Christian Heidorn

According to our database, Christian Heidorn authored at least 17 papers between 2017 and 2026.

Collaborative distances:

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

2026

Dynamically Adaptable Ensemble Proxies for Training-Free Neural Architecture Search.

Christian Heidorn, Tina Herderich, Jürgen Teich

Proceedings of the Sixth European Workshop on Machine Learning and Systems, EuroMLSys 2026, 2026

Entropy Sampling-Based Neural Architecture Search for Resource-Constrained Microcontroller Targets.

Christian Heidorn, Frank Hannig, Dominik Riedelbauch, Christoph Strohmeyer, Jürgen Teich

Proceedings of the Design, Automation & Test in Europe Conference, 2026

2025

Evaluation of CGRA Toolchains.

Dominik Walter, Marita Halm, Daniel Seidel, Indrayudh Ghosh, Christian Heidorn, Frank Hannig, Jürgen Teich

CoRR, February, 2025

Mapping and Execution of Nested Loops on Processor Arrays: CGRAs vs. TCPAs.

Dominik Walter, Marita Halm, Daniel Seidel, Indrayudh Ghosh, Christian Heidorn, Frank Hannig, Jürgen Teich

CoRR, February, 2025

2024

Hardware-Aware Evolutionary Explainable Filter Pruning for Convolutional Neural Networks.

Christian Heidorn, Muhammad Sabih, Nicolai Meyerhöfer, Christian Schinabeck, Jürgen Teich, Frank Hannig

Int. J. Parallel Program., April, 2024

OpTC - A Toolchain for Deployment of Neural Networks on AURIX TC3xx Microcontrollers.

Christian Heidorn, Frank Hannig, Dominik Riedelbauch, Christoph Strohmeyer, Jürgen Teich

CoRR, 2024

Efficient Deployment of Neural Networks for Thermal Monitoring on AURIX TC3xx Microcontrollers.

Christian Heidorn, Frank Hannig, Dominik Riedelbauch, Christoph Strohmeyer, Jürgen Teich

Proceedings of the 10th International Conference on Vehicle Technology and Intelligent Transport Systems, 2024

ALPACA: An Accelerator Chip for Nested Loop Programs.

Dominik Walter, Marcel Brand, Christian Heidorn, Michael Witterauf, Frank Hannig, Jürgen Teich

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

2022

Hardware-Aware Evolutionary Filter Pruning.

Christian Heidorn, Nicolai Meyerhöfer, Christian Schinabeck, Frank Hannig, Jürgen Teich

Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2022

2021

Aarith: an arbitrary precision number library.

Oliver Keszöcze, Marcel Brand, Michael Witterauf, Christian Heidorn, Jürgen Teich

Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021

Design Space Exploration of Time, Energy, and Error Rate Trade-offs for CNNs Using Accuracy-Programmable Instruction Set Processors.

Armin Schuster, Christian Heidorn, Marcel Brand, Oliver Keszöcze, Jürgen Teich

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

Hand Sign Recognition via Deep Learning on Tightly Coupled Processor Arrays.

Christian Heidorn, Dominik Walter, Yunus Emre Candir, Frank Hannig, Jürgen Teich

Proceedings of the 31st International Conference on Field-Programmable Logic and Applications, 2021

2020

Hardware Implementation of Hyperbolic Tangent Activation Function for Floating Point Formats.

Arvind Thumatti K. R., Marcel Brand, Christian Heidorn, Srinivas Boppu, Frank Hannig, Jürgen Teich

Proceedings of the 2020 24th International Symposium on VLSI Design and Test (VDAT), 2020

Design space exploration for layer-parallel execution of convolutional neural networks on CGRAs.

Christian Heidorn, Frank Hannig, Jürgen Teich

Proceedings of the SCOPES '20: 23rd International Workshop on Software and Compilers for Embedded Systems, 2020

2019

Compilation of Dataflow Applications for Multi-Cores using Adaptive Multi-Objective Optimization.

Tobias Schwarzer, Joachim Falk, Simone Müller, Martín Letras, Christian Heidorn, Stefan Wildermann, Jürgen Teich

ACM Trans. Design Autom. Electr. Syst., 2019

Efficient Mapping of CNNs onto Tightly Coupled Processor Arrays.

Christian Heidorn, Michael Witterauf, Frank Hannig, Jürgen Teich

J. Comput., 2019

2017

Seminar Innovation Management - Winter Term 2017.

Gerd Häusler, Aleksandra Milczarek, Markus Schreiter, Thomas Kästner, Florian Willomitzer, Andreas K. Maier, Florian Schiffers, Stefan Steidl, Temitope Paul Onanuga, Mathias Unberath, Florian Dötzer, Maike Stöve, Jonas Hajek, Christian Heidorn, Felix Häußler, Tobias Geimer, Johannes Wendel

CoRR, 2017