14 - Neuromorphic Compute Nodes


Area of research:

Diploma & Master Thesis


Job description:

Your Job:

  • Optimize existing machine learning models for hardware implementation
  • Investigate fundamental hardware concepts for deployment of SSMs regarding model performance and energy consumption
  • Device a system model for hardware implementation of SSM and evaluate its performance in circuit and system simulation




Your Profile:

Minimum requirements:

  • Current master studies in electrical or computer engineering, physics or related field
  • Interest in working at the boundaries of technologies and in a highly interdisciplinary field
  • Ability to think outside of the box
  • Experience in circuit design
  • Good communication skills in English and / or German


Preferred requirements:

  • Experience with machine learning frameworks (PyTorch / Tensorflow)
  • Experience with IC design and related IDEs (Cadence / Synopsis /Mentor)


Our Offer:

We work on the very latest issues that impact our society and are offering you the chance to actively help in shaping the change! We support you in your work with:

  • An interesting project in a rapidly evolving field at the intersection of electronics and AI
  • A working place in our research lab in Aachen (Europaplatz)
  • Ideal conditions for gaining practical experience alongside your Master studies
  • Qualified support and a friendly working environment
  • Flexible working hours as well as a reasonable remuneration


In addition to exciting tasks and a collaborative working atmosphere in Jülich, we have a lot more to offer: go.fzj.de/benefits

Place of employment: Aachen

We welcome applications from people with diverse backgrounds, e.g. in terms of age, gender, disability, sexual orientation / identity, and social, ethnic and religious origin. A diverse and inclusive working environment with equal opportunities in which everyone can realize their potential is important to us.

This research center is part of the Helmholtz Association of German Research Centers. With more than 42,000 employees and an annual budget of over € 5 billion, the Helmholtz Association is Germany's largest scientific organisation.

Company

The Helmholtz Association contributes to solving major challenges to assure the future of our society. With more than 39,000 people on staff in 18 national research centres, the Helmholtz Association is Germany’s largest scientific organization. The name Helmholtz stands for concerted research in which networks form the key principle behind inquiring thought and action. Concerted research is efficient and flexible.

The profile of the Helmholtz Association

The Helmholtz Association performs cutting-edge research which contributes substantially to solving the grand challenges of science, society and industry. To succeed in meeting these responsibilities, Helmholtz concentrates its work in six research fields: Energy, Earth and Environment, Health, Key Technologies, Matter, as well as Aeronautics, Space and Transport. Within each of these fields, research programs are developed by our scientists and regularly evaluated by renowned international experts. Their evaluation forms the basis for the programme-oriented funding that is allocated to Helmholtz research. Within the six research fields, Helmholtz scientists cooperate with each other and with external partners – working across disciplinary, organizational and national borders.

Promoting young academics

Helmholtz scientists, a high-performance infrastructure and modern and efficient research management are the ingredients to the Helmholtz Association‘s success and global impact.
Promoting young researchers is a major priority for the Helmholtz Association. Its qualification schemes for young researchers are geared mainly towards PhD students, postdocs and young managers. The Helmholtz Association has set high standards for its talent management. Its strategy begins with targeted recruitment of highly qualified staff at all levels, followed by comprehensive support aimed at further developing their potential. Ensuring equal opportunities is an essential element in all talent management activities undertaken by the Helmholtz Association.

The Helmholtz Graduate Schools and Research Schools at almost all Helmholtz Centres provide doctoral students with the general and specific skills and training they need, as well as ample opportunity to network with other working groups. The period following a doctorate is decisive in determining the direction and success of a scientific career. For this reason, we are about to establish Career Centers for postdoctoral researchers in the Helmholtz centres and a mentoring programme for especially gifted PostDocs in order to foster career orientation. This equips young researchers with the skills they need to go on to head a Helmholtz Young Investigators Group, for example. As a Young Investigator Group leader, junior scientists can independently set up their own group to conduct research in their specialist field.

Within its talent management strategy, the Helmholtz Association pays special attention to the increased recruitment of talented female scientists both from Germany and abroad. To this end, there are currently two funding programs supporting this policy Funding of first-time appointments of excellent women scientists (W2/W3)’ and ‘Funding to recruit top-level international women scientists (W3)’.

The increasing complexity of the content, structures and framework conditions of scientific work today requires researchers to organise their projects, their employees and, of course, themselves in a highly professional and effective way. In response to these demands, we have set up the Helmholtz Management Academy to provide junior leaders in science with professional management training. Furthermore, the Helmholtz network provides a platform for the alumni of the Helmholtz Management Academy and Mentoring programme to come together and share their experiences of leadership, career development and lifelong learning.

Company info
Location
Berlin
Berlin
10178
DE

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