Elias Trommer

My detailed PDF résumé is available upon request

Publications

2023

• What is this? A machine learning model for ants?
  presentation held at 37th Chaos Communication Congress
  Recording
• High-Throughput Approximate Multiplication Models in PyTorch
  published in: 26th Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS '23)
  Github

2022

• Combining Gradients and Probabilities for Heterogeneous Approximation of Neural Networks
  published in: 41st IEEE/ACM International Conference on Computer-Aided Design (ICCAD '22)
  Github

2021

• dCSR: A Memory-Efficient Sparse Matrix Representation for Parallel Neural Network Inference
  published in: 40th IEEE/ACM International Conference on Computer-Aided Design (ICCAD '21)
  Github

Experience

Vocational

• Ph.D. Student, 2020 - today
  Infineon Technologies GmbH
• Research Software Engineer, 2020
  Reiner-Lemoine-Institut gGmbH
• Master Thesis, 2019
  Reiner-Lemoine-Institut gGmbH
• Working Student, 2018-2019
  Nitrokey UG
• Bachelor Thesis, 2017
  IAV Automotive Engineering GmbH

Miscellaneous

• Product Developer, 2021 - today
  Development of Ultramote, a LoRa-based embedded system for remotely triggering equipment
  Github

Education

• Dissertation, 2020 - today
  Computer Science, Technische Universität Dresden
• Master of Science, 2017 - 2020
  Computer Engineering, Technische Universität Berlin
• Bachelor of Science, 2013 - 2017
  Computer Engineering, Technische Universität Berlin
• Exchange Semester, 2018 - 2019
  Delft University of Technology
• Exchange Semester, 2015 - 2015
  Shanghai Jiao Tong University