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Christian Heidorn
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2020 – today
- 2024
- [j3]Christian Heidorn, Muhammad Sabih
, Nicolai Meyerhöfer, Christian Schinabeck
Hardware-Aware Evolutionary Explainable Filter Pruning for Convolutional Neural Networks. Int. J. Parallel Program. 52(1-2): 40-58 (2024) - [c8]Dominik Walter, Marcel Brand, Christian Heidorn, Michael Witterauf, Frank Hannig, Jürgen Teich:
ALPACA: An Accelerator Chip for Nested Loop Programs. ISCAS 2024: 1-5 - [c7]Christian Heidorn, Frank Hannig, Dominik Riedelbauch
Efficient Deployment of Neural Networks for Thermal Monitoring on AURIX TC3xx Microcontrollers. VEHITS 2024: 64-75 - [i2]Christian Heidorn, Frank Hannig, Dominik Riedelbauch, Christoph Strohmeyer, Jürgen Teich:
OpTC - A Toolchain for Deployment of Neural Networks on AURIX TC3xx Microcontrollers. CoRR abs/2404.15833 (2024) - 2022
- [c6]Christian Heidorn, Nicolai Meyerhöfer, Christian Schinabeck, Frank Hannig, Jürgen Teich:
Hardware-Aware Evolutionary Filter Pruning. SAMOS 2022: 283-299 - 2021
- [c5]Christian Heidorn, Dominik Walter, Yunus Emre Candir, Frank Hannig, Jürgen Teich:
Hand Sign Recognition via Deep Learning on Tightly Coupled Processor Arrays. FPL 2021: 388 - [c4]Armin Schuster, Christian Heidorn, Marcel Brand, Oliver Keszöcze, Jürgen Teich:
Design Space Exploration of Time, Energy, and Error Rate Trade-offs for CNNs Using Accuracy-Programmable Instruction Set Processors. PKDD/ECML Workshops (1) 2021: 375-389 - [c3]Oliver Keszöcze, Marcel Brand, Michael Witterauf, Christian Heidorn, Jürgen Teich:
Aarith: an arbitrary precision number library. SAC 2021: 529-534 - 2020
- [c2]Christian Heidorn, Frank Hannig
Design space exploration for layer-parallel execution of convolutional neural networks on CGRAs. SCOPES 2020: 26-31 - [c1]Arvind Thumatti K. R., Marcel Brand, Christian Heidorn, Srinivas Boppu, Frank Hannig, Jürgen Teich:
Hardware Implementation of Hyperbolic Tangent Activation Function for Floating Point Formats. VDAT 2020: 1-6
2010 – 2019
- 2019
- [j2]Christian Heidorn, Michael Witterauf, Frank Hannig, Jürgen Teich:
Efficient Mapping of CNNs onto Tightly Coupled Processor Arrays. J. Comput. 14(8): 541-556 (2019) - [j1]Tobias Schwarzer, Joachim Falk, Simone Müller, Martín Letras
Compilation of Dataflow Applications for Multi-Cores using Adaptive Multi-Objective Optimization. ACM Trans. Design Autom. Electr. Syst. 24(3): 29:1-29:23 (2019) - 2017
- [i1]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:
Seminar Innovation Management - Winter Term 2017. CoRR abs/1708.09706 (2017)
Coauthor Index
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