Sign in
Tanja Harbaum
ORCID
Publication Activity (10 Years)
Years Active: 2013-2023
Publications (10 Years): 23
Top Topics
Xilinx Virtex
Neural Network
Index Selection
Systolic Array
Top Venues
SOCC
SoCC
MCSoC
DroneSE/RAPIDO@HiPEAC
</>
Publications
</>
Fabian Lesniak
,
Tanja Harbaum
,
Jürgen Becker
Approximate Accelerators: A Case Study using Runtime Reconfigurable Processors.
SOCC
(2023)
Matthias Stammler
,
Julian Höfer
,
David Kraus
,
Patrick Schmidt
,
Tim Hotfilter
,
Tanja Harbaum
,
Jürgen Becker
EFFECT: An End-to-End Framework for Evaluating Strategies for Parallel AI Anomaly Detection.
INNS DLIA@IJCNN
(2023)
Nidhi Anantharajaiah
,
Yunhe Xu
,
Fabian Lesniak
,
Tanja Harbaum
,
Jürgen Becker
DREAM: Distributed Reinforcement Learning Enabled Adaptive Mixed-Critical NoC.
ISVLSI
(2023)
Fabian Lesniak
,
Nidhi Anantharajaiah
,
Tanja Harbaum
,
Jürgen Becker
Non-Intrusive Runtime Monitoring for Manycore Prototypes.
DroneSE/RAPIDO@HiPEAC
(2023)
Iris Fürst-Walter
,
Antonio Nappi
,
Tanja Harbaum
,
Jürgen Becker
Design Space Exploration on Efficient and Accurate Human Pose Estimation from Sparse IMU-Sensing.
IROS
(2023)
Fabian Kempf
,
Julian Höfer
,
Tanja Harbaum
,
Jürgen Becker
,
Nael Fasfous
,
Alexander Frickenstein
,
Hans-Jörg Vögel
,
Simon Friedrich
,
Robert Wittig
,
Emil Matús
,
Gerhard P. Fettweis
,
Matthias Lüders
,
Holger Blume
,
Jens Benndorf
,
Darius Grantz
,
Martin Zeller
,
Dietmar Engelke
,
Karl-Heinz Eickel
The ZuSE-KI-Mobil AI Accelerator SoC: Overview and a Functional Safety Perspective.
DATE
(2023)
Tim Hotfilter
,
Patrick Schmidt
,
Julian Höfer
,
Fabian Kreß
,
Tanja Harbaum
,
Jürgen Becker
An Analytical Model of Configurable Systolic Arrays to find the Best-Fitting Accelerator for a given DNN Workload.
DroneSE/RAPIDO@HiPEAC
(2023)
Julian Höfer
,
Fabian Kempf
,
Tim Hotfilter
,
Fabian Kreß
,
Tanja Harbaum
,
Jürgen Becker
SiFI-AI: A Fast and Flexible RTL Fault Simulation Framework Tailored for AI Models and Accelerators.
ACM Great Lakes Symposium on VLSI
(2023)
Fabian Kreß
,
Johannes Pfau
,
Fabian Kempf
,
Patrick Schmidt
,
Zhuofan He
,
Tanja Harbaum
,
Jürgen Becker
Automated Replacement of State-Holding Flip-Flops to Enable Non-Volatile Checkpointing.
NorCAS
(2023)
Nidhi Anantharajaiah
,
Fabian Lesniak
,
Tanja Harbaum
,
Jürgen Becker
Reinforcement Learning Enabled Multi-Layered NoC for Mixed Criticality Systems.
MCSoC
(2023)
Tim Hotfilter
,
Julian Höfer
,
Philipp Merz
,
Fabian Kreß
,
Fabian Kempf
,
Tanja Harbaum
,
Jürgen Becker
Leveraging Mixed-Precision CNN Inference for Increased Robustness and Energy Efficiency.
SOCC
(2023)
Iris Fürst-Walter
,
Antonio Nappi
,
Tanja Harbaum
,
Jürgen Becker
Design Space Exploration on Efficient and Accurate Human Pose Estimation from Sparse IMU-Sensing.
CoRR
(2023)
Fabian Kreß
,
Vladimir Sidorenko
,
Patrick Schmidt
,
Julian Höfer
,
Tim Hotfilter
,
Iris Walter
,
Tanja Harbaum
,
Jürgen Becker
CNNParted: An open source framework for efficient Convolutional Neural Network inference partitioning in embedded systems.
Comput. Networks
229 (2023)
Fabian Lesniak
,
Tanja Harbaum
,
Jürgen Becker
Low-latency inter-domain communication on the Xen hypervisor.
MCSoC
(2023)
Tim Hotfilter
,
Julian Höfer
,
Fabian Kreß
,
Fabian Kempf
,
Leonhard Kraft
,
Tanja Harbaum
,
Jürgen Becker
A Hardware-Centric Approach to Increase and Prune Regular Activation Sparsity in CNNs.
AICAS
(2023)
Fabian Kreß
,
Alexey Serdyuk
,
Tim Hotfilter
,
Julian Höfer
,
Tanja Harbaum
,
Jürgen Becker
,
Tim Hamann
Hardware-aware Workload Distribution for AI-based Online Handwriting Recognition in a Sensor Pen.
MECO
(2022)
Fabian Kempf
,
Julian Höfer
,
Fabian Kreß
,
Tim Hotfilter
,
Tanja Harbaum
,
Jürgen Becker
Runtime Adaptive Cache Checkpointing for RISC Multi-Core Processors.
SOCC
(2022)
Fabian Kreß
,
Julian Höfer
,
Tim Hotfilter
,
Iris Walter
,
Vladimir Sidorenko
,
Tanja Harbaum
,
Jürgen Becker
Hardware-aware Partitioning of Convolutional Neural Network Inference for Embedded AI Applications.
DCOSS
(2022)
Fabian Kreß
,
Julian Höfer
,
Tim Hotfilter
,
Iris Walter
,
El Mahdi El Annabi
,
Tanja Harbaum
,
Jürgen Becker
Automated Search for Deep Neural Network Inference Partitioning on Embedded FPGA.
PKDD/ECML Workshops (1)
(2022)
Johannes Pfau
,
Maximilian Reuter
,
Tanja Harbaum
,
Klaus Hofmann
,
Jürgen Becker
A Hardware Perspective on the ChaCha Ciphers: Scalable Chacha8/12/20 Implementations Ranging from 476 Slices to Bitrates of 175 Gbit/s.
SoCC
(2019)
Tanja Harbaum
,
Matthias Norbert Balzer
,
Marc Weber
,
Jürgen Becker
A Content - Adapted FPGA Memory Architecture with Pattern Recognition Capability and Interval Compressing Technique.
SoCC
(2018)
Tanja Harbaum
,
Christoph Schade
,
Marvin Damschen
,
Carsten Tradowsky
,
Lars Bauer
,
Jörg Henkel
,
Jürgen Becker
Auto-SI: An adaptive reconfigurable processor with run-time loop detection and acceleration.
SoCC
(2017)
Tanja Harbaum
,
Mahmoud Seboui
,
Matthias Norbert Balzer
,
Jürgen Becker
,
Marc Weber
A Content Adapted FPGA Memory Architecture with Pattern Recognition Capability for L1 Track Triggering in the LHC Environment.
FCCM
(2016)
Carsten Tradowsky
,
Tanja Harbaum
,
Shaver Deyerle
,
Jürgen Becker
LImbiC: An adaptable architecture description language model for developing an application-specific image processor.
ISVLSI
(2013)