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Daniel Mueller-Gritschneder

Daniel Müller-Gritschneder – Daniel Mueller 0001

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affiliation: TU Wien, Vienna, Austria
affiliation (former): TU Munich, Germany

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2025
[c89]
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Steven Klotz, Sourabh Kulkarni, Nehaja Joglekar, Thorsten Bucksch, Dip Goswami, Daniel Mueller-Gritschneder:
Sim-to-Real: Tiny Deep Learning Agents on Resource-Constrained Embedded Microcontrollers. CCTA 2025: 806-811
[c88]
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Moritz Thoma, Jorge Villasante, Emad Aghajanzadeh, Shambhavi Balamuthu Sampath, Pierpaolo Morì, Maximilian Groetzinger, Daniil Dylkin, Manoj Rohit Vemparala, Nael Fasfous, Alexander Frickenstein, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
FLAR-SVD: Fast and Latency-Aware Singular Value Decomposition for Model Compression. CVPR Workshops 2025: 1898-1907
[c87]
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Moritz Thoma, Tobias Preintner, Emad Aghajanzadeh, Shambhavi Balamuthu Sampath, Pierpaolo Morì, Nael Fasfous, Manoj Rohit Vemparala, Alexander Frickenstein, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
Uncertainty Aware Training to Improve Uncertainty Active Learning for Semantic Segmentation. CVPR Workshops 2025: 4401-4411
[c86]
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Moritz Thoma, Emad Aghajanzadeh, Shambhavi Balamuthu Sampath, Pierpaolo Morì, Nael Fasfous, Alexander Frickenstein, Manoj Rohit Vemparala, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
SuperFast: Fast Supernet Training Using Initial Knowledge. DAC 2025: 1-7
[c85]
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Johannes Geier, Leonidas Kontopoulos, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
Rapid Fault Injection Simulation by Hash-Based Differential Fault Effect Equivalence Checks. DATE 2025: 1-7
[c84]
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Shambhavi Balamuthu Sampath, Leon Hecht, Moritz Thoma, Lukas Frickenstein, Pierpaolo Morì, Nael Fasfous, Manoj Rohit Vemparala, Alexander Frickenstein, Walter Stechele, Daniel Mueller-Gritschneder, Claudio Passerone:
HiFi-SAGE: High Fidelity GraphSAGE-Based Latency Estimators for DNN Optimization. DATE 2025: 1-7
[c83]
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Johannes Kappes, Johannes Geier, Phillipp van Kempen, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
Automated Graph-level Passes for TinyML Fault Tolerance. IJCNN 2025: 1-9
[c82]
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Marcus Rüb, Daniel Konegen, Axel Sikora, Daniel Mueller-Gritschneder:
DRIP: DRop unImportant data Points - Enhancing Machine Learning Efficiency with Grad-CAM-Based Streaming Data Prioritization for On-Device Training. IJCNN 2025: 1-10
[i12]
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  - journals/corr/abs-2503-09368
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Nikolai Körber, Eduard Kromer, Andreas Siebert, Sascha Hauke, Daniel Mueller-Gritschneder, Björn W. Schuller:
PerCoV2: Improved Ultra-Low Bit-Rate Perceptual Image Compression with Implicit Hierarchical Masked Image Modeling. CoRR abs/2503.09368 (2025)
[i11]
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  - journals/corr/abs-2504-08364
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Marcus Rüb, Daniel Konegen, Axel Sikora, Daniel Mueller-Gritschneder:
DRIP: DRop unImportant data Points - Enhancing Machine Learning Efficiency with Grad-CAM-Based Real-Time Data Prioritization for On-Device Training. CoRR abs/2504.08364 (2025)
[i10]
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  - journals/corr/abs-2507-04828
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Samira Ahmadifarsani, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
A High-Level Compiler Integration Approach for Deep Learning Accelerators Supporting Abstraction and Optimization. CoRR abs/2507.04828 (2025)
[i9]
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  - journals/corr/abs-2511-02992
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Mikhael Djajapermana, Moritz Reiber, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
Hybrid Convolution and Vision Transformer NAS Search Space for TinyML Image Classification. CoRR abs/2511.02992 (2025)
2024
[j18]
