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2020 – today
- 2024
[j5]Wolfgang Roth, Günther Schindler, Bernhard Klein, Robert Peharz, Sebastian Tschiatschek, Holger Fröning, Franz Pernkopf, Zoubin Ghahramani:
Resource-Efficient Neural Networks for Embedded Systems. J. Mach. Learn. Res. 25: 50:1-50:51 (2024)- [c20]Hendrik Borras
, Bernhard Klein, Holger Fröning:
Walking Noise: On Layer-Specific Robustness of Neural Architectures Against Noisy Computations and Associated Characteristic Learning Dynamics. ECML/PKDD (4) 2024: 38-55 - 2023
- [i4]Lisa Kuhn, Bernhard Klein, Holger Fröning:
On the Non-Associativity of Analog Computations. CoRR abs/2309.14292 (2023) - 2022
- [i3]Torben Krieger, Bernhard Klein, Holger Fröning:
Towards Hardware-Specific Automatic Compression of Neural Networks. CoRR abs/2212.07818 (2022) - [i2]Hendrik Borras, Bernhard Klein, Holger Fröning:
Walking Noise: Understanding Implications of Noisy Computations on Classification Tasks. CoRR abs/2212.10430 (2022) - 2021
- [c19]Bernhard Klein, Lisa Kuhn, Johannes Weis, Arne Emmel, Yannik Stradmann, Johannes Schemmel, Holger Fröning:
Towards Addressing Noise and Static Variations of Analog Computations Using Efficient Retraining. PKDD/ECML Workshops (1) 2021: 409-420 - [i1]Bernhard Klein, Christoph Gratl, Manfred Mücke, Holger Fröning:
Understanding Cache Boundness of ML Operators on ARM Processors. CoRR abs/2102.00932 (2021)
2010 – 2019
- 2017
- [j4]Bernhard Klein, Reinhard Koenig, Gerhard Schmitt:
Managing Urban Resilience - Stream Processing Platform for Responsive Cities. Inform. Spektrum 40(1): 35-45 (2017) - [c18]Sandra Bender, Patrick Seiler, Bernhard Klein, Meik Dorpinghaus, Dirk Plettemeier, Gerhard P. Fettweis:
Pathways towards Tb/s wireless. ICUWB 2017: 1-4 - [c17]Ján Perhác, Wei Zeng, Shiho Asada, Stefan Müller Arisona, Simon Schubiger, Remo Burkhard, Bernhard Klein:
Urban Fusion: Visualizing Urban Data Fused with Social Feeds via a Game Engine. IV 2017: 312-317 - 2015
- [c16]Michael Jenning, Bernhard Klein, Ronny Hahnel, Dirk Plettemeier:
On-Chip Integrated Antennas for 200 GHz Applications. ICUWB 2015: 1-5 - [c15]Michael Jenning, Bernhard Klein, Ronny Hahnel, Dirk Plettemeier, David Fritsche, Gregor Tretter, Corrado Carta, Frank Ellinger, Tobias Nardmann, Michael Schröter, Krzysztof Nieweglowski, Karlheinz Bock, Johannes Israel, Andreas Fischer, Najeeb ul Hassan, Lukas Landau, Meik Dorpinghaus, Gerhard P. Fettweis:
Energy-Efficient Transceivers for Ultra-Highspeed Computer Board-to-Board Communication. ICUWB 2015: 1-5 - [c14]Bernhard Klein, Ronny Hahnel, Patrick Seiler, Michael Jenning, Dirk Plettemeier:
On-Chip Antenna Pattern Measurement Setup for 140 GHz to 220 GHz. ICUWB 2015: 1-5 - [c13]Afian Anwar, Bernhard Klein, Matthias Berger, Stefan Müller Arisona:
Value Lab Asia: A Space for Physical and Virtual Interdisciplinary Research and Collaboration. IV 2015: 348-353 - [c12]Bernhard Klein, Remo Aslak Burkhard, Christine Meixner, Lukas Treyer:
Dynamic Multi-view, Multi-format, Multi-user Visualizations: For Future Cities. IV 2015: 360-365 - [c11]Bernhard Klein:
A Gesture Control Framework Targeting High-Resolution Video Wall Displays. IV 2015: 366-371 - [c10]Verina Cristie, Matthias Berger, Peter Bus, Ashwani Kumar, Bernhard Klein:
CityHeat: visualizing cellular automata-based traffic heat in Unity3D. SIGGRAPH Asia Visualization in High Performance Computing 2015: 6:1-6:4 - 2014
- [j3]Bernhard Klein, Diego López-de-Ipiña, Christian Guggenmos, Jorge Perez-Velasco:
User-Aware Location Management of Prosumed Micro-services. Interact. Comput. 26(2): 118-134 (2014) - 2013
- [j2]Bernhard Klein, Ivan Pretel, Sacha Vanhecke, Ana Belen Lago, Diego López-de-Ipiña:
Analysis of Log File Data to Understand Mobile Service Context and Usage Patterns. Int. J. Interact. Multim. Artif. Intell. 2(3): 15-22 (2013) - [c9]Diego López-de-Ipiña, Bernhard Klein, Sacha Vanhecke, Jorge Perez-Velasco:
Towards Ambient Assisted Cities and Citizens. AINA Workshops 2013: 1343-1348 - [c8]Bernhard Klein, Federico Castanedo, Iñigo Elejalde, Diego López-de-Ipiña, Alejandro Prada Nespral:
Emergency Event Detection in Twitter Streams Based on Natural Language Processing. UCAmI 2013: 239-246 - [c7]Bernhard Klein, Ivan Pretel, Ulf-Dietrich Reips, Ana Belen Lago, Diego López-de-Ipiña:
The Behaviour Assessment Model for the Analysis and Evaluation of Pervasive Services. WorldCIST 2013: 1129-1140 - 2012
- [j1]Bernhard Klein, Helmut Hlavacs:
A socially aware caching mechanism for encounter networks. Telecommun. Syst. 51(4): 297-304 (2012) - [c6]Bernhard Klein, Xabier Laiseca, Diego Casado Mansilla, Diego López-de-Ipiña, Alejandro Prada Nespral:
Detection and Extracting of Emergency Knowledge from Twitter Streams. UCAmI 2012: 462-469 - 2011
- [c5]Bernhard Klein, Helmut Hlavacs:
An effort based social diffusion approach for mobile encounter networks. CASoN 2011: 152-157 - [c4]Bernhard Klein, Jorge Perez-Velasco, Christian Guggenmos, Olli Pihlajamaa, Immo Heino, Javier Del Ser:
Social Acceptance and Usage Experiences from a Mobile Location-Aware Service Environment. MOBILIGHT 2011: 186-197
2000 – 2009
- 2006
- [c3]Helmut Hlavacs, Franziska Gelies, Daniel Blossey, Bernhard Klein:
A Ubiquitous Zoo Guide. EuroIMSA 2006: 7-12 - 2005
- [c2]Bernhard Klein, Helmut Hlavacs:
Scenarios for Mobile Community Support. EuroNGI Workshop 2005: 269-280 - [c1]Helmut Hlavacs, Franziska Gelies, Daniel Blossey, Bernhard Klein:
A Ubiquitous and Interactive Zoo Guide System. INTETAIN 2005: 235-239
Coauthor Index
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