Daniel Mueller-Gritschneder
Scholar

Daniel Mueller-Gritschneder

Google Scholar ID: uIy75_wAAAAJ
TU Wien
Embedded System DesignSystem Modeling and SimulationFault-toleranceTinyMLHW Security
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Citations & Impact
All-time
Citations
911
 
H-index
13
 
i10-index
23
 
Publications
20
 
Co-authors
40
list available
Contact
No contact links provided.
Publications
4 items
Hybrid Convolution and Vision Transformer NAS Search Space for TinyML Image Classification
2025
Cited
0
A High-Level Compiler Integration Approach for Deep Learning Accelerators Supporting Abstraction and Optimization
2025
Cited
0
DRIP: DRop unImportant data Points -- Enhancing Machine Learning Efficiency with Grad-CAM-Based Real-Time Data Prioritization for On-Device Training
2025
Cited
0
PerCoV2: Improved Ultra-Low Bit-Rate Perceptual Image Compression with Implicit Hierarchical Masked Image Modeling
2025
Cited
0
Resume (English only)
Academic Achievements
  • Published a paper at DAC 2025.
Research Experience
  • Involved in a research project with BMW, which was accepted for presentation at DAC 2025; Organized a summer school on AI and Cybersecurity.
Background
  • Head of the Embedded Computing Systems unit, focusing on dependable and power-efficient digital circuits, future generation computer architectures, networked embedded systems, and fault-tolerant distributed systems in general.
Co-authors
40 total
Ulf Schlichtmann
Ulf Schlichtmann
Professor for Electronic Design Automation, Technical University of Munich
Co-author 2
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Co-author 3
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Co-author 4
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Co-author 5
Co-author 5
Andreas Gerstlauer
Andreas Gerstlauer
Eletrical and Computer Engineering, The University of Texas at Austin
Oliver Bringmann
Oliver Bringmann
Professor of Embedded Systems, Eberhard Karls Universität Tübingen, Germany
Co-author 8
Co-author 8