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Conrad Foik, Robert Kunzelmann, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
Flexible Generation of Fast and Accurate Software Performance Simulators From Compact Processor Descriptions. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(11): 4130-4141 (2024)
[c81]
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Philipp van Kempen, Jefferson Parker Jones, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
muRISCV-NN: Challenging Zve32x Autovectorization with TinyML Inference Library for RISC-V Vector Extension. CF (Companion) 2024
[c80]
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Alexander Hoffman, Ala Fnayou, Fedor Smirnov, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
MuDSE: GA-ILP-based Framework for Automated Deployment of Multiple DNNs on Heterogeneous Mixed-Criticality Systems. COINS 2024: 1-8
[c79]
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Pierpaolo Morì, Moritz Thoma, Lukas Frickenstein, Shambhavi Balamuthu Sampath, Nael Fasfous, Manoj Rohit Vemparala, Alexander Frickenstein, Walter Stechele, Daniel Mueller-Gritschneder, Claudio Passerone:
MATAR: Multi-Quantization-Aware Training for Accurate and Fast Hardware Retargeting. DATE 2024: 1-6
[c78]
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Philipp van Kempen, Mathis Salmen, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
Seal5: Semi-Automated LLVM Support for RISC-V ISA Extensions Including Autovectorization. DSD 2024: 335-342
[c77]
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Nikolai Körber, Eduard Kromer, Andreas Siebert, Sascha Hauke, Daniel Mueller-Gritschneder, Björn W. Schuller:
EGIC: Enhanced Low-Bit-Rate Generative Image Compression Guided by Semantic Segmentation. ECCV (35) 2024: 202-220
[c76]
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  - conf/eucc/KlotzBGM24
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Steven Klotz, Thorsten Bucksch, Dip Goswami, Daniel Mueller-Gritschneder:
Energy-Aware Speed Regulation in Electrical Drives: A Load-Agnostic Motor Control Approach via Reinforcement Learning. ECC 2024: 3618-3623
[c75]
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Marcus Rüb, Philipp Tuchel, Axel Sikora, Daniel Mueller-Gritschneder:
A Continual and Incremental Learning Approach for TinyML On-device Training Using Dataset Distillation and Model Size Adaption. ICPS 2024: 1-8
[c74]
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Marcus Rüb, Axel Sikora, Daniel Mueller-Gritschneder:
Advancing On-Device Neural Network Training with TinyPropv2: Dynamic, Sparse, and Efficient Backpropagation. IJCNN 2024: 1-8
[c73]
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Alexander Hoffman, Ulf Schlichtmann, Daniel Mueller-Gritschneder:
MuNAS: TinyML Network Architecture Search Using Goal Attainment and Reinforcement Learning. MECO 2024: 1-8
[c72]
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Pierpaolo Morì, Lukas Frickenstein, Shambhavi Balamuthu Sampath, Moritz Thoma, Nael Fasfous, Manoj Rohit Vemparala, Alexander Frickenstein, Christian Unger, Walter Stechele, Daniel Mueller-Gritschneder, Claudio Passerone:
Wino Vidi Vici: Conquering Numerical Instability of 8-bit Winograd Convolution for Accurate Inference Acceleration on Edge. WACV 2024: 53-62
[i8]
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  - journals/corr/abs-2409-07109
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Marcus Rüb, Axel Sikora, Daniel Mueller-Gritschneder:
Advancing On-Device Neural Network Training with TinyPropv2: Dynamic, Sparse, and Efficient Backpropagation. CoRR abs/2409.07109 (2024)
[i7]
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  - journals/corr/abs-2409-07114
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Marcus Rüb, Philipp Tuchel, Axel Sikora, Daniel Mueller-Gritschneder:
A Continual and Incremental Learning Approach for TinyML On-device Training Using Dataset Distillation and Model Size Adaption. CoRR abs/2409.07114 (2024)
[i6]
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  - journals/corr/abs-2409-20255
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Nikolai Körber, Eduard Kromer, Andreas Siebert, Sascha Hauke, Daniel Mueller-Gritschneder, Björn W. Schuller:
PerCo (SD): Open Perceptual Compression. CoRR abs/2409.20255 (2024)
2023
[j17]
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  - journals/sncs/HaxelVBBBSGM23
