Improving Neural Network Training with Expert Knowledge

6 dagen geleden


Den Haag, Zuid-Holland, Nederland TNO Voltijd

Job Overview

TNO is seeking a highly skilled Deep Learning Expert to join our team in the Department of Radar Technology. As a key member of our team, you will play a crucial role in investigating the application of expert knowledge to streamline the training process of deep neural networks for radar data classification.

Key Responsibilities

  • Investigate the type of expert knowledge that would be useful to improve the training process of deep neural networks for radar data classification
  • Develop and apply visualization techniques to highlight image pixels used for classification
  • Apply neural attention to focus the training process on relevant image pixels
  • Collaborate with our team of experts to integrate expert knowledge into the training process

Requirements

  • Master's or Ph.D. degree in Artificial Intelligence, Computer Science, Physics, Mathematics, Electrical Engineering, or a related field
  • Strong background in signal processing and computer vision
  • Proficiency in programming languages such as Matlab and/or Python
  • Excellent communication and teamwork skills

What We Offer

As a Deep Learning Expert at TNO, you will have the opportunity to work on cutting-edge projects, collaborate with a talented team of experts, and contribute to the development of innovative radar systems and signal processing concepts. We offer a dynamic and supportive work environment, with opportunities for professional growth and development.



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