Search Results - "Klarhorst, Christian"

Benchmarking Neuromorphic Hardware and Its Energy Expenditure by Ostrau, Christoph, Klarhorst, Christian, Thies, Michael, Rückert, Ulrich

“…We propose and discuss a platform overarching benchmark suite for neuromorphic hardware. This suite covers benchmarks from low-level characterization to…”
Get full text

A Digital Twin Implementation for the AMiRo by Klarhorst, Christian, Quirin, Dennis, Hesse, Marc, Ruckert, Ulrich

“…The concept of Asset Administration Shells (AAS), which enables the implementation of digital twins, is important for advancing Industry 4.0 by facilitating…”
Get full text

ML4ProFlow: A Framework for Low-Code Data Processing from Edge to Cloud in Industrial Production by Klarhorst, Christian, Quirin, Dennis, Hesse, Marc, Ruckert, Ulrich

“…One necessary part of Industry 4.0 is the availability and accessibility of data processing pipelines. This paper shows the ongoing development of ML4ProFlow,…”
Get full text

Towards an Autonomous Application of Smart Services in Industry 4.0 by Redeker, Magnus, Klarhorst, Christian, Gollner, Denis, Quirin, Dennis, WiBbrock, Peter, Althoff, Simon, Hesse, Marc

“…Today's high complexity and required expertise in various disciplines for data-based evaluations of shop-floor assets is challenging. This paper describes the…”
Get full text

Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware by Ostrau, Christoph, Homburg, Jonas, Klarhorst, Christian, Thies, Michael, Rückert, Ulrich

“…Farka\v{s} I., Masulli P., Wermter S. (eds) Artificial Neural Networks and Machine Learning -- ICANN 2020. ICANN 2020. Lecture Notes in Computer Science, vol…”
Get full text

Comparing Neuromorphic Systems by Solving Sudoku Problems by Ostrau, Christoph, Klarhorst, Christian, Thies, Michael, Ruckert, Ulrich

“…In the field of neuromorphic computing several hardware accelerators for spiking neural networks have been introduced, but few studies actually compare…”
Get full text

Scalable Mapping of Streaming Applications onto MPSoCs Using Optimistic Mixed Integer Linear Programming by Gayen, Neela, Ax, Johannes, Flasskamp, Martin, Klarhorst, Christian, Jungeblut, Thorsten, Tang, Maolin, Kelly, Wayne

“…Embedded streaming applications are facing increasingly demanding performance requirements in terms of throughput. A common mechanism for providing high…”
Get full text

Development of Energy Models for Design Space Exploration of Embedded Many-Core Systems by Klarhorst, Christian, Flasskamp, Martin, Ax, Johannes, Jungeblut, Thorsten, Kelly, Wayne, Porrmann, Mario, Rückert, Ulrich

“…This paper introduces a methodology to develop energy models for the design space exploration of embedded many-core systems. The design process of such systems…”
Get full text

A communication model and partitioning algorithm for streaming applications for an embedded MPSoC by Kelly, Wayne, Flasskamp, Martin, Sievers, Gregor, Ax, Johannes, Jianing Chen, Klarhorst, Christian, Ragg, Christoph, Jungeblut, Thorsten, Sorensen, Andrew

“…Energy efficient embedded computing enables new application scenarios in mobile devices like software-defined radio and video processing. The hierarchical…”
Get full text