Doctoral Position in Deep Neural Networks on Hardware

Royal Institute of Technology School of Electrical Engineering and Computer Science

Sweden

Doctoral student in Deep Neural Networks on Hardware

School of Electrical Engineering and Computer Science vid KTH

KTH Royal Institute of Technology in Stockholm has grown to become one of Europe’s leading technical and engineering universities, as well as a key centre of intellectual talent and innovation. We are Sweden’s largest technical research and learning institution and home to students, researchers and faculty from around the world. Our research and education covers a wide area including natural sciences and all branches of engineering, as well as architecture, industrial management, urban planning, history and philosophy.

Project description

Third-cycle subject: Information and Communication Technology

The wide deployment of Deep Neural Network (DNN) applications on embedded devices such as those for personal assistant devices would not be feasible without specialized hardware (e.g., ASIC and SoC) for the DNN computation that offers high-performance, low-area, and low-power metrics at the edge. This project targets the efficient realization of neural networks in resource-constrained embedded systems. The candidate will work on both the computation and computational aspects of DNN accelerators for embedded systems. The student is expected to have a strong background in computer architecture and machine learning, strong programming and engineering skills, and the ability to write for high-ranked conferences and journals in English.

Supervision: The doctoral student will be supervised by: Associate Professor Masoumeh Ebrahimi

What we offer

  • The possibility to study in a dynamic and international research environment in collaboration with industries and prominent universities from all over the world.Read more
  • A workplace with many employee benefits and monthly salary according to KTH’s Doctoral student salary agreement.
  • A postgraduate education at an institution that is active and supportive in matters pertaining to working conditions, gender equality and diversity as well as study environment.
  • Work and study in Stockholm, close to nature and the water.
  • Help to relocate and be settled in Sweden and at KTH.

Eligibility

To be admitted to postgraduate education (Chapter 7, 39 § Swedish Higher Education Ordinance), the applicant must have basic eligibility in accordance with either of the following:

  • passed a degree at advanced level,
  • completed course requirements of at least 240 higher education credits, of which at least 60 higher education credits at advanced level, or
  • acquired, in some other way within or outside the country, substantially equivalent knowledge
  • Requirements for English equivalent to English B/6, read more here.

Selection

In order to succeed as a doctoral student at KTH you need to be goal oriented and persevering in your work. During the selection process, candidates will be assessed upon their ability to:

  • independently pursue his or her work
  • collaborate with others,
  • have a professional approach and
  • analyse and work with complex issues.

The applicant is expected to have a degree in Computer and Electrical Engineering with a focus on computer architecture and machine learning. The applicant is also expected to have strong programming skills in HDL, C++, and Python. The applicant should be able to discuss and write scientific work in English.

After the qualification requirements, great emphasis will be placed on personal competency. 

Target degree: Doctoral degree

Information regarding admission and employment

Only those admitted to postgraduate education may be employed as a doctoral student. The total length of employment may not be longer than what corresponds to full-time doctoral education in four years ' time. An employed doctoral student can, to a limited extent (maximum 20%), perform certain tasks within their role, e.g. training and administration. A new position as a doctoral student is for a maximum of one year, and then the employment may be renewed for a maximum of two years at a time.

Union representatives

You will find contact information for union representatives on KTH's website.

Doctoral section (Students’ union on KTH Royal Institute of Technology)

You will find contact information for doctoral section on the section's website.

Application

Apply for the position and admission through KTH's recruitment system. It is the applicant’s responsibility to ensure that the application is complete in accordance with the instructions in the advertisement.

Applications must be received at the last closing date at midnight, CET/CEST (Central European Time/entral European Summer Time).

Applications must include the following elements:

  • CV including your relevant professional experience and knowledge.
  • Application letter with a brief description of why you want to pursue research studies, about what your academic interests are and how they relate to your previous studies and future goals. (Maximum 2 pages long)
  • Copies of diplomas and grades from previous university studies and certificates of fulfilled language requirements (see above). Translations into English or Swedish if the original document is not issued in one of these languages.
  • Representative publications or technical reports. For longer documents, please provide a summary (abstract) and a web link to the full text.

Other information

Striving towards gender equality, diversity and equal conditions is both a question of quality for KTH and a given part of our values.

For information about processing of personal data in the recruitment process please read here.

We firmly decline all contact with staffing and recruitment agencies and job ad salespersons.

Disclaimer: In case of discrepancy between the Swedish original and the English translation of the job announcement, the Swedish version takes precedence.

Type of employment Temporary position longer than 6 months
Contract type Full time
First day of employment 1 September or according to agreement
Salary Monthly salary according to KTH's doctoral student salary agreement
Number of positions 1
Working hours 100%
City Kista
County Stockholms län
Country Sweden
Reference number J-2021-1132
Contact
Masoumeh Ebrahimi, mebr@kth.se
Tysse Norlindh Falk, rekrytering@eecs.kth.se
Published 13.May.2021
Last application date 14.Jun.2021 11:59 PM CET


In your application, please refer to Polytechnicpositions.com

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