M. Sc. Florian Kästner

  • Former Assistant - Chair Em­bed­ded Sys­tems of the in­for­ma­ti­on Tech­no­lo­gy
Email:
florian.kaestner@rub.de

Publications

2018
Design of an efficient Communication Architecture for Cyber-Physical Production Systems

Florian Kästner, Dirk Kuschnerus, Spiegel, Christoph, Benedikt Janßen, Michael Hübner - 14th IEEE International Conference on Automation Science and Engineering, CASE 2018, Munich, Germany

Hardware/Software Codesign for Convolutional Neural Networks exploiting Dynamic Partial Reconfiguration on PYNQ

Benedikt Janßen, Florian Kästner, Frederik Kautz, Michael Hübner - IPDPS International Parallel and Distributed Processing Sympositum 2018, Vancouver, British Columbia, Canada

Augmented Reality and Rapid-Prototyping Based Supervision and Maintenance of an Industrial Process

Florian Fricke, Benedikt Janßen, Fynn Schwiegelshohn, Florian Kästner, Michael Hübner - CDN­Li­ve EMEA 2018

Virtual Prototyping of Convolutional Neural Networks with Tensilica IP

Fynn Schwiegelshohn, Tomás Grimm, Florian Fricke, Florian Kästner, Michael Hübner - CDNLive EMEA 2018

A Dynamic Partial Reconfigurable Overlay Framework for Python

Benedikt Janßen, Florian Kästner, Tim Wingender, Michael Hübner - In Proc. of the 14th In­ter­na­tio­nal Sym­po­si­um on Re­con­fi­gura­ble Com­pu­ting: Ar­chi­tec­tu­res, Tools, and Ap­p­li­ca­ti­ons (ARC), San­to­ri­ni, Greece, May 2018.

Exploring Deep Neural Networks for Regression Analysis

Benedikt Janßen, Florian Kästner, Frederik Kautz, Michael Hübner - PESARO The Eighth International Conference on Performance, Safety and Robustness in Complex Systems and Applications April 2018, Athen, Griechenland

2017
Analysis of Hardware Implementations to Accelerate Convolutional and Recurrent Neuronal Networks

Florian Kästner, Osvaldo Navarro Guzman, Benedikt Janßen, Javier Eduardo Hoffmann, Michael Hübner - International Journal on Advances in Software, vol 10 no 3 & 4, year 2017

A rapid control prototyping platform methodology for decentralized automation

Florian Kästner, Benedikt Janßen, Sebastian Schwanewilms, Michael Hübner - Conference: 2017 Conference on Design and Architectures for Signal and Image Processing (DASIP)

Towards adaptive and efficient bottling plants in a Cyber Physical Production System environment

Florian Kästner, Michael Hübner, Ohrem, Jochen, Cluesserath, Ludwig - 2017 NASA/ESA Conference on Adaptive Hardware and Systems (AHS 2017)

A Survey on CNN and RNN Implementations

Javier Eduardo Hoffmann, Osvaldo Navarro Guzman, Florian Kästner, Benedikt Janßen, Michael Hübner - PESARO 2017, The Seventh International Conference on Performance, Safety and Robustness in Complex Systems and Applications

2016
FPGA Design of Numerical Methods for the Robotic Motion Control Task exploiting High-Level Synthesis

Fynn Schwiegelshohn, Florian Kästner, Michael Hübner - 2016 ICSEE International Conference on the Science of Electrical Engineering- EILAT Israel

Enabling Dynamic Reconfiguration of Numerical Methods for the Robotic Motion Control Task

Fynn Schwiegelshohn, Florian Kästner, Michael Hübner - 23rd Reconfigurable Architectures Workshop (RAW 2016), Chicago, USA