no code implementations • 4 May 2023 • Vivek Sridhar, Keyvan Shahin, Michael Breuß, Marc Reichenbach
In this paper we consider the fundamental operations dilation and erosion of mathematical morphology.
no code implementations • 3 Mar 2022 • Christian Herglotz, Jürgen Seiler, André Kaup, Arne Hendricks, Marc Reichenbach, Dietmar Fey
In recent years, due to a higher demand for portable devices, which provide restricted amounts of processing capacity and battery power, the need for energy and time efficient hard- and software solutions has increased.
no code implementations • 1 Mar 2022 • Christian Herglotz, Dominic Springer, Marc Reichenbach, Benno Stabernack, André Kaup
To show the modeling capabilities in general, we test the estimation performance for different decoding software and hardware solutions, where we find that the proposed model outperforms the models from literature by reaching frame-wise mean estimation errors of less than 7% for software and less than 15% for hardware based systems.
no code implementations • 2 Feb 2021 • Simon Pfenning, Philipp Holzinger, Marc Reichenbach
Today, artificial neural networks are one of the major innovators pushing the progress of machine learning.
no code implementations • 26 Feb 2015 • Oliver Reiche, Konrad Häublein, Marc Reichenbach, Frank Hannig, Jürgen Teich, Dietmar Fey
Therefore, in previous work, we have shown that elevating the description of image algorithms to an even higher abstraction level, by using a Domain-Specific Language (DSL), can significantly cut down the complexity for designing such algorithms for FPGAs.
no code implementations • 26 Feb 2015 • Christian Hartmann, Anna Yupatova, Marc Reichenbach, Dietmar Fey, Reinhard German
Unfortunately the development of applications for heterogeneous hardware architectures is challenging due to the distribution of computational tasks among processors and programmable logic units.
