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Master thesis: Machine learning implementation for optimization of 5G modem building blocks

Intel


Location:
Munich, DE
Date:
09/18/2017
2017-09-182017-10-17
Job Code:
JR0033483
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Job Details

Master thesis: Machine learning implementation for optimization of 5G modem building blocks Careers at Intel in Munich,
   
Job ID: JR0033483
Job Category: Intern/Student
Primary Location: Munich, DE
Other Locations:
Job Type: Intern

Master thesis: Machine learning implementation for optimization of 5G modem building blocks

Job Description

We are investigating machine learning algorithms in order to optimize future Intel LTE-A or 5G modem building blocks. To reach the short latency as well as the implementation efficiency requirements, we are focusing on digital signal processing specific implementations. According to existing DSPs with possible options like HW accelerators or specific arithmetic, the goal of the master thesis is to investigate different DSP implementations of 1 or 2 machine learning algorithms based on neural networks regarding major performance indicators, e.g., number of instructions, cycles or power consumption. The master thesis should include a comprehensive literature study, theoretic performance analyses and the implementations of selected algorithms on a target simulator.


Qualifications

- Student working towards a relevant Masters degree in Electrical Engineering, Information Technology, or equivalent

- Good experience with Matlab or C-based programming

- Good experience in hardware design and embedded programming

- Knowledge of mobile communication standards like LTE

- Knowledge of machine learning algorithms

- Good problem solving skills, independent and structured way of work

- Fluent in English language, German is a plus

Inside this Business Group

The Mobile and Communications Group delivers the next generation of smartphones, tablets, feature phones, and connected devices with leading-edge technologies. MCG is chartered with providing optimal hardware, software, and connectivity ingredients for mobile devices and complete system solutions that deliver compelling user experiences and delight both consumers and business professionals.

   

As an electronics industry innovator and a leader in corporate responsibility, we look for ways to apply our technology to address global challenges while serving as a role model for how companies should operate.

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