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Frederik Haxel, Alexander Viehl, Michael Benkel, Bjoern Beyreuther, Klaus Birken, Rolf Schmedes, Kim Grüttner, Daniel Mueller-Gritschneder:
The Universal Safety Format in Action: Tool Integration and Practical Application. SN Comput. Sci. 4(2): 151 (2023)
[c71]
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  - conf/aspdac/GeierAMSS23
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Johannes Geier, Lukas Auer, Daniel Mueller-Gritschneder, Uzair Sharif, Ulf Schlichtmann:
CompaSeC: A Compiler-Assisted Security Countermeasure to Address Instruction Skip Fault Attacks on RISC-V. ASP-DAC 2023: 676-682
[c70]
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Johannes Geier, Daniel Mueller-Gritschneder:
vRTLmod: An LLVM based Open-source Tool to Enable Fault Injection in Verilator RTL Simulations. CF 2023: 387-388
[c69]
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  - conf/codai/AhmadifarsaniSK23
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Samira Ahmadifarsani, Rafael Stahl, Philipp van Kempen, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
Towards Rapid Exploration of Heterogeneous TinyML Systems using Virtual Platforms and TVM's UMA. CODAI 2023: 6-10
[c68]
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Philipp van Kempen, Rafael Stahl, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
MLonMCU: TinyML Benchmarking with Fast Retargeting. CODAI 2023: 32-36
[c67]
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Marcel Mettler, Martin Rapp, Heba Khdr, Daniel Mueller-Gritschneder, Jörg Henkel, Ulf Schlichtmann:
Extended Abstract: Monitoring-based Thermal Management for Mixed-Criticality Systems. DATE 2023: 1-2
[c66]
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Uzair Sharif, Daniel Mueller-Gritschneder, Rafael Stahl, Ulf Schlichtmann:
Efficient Software-Implemented HW Fault Tolerance for TinyML Inference in Safety-critical Applications. DATE 2023: 1-6
[c65]
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  - conf/ecrts/SaeedHDZMSG023
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Ahsan Saeed, Denis Hoornaert, Dakshina Dasari, Dirk Ziegenbein, Daniel Mueller-Gritschneder, Ulf Schlichtmann, Andreas Gerstlauer, Renato Mancuso:
Memory Latency Distribution-Driven Regulation for Temporal Isolation in MPSoCs. ECRTS 2023: 4:1-4:23
[c64]
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Marcel Mettler, Martin Rapp, Heba Khdr, Daniel Mueller-Gritschneder, Jörg Henkel, Ulf Schlichtmann:
MonTM: Monitoring-Based Thermal Management for Mixed-Criticality Systems. PARMA-DITAM 2023: 5:1-5:12
[c63]
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Johannes Kappes, Robert Kunzelmann, Karsten Emrich, Conrad Foik, Daniel Mueller-Gritschneder, Wolfgang Ecker:
Effective Processor Model Generation from Instruction Set Simulator to Hardware Design. NorCAS 2023: 1-7
[i5]
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  - journals/corr/abs-2303-17878
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Rafael Stahl, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
Fused Depthwise Tiling for Memory Optimization in TinyML Deep Neural Network Inference. CoRR abs/2303.17878 (2023)
[i4]
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  - journals/corr/abs-2306-08951
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Philipp van Kempen, Rafael Stahl, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
MLonMCU: TinyML Benchmarking with Fast Retargeting. CoRR abs/2306.08951 (2023)
[i3]
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  - journals/corr/abs-2308-09201
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Marcus Rüb, Daniel Maier, Daniel Mueller-Gritschneder, Axel Sikora:
TinyProp - Adaptive Sparse Backpropagation for Efficient TinyML On-device Learning. CoRR abs/2308.09201 (2023)
[i2]
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  - journals/corr/abs-2309-03244
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Nikolai Körber, Eduard Kromer, Andreas Siebert, Sascha Hauke, Daniel Mueller-Gritschneder:
EGIC: Enhanced Low-Bit-Rate Generative Image Compression Guided by Semantic Segmentation. CoRR abs/2309.03244 (2023)
2022
[j16]
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  - journals/taco/MettlerRKMHS22
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Marcel Mettler, Martin Rapp, Heba Khdr, Daniel Mueller-Gritschneder, Jörg Henkel, Ulf Schlichtmann:
