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Dennis Rieber

Affiliations:
  • University of Heidelberg, Germany (PhD 2023)
  • Robert Bosch GmbH, Robert Bosch Corporate Research, Renningen, Germany


According to our database1, Dennis Rieber authored at least 7 papers between 2020 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Deployment of Deep Neural Networks on Dedicated Hardware Accelerators.
[BibTeX]
[DOI]
Dennis Rieber
PhD thesis, 2023

SimPyler: A Compiler-Based Simulation Framework for Machine Learning Accelerators.
[BibTeX]
[DOI]
Yannick Braatz
,
Dennis Sebastian Rieber
,
Taha Soliman
,
Oliver Bringmann
Proceedings of the 34th IEEE International Conference on Application-specific Systems, 2023

Simulation-driven Latency Estimations for Multi-core Machine Learning Accelerators.
[BibTeX]
[DOI]
Yannick Braatz
,
Dennis Sebastian Rieber
,
Taha Soliman
,
Oliver Bringmann
Proceedings of the 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2023

2022
Joint Program and Layout Transformations to Enable Convolutional Operators on Specialized Hardware Based on Constraint Programming.
[BibTeX]
[DOI]
Dennis Rieber
,
Axel Acosta
,
Holger Fröning
ACM Trans. Archit. Code Optim., 2022

HW-Aware Initialization of DNN Auto-Tuning to Improve Exploration Time and Robustness.
[BibTeX]
[DOI]
Dennis Rieber
,
Moritz Reiber
,
Oliver Bringmann
,
Holger Fröning
CoRR, 2022

2021
The Programming of Deep Learning Accelerators as a Constraint Satisfaction Problem.
[BibTeX]
[DOI]
Dennis Rieber
,
Axel Acosta
,
Holger Fröning
CoRR, 2021

2020
Search Space Complexity of Iteration Domain Based Instruction Embedding for Deep Learning Accelerators.
[BibTeX]
[DOI]
Dennis Rieber
,
Holger Fröning
Proceedings of the IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning, 2020


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