Christian Heidorn

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 13

Top Topics

Pareto Frontier

Instruction Set

Design Space Exploration

Top Venues

Publications

Christian Heidorn, Frank Hannig, Dominik Riedelbauch, Christoph Strohmeyer, Jürgen Teich
Efficient Deployment of Neural Networks for Thermal Monitoring on AURIX TC3xx Microcontrollers. VEHITS (2024)
Dominik Walter, Marcel Brand, Christian Heidorn, Michael Witterauf, Frank Hannig, Jürgen Teich
ALPACA: An Accelerator Chip for Nested Loop Programs. ISCAS (2024)
Christian Heidorn, Frank Hannig, Dominik Riedelbauch, Christoph Strohmeyer, Jürgen Teich
OpTC - A Toolchain for Deployment of Neural Networks on AURIX TC3xx Microcontrollers. CoRR (2024)
Christian Heidorn, Muhammad Sabih, Nicolai Meyerhöfer, Christian Schinabeck, Jürgen Teich, Frank Hannig
Hardware-Aware Evolutionary Explainable Filter Pruning for Convolutional Neural Networks. Int. J. Parallel Program. 52 (1-2) (2024)
Christian Heidorn, Nicolai Meyerhöfer, Christian Schinabeck, Frank Hannig, Jürgen Teich
Hardware-Aware Evolutionary Filter Pruning. SAMOS (2022)
Christian Heidorn, Dominik Walter, Yunus Emre Candir, Frank Hannig, Jürgen Teich
Hand Sign Recognition via Deep Learning on Tightly Coupled Processor Arrays. FPL (2021)
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)
Oliver Keszöcze, Marcel Brand, Michael Witterauf, Christian Heidorn, Jürgen Teich
Aarith: an arbitrary precision number library. SAC (2021)
T. K. R. Arvind, Marcel Brand, Christian Heidorn, Srinivas Boppu, Frank Hannig, Jürgen Teich
Hardware Implementation of Hyperbolic Tangent Activation Function for Floating Point Formats. VDAT (2020)
Christian Heidorn, Frank Hannig, Jürgen Teich
Design space exploration for layer-parallel execution of convolutional neural networks on CGRAs. SCOPES (2020)
Tobias Schwarzer, Joachim Falk, Simone Müller, Martín Letras, Christian Heidorn, Stefan Wildermann, Jürgen Teich
Compilation of Dataflow Applications for Multi-Cores using Adaptive Multi-Objective Optimization. ACM Trans. Design Autom. Electr. Syst. 24 (3) (2019)
Christian Heidorn, Michael Witterauf, Frank Hannig, Jürgen Teich
Efficient Mapping of CNNs onto Tightly Coupled Processor Arrays. J. Comput. 14 (8) (2019)
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 (2017)