Dennis Rieber

According to our database, Dennis Rieber authored at least 8 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

CoNAX: Towards Comprehensive Co-Design Neural Architecture Search Using HW Abstractions.

Yannick Braatz, Taha Soliman, Shubham Rai, Dennis Sebastian Rieber, Oliver Bringmann

Proceedings of the 35th IEEE International Conference on Application-specific Systems, 2024

2023

Deployment of Deep Neural Networks on Dedicated Hardware Accelerators.

Dennis Rieber

PhD thesis, 2023

SimPyler: A Compiler-Based Simulation Framework for Machine Learning Accelerators.

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.

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.

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.

Dennis Rieber, Moritz Reiber, Oliver Bringmann, Holger Fröning

CoRR, 2022

2021

The Programming of Deep Learning Accelerators as a Constraint Satisfaction Problem.

Dennis Rieber, Axel Acosta, Holger Fröning

CoRR, 2021

2020

Search Space Complexity of Iteration Domain Based Instruction Embedding for Deep Learning Accelerators.

Dennis Rieber, Holger Fröning

Proceedings of the IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning, 2020