activity
20142025
most citedThroughput Optimizations for FPGA-based Deep Neural Network Inference

27 citations · 31 across the 6 of their papers we have counts for

collaborators

6 papers

cs.CR2025

Backing the Wrong Horse: How Bit-Level Netlist Augmentation can Counter Power Side Channel Attacks

Ali Asghar, Andreas Becher, Daniel Ziener

The dependence of power-consumption on the processed data is a known vulnerability of CMOS circuits, resulting in side channels which can be exploited by power-based side channel a…

cs.DC2018★ 27 cited

Throughput Optimizations for FPGA-based Deep Neural Network Inference

Thorbjörn Posewsky, Daniel Ziener

Deep neural networks are an extremely successful and widely used technique for various pattern recognition and machine learning tasks. Due to power and resource constraints, these…

cs.AR2018

Improving Reliability, Security, and Efficiency of Reconfigurable Hardware Systems

Daniel Ziener

In this treatise, my research on methods to improve efficiency, reliability, and security of reconfigurable hardware systems, i.e., FPGAs, through partial dynamic reconfiguration i…

cs.AR2017★ 3 cited

Optimizing Scrubbing by Netlist Analysis for FPGA Configuration Bit Classification and Floorplanning

Bernhard Schmidt, Daniel Ziener, Jürgen Teich +1

Existing scrubbing techniques for SEU mitigation on FPGAs do not guarantee an error-free operation after SEU recovering if the affected configuration bits do belong to feedback loo…

cs.AR2015

Proceedings of the Second International Workshop on FPGAs for Software Programmers (FSP 2015)

Frank Hannig, Dirk Koch, Daniel Ziener

This volume contains the papers accepted at the Second International Workshop on FPGAs for Software Programmers (FSP 2015), held in London, United Kingdom, September 1st, 2015. FSP…

cs.AR2014★ 1 cited

Proceedings of the First International Workshop on FPGAs for Software Programmers (FSP 2014)

Frank Hannig, Dirk Koch, Daniel Ziener

This volume contains the papers accepted at the First International Workshop on FPGAs for Software Programmers (FSP 2014), held in Munich, Germany, September 1st, 2014. FSP 2014 wa…