An FPGA-based Approach to Evaluate Thermal and Resource Management Strategies of Many-core Processors. ACM Trans. Archit. Code Optim. 19(3): 31:1-31:24 (2022)
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  - conf/cbc/PircherGDMW22
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Sabine Pircher, Johannes Geier, Julian Danner, Daniel Mueller-Gritschneder, Antonia Wachter-Zeh:
Key-Recovery Fault Injection Attack on the Classic McEliece KEM. CBCrypto 2022: 37-61
[c61]
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  - conf/date/EckerAMHKHDAWMS22
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Wolfgang Ecker, Peer Adelt, Wolfgang Müller, Reinhold Heckmann, Milos Krstic, Vladimir Herdt, Rolf Drechsler, Gerhard Angst, Ralf Wimmer, Andreas Mauderer, Rafael Stahl, Karsten Emrich, Daniel Mueller-Gritschneder, Bernd Becker, Philipp Scholl, Eyck Jentzsch, Jan Schlamelcher, Kim Grüttner, Paul Palomero Bernardo, Oliver Bringmann, Mihaela Damian, Julian Oppermann, Andreas Koch, Jörg Bormann, Johannes Partzsch, Christian Mayr, Wolfgang Kunz:
The Scale4Edge RISC-V Ecosystem. DATE 2022: 808-813
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Conrad Foik, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
CorePerfDSL: A Flexible Processor Description Language for Software Performance Simulation. FDL 2022: 1-8
[c59]
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Uzair Sharif, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
COMPAS: Compiler-assisted Software-implemented Hardware Fault Tolerance for RISC-V. MECO 2022: 1-4
[c58]
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  - conf/modelsward/HaxelVBBBSGM22
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Frederik Haxel, Alexander Viehl, Michael Benkel, Bjoern Beyreuther, Klaus Birken, Rolf Schmedes, Kim Grüttner, Daniel Mueller-Gritschneder:
Universal Safety Format: Automated Safety Software Generation. MODELSWARD 2022: 155-166
[c57]
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Ahsan Saeed, Dakshina Dasari, Dirk Ziegenbein, Varun Rajasekaran, Falk Rehm, Michael Pressler, Arne Hamann, Daniel Mueller-Gritschneder, Andreas Gerstlauer, Ulf Schlichtmann:
Memory Utilization-Based Dynamic Bandwidth Regulation for Temporal Isolation in Multi-Cores. RTAS 2022: 133-145
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Sabine Pircher, Johannes Geier, Julian Danner, Daniel Mueller-Gritschneder, Antonia Wachter-Zeh:
Key-Recovery Fault Injection Attack on the Classic McEliece KEM. IACR Cryptol. ePrint Arch. 2022: 1529 (2022)
2021
[j15]
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Rafael Stahl, Alexander Hoffman, Daniel Mueller-Gritschneder, Andreas Gerstlauer, Ulf Schlichtmann:
DeeperThings: Fully Distributed CNN Inference on Resource-Constrained Edge Devices. Int. J. Parallel Program. 49(4): 600-624 (2021)
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Marcel Mettler, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
A Distributed Hardware Monitoring System for Runtime Verification on Multi-Tile MPSoCs. ACM Trans. Archit. Code Optim. 18(1): 8:1-8:25 (2021)
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Uzair Sharif, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
REPAIR: Control Flow Protection based on Register Pairing Updates for SW-Implemented HW Fault Tolerance. ACM Trans. Embed. Comput. Syst. 20(5s): 70:1-70:22 (2021)
[c56]
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Oliver Bringmann, Wolfgang Ecker, Ingo Feldner, Adrian Frischknecht, Christoph Gerum, Timo Hämäläinen, Muhammad Abdullah Hanif, Michael J. Klaiber, Daniel Mueller-Gritschneder, Paul Palomero Bernardo, Sebastian Siegfried Prebeck, Muhammad Shafique:
Automated HW/SW co-design for edge AI: state, challenges and steps ahead. CODES+ISSS 2021: 11-20
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Nikolai Körber, Andreas Siebert, Sascha Hauke, Daniel Mueller-Gritschneder:
Tiny Generative Image Compression for Bandwidth-Constrained Sensor Applications. ICMLA 2021: 564-569
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Sabine Pircher, Johannes Geier, Alexander Zeh, Daniel Mueller-Gritschneder:
Exploring the RISC-V Vector Extension for the Classic McEliece Post-Quantum Cryptosystem. ISQED 2021: 401-407
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Ahsan Saeed, Daniel Mueller-Gritschneder, Falk Rehm, Arne Hamann, Dirk Ziegenbein, Ulf Schlichtmann, Andreas Gerstlauer:
Learning based Memory Interference Prediction for Co-running Applications on Multi-Cores. MLCAD 2021: 1-6
2020
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Rafael Stahl, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
Driver Generation for IoT Nodes With Optimization of the Hardware/Software Interface. IEEE Embed. Syst. Lett. 12(2): 66-69 (2020)
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Yong Hu, Marcel Mettler, Daniel Mueller-Gritschneder, Thomas Wild, Andreas Herkersdorf, Ulf Schlichtmann:
Machine Learning Approaches for Efficient Design Space Exploration of Application-Specific NoCs. ACM Trans. Design Autom. Electr. Syst. 25(5): 44:1-44:27 (2020)
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Uzair Sharif, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
Investigating the Inherent Soft Error Resilience of Embedded Applications by Full-System Simulation. ASP-DAC 2020: 80-84
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Frederik Funk, Thorsten Bucksch, Daniel Mueller-Gritschneder:
ML Training on a Tiny Microcontroller for a Self-adaptive Neural Network-Based DC Motor Speed Controller. IoT Streams/ITEM@PKDD/ECML 2020: 268-279
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Marcel Mettler, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
Runtime Monitoring of Inter- and Intra-Thread Requirements on Embedded MPSoCs. VLSID 2020: 49-54

2010 – 2019

see FAQ

What is the meaning of the colors in the publication lists?

2019
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Thomas Zimmermann, Mathias Mora, Sebastian Steinhorst, Daniel Mueller-Gritschneder, Andreas Jossen:
Analysis of Dissipative Losses in Modular Reconfigurable Energy Storage Systems Using SystemC TLM and SystemC-AMS. ACM Trans. Design Autom. Electr. Syst. 24(4): 40:1-40:33 (2019)
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Petra R. Kleeberger, Juana Rivera, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
SeRoHAL: generation of selectively robust hardware abstraction layers for efficient protection of mixed-criticality systems. ASP-DAC 2019: 33-38
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Michael Schwarz, Raphael Stahl, Daniel Müller-Gritschneder, Ulf Schlichtmann, Dominik Stoffel, Wolfgang Kunz:
ACCESS: HW/SW Co-Equivalence Checking for Firmware Optimization. DAC 2019: 187
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Eric Cheng, Daniel Mueller-Gritschneder, Jacob A. Abraham, Pradip Bose, Alper Buyuktosunoglu, Deming Chen, Hyungmin Cho, Yanjing Li, Uzair Sharif, Kevin Skadron, Mircea Stan, Ulf Schlichtmann, Subhasish Mitra:
Cross-Layer Resilience: Challenges, Insights, and the Road Ahead. DAC 2019: 198
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Tim Fritzmann, Uzair Sharif, Daniel Müller-Gritschneder, Cezar Reinbrecht, Ulf Schlichtmann, Johanna Sepúlveda:
Towards Reliable and Secure Post-Quantum Co-Processors based on RISC-V. DATE 2019: 1148-1153
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Alexandra Listl, Daniel Mueller-Gritschneder, Ulf Schlichtmann, Sani R. Nassif:
SRAM Design Exploration with Integrated Application-Aware Aging Analysis. DATE 2019: 1249-1252
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Alexandra Listl, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
MAGIC: A Wear-leveling Circuitry to Mitigate Aging Effects in Sense Amplifiers of SRAMs. NEWCAS 2019: 1-4
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Saman Payvar, Esko Pekkarinen, Rafael Stahl, Daniel Mueller-Gritschneder, Timo D. Hämäläinen:
Instruction Extension of a RISC-V Processor Modeled with IP-XACT. NORCAS 2019: 1-5
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Rafael Stahl, Zhuoran Zhao, Daniel Mueller-Gritschneder, Andreas Gerstlauer, Ulf Schlichtmann:
Fully Distributed Deep Learning Inference on Resource-Constrained Edge Devices. SAMOS 2019: 77-90
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Saman Payvar, Mir Khan, Rafael Stahl, Daniel Mueller-Gritschneder, Jani Boutellier:
Neural Network-based Vehicle Image Classification for IoT Devices. SiPS 2019: 148-153
2018
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Petra R. Maier, Veit B. Kleeberger, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
Fault Injection for Test-Driven Development of Robust SoC Firmware. ACM Trans. Embed. Comput. Syst. 17(1): 19:1-19:26 (2018)
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Munish Jassi, Yong Hu, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
Graph-Grammar-Based IP-Integration (GRIP) - An EDA Tool for Software-Defined SoCs. ACM Trans. Design Autom. Electr. Syst. 23(3): 40:1-40:26 (2018)
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Daniel Mueller-Gritschneder, Martin Dittrich, Josef Weinzierl, Eric Cheng, Subhasish Mitra, Ulf Schlichtmann:
ETISS-ML: A multi-level instruction set simulator with RTL-level fault injection support for the evaluation of cross-layer resiliency techniques. DATE 2018: 609-612
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Saurav Kumar Ghosh, Soumyajit Dey, Dip Goswami, Daniel Mueller-Gritschneder, Samarjit Chakraborty:
Design and validation of fault-tolerant embedded controllers. DATE 2018: 1283-1288
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Rafael Stahl, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
Automated Redirection of Hardware Accesses for Host-Compiled Software Simulation. FDL 2018: 5-16
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Yong Hu, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
Wavefront-MCTS: multi-objective design space exploration of NoC architectures based on Monte Carlo tree search. ICCAD 2018: 102
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Daniel Mueller-Gritschneder, Uzair Sharif, Ulf Schlichtmann:
Performance and accuracy in soft-error resilience evaluation using the multi-level processor simulator ETISS-ML. ICCAD 2018: 127
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Petra R. Maier, Uzair Sharif, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
Efficient Fault Injection for Embedded Systems: As Fast as Possible but as Accurate as Necessary. IOLTS 2018: 119-122
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Alexandra Listl, Daniel Mueller-Gritschneder, Fabian Kluge, Ulf Schlichtmann:
Emulation of an ASIC Power, Temperature and Aging Monitor System for FPGA Prototyping. IOLTS 2018: 220-225
2017
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Yong Hu, Daniel Müller-Gritschneder, Ulf Schlichtmann:
Model-based framework for networks-on-chip design space exploration. AISTECS@HiPEAC 2017: 32-35
[c32]
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Daniel Mueller-Gritschneder, Keerthikumara Devarajegowda, Martin Dittrich, Wolfgang Ecker, Marc Greim, Ulf Schlichtmann:
The extendable translating instruction set simulator (ETISS) interlinked with an MDA framework for fast RISC prototyping. RSP 2017: 79-84
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Daniel Mueller-Gritschneder, Andreas Gerstlauer:
Host-Compiled Simulation. Handbook of Hardware/Software Codesign 2017: 593-619
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Sören Sonntag, José Manuel García Carrasco, José Luis Abellán Miguel, Daniel Müller-Gritschneder:
Proceedings of the 2nd International Workshop on Advanced Interconnect Solutions and Technologies for Emerging Computing Systems, AISTECS@HiPEAC 2017, Stockholm, Sweden, January 25, 2017. ACM 2017, ISBN 978-1-4503-5226-0 [contents]
2016
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Petra R. Maier, Veit Kleeberger, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
Fault injection at host-compiled level with static fault set reduction for SoC firmware robustness testing. CODES+ISSS 2016: 18:1-18:10
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Munish Jassi, Uzair Sharif, Daniel Müller-Gritschneder, Ulf Schlichtmann:
Hardware-Accelerated Software Library Drivers Generation for IP-Centric SoC Designs. ACM Great Lakes Symposium on VLSI 2016: 287-292
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Daniel Mueller-Gritschneder, Marc Greim, Ulf Schlichtmann:
Safety evaluation based on virtual prototypes: Fault injection with multi-level processor models. ISIC 2016: 1-2
2015
[j7]
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Michael Glaß, Hananeh Aliee, Liang Chen, Mojtaba Ebrahimi, Faramarz Khosravi, Veit B. Kleeberger, Alexandra Listl, Daniel Müller-Gritschneder, Fabian Oboril, Ulf Schlichtmann, Mehdi Baradaran Tahoori, Jürgen Teich, Norbert Wehn, Christian Weis:
Application-aware cross-layer reliability analysis and optimization. it Inf. Technol. 57(3): 159-169 (2015)
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Munish Jassi, Daniel Müller-Gritschneder, Ulf Schlichtmann:
GRIP: grammar-based IP integration and packaging for acceleration-rich SoC designs. DAC 2015: 46:1-46:6
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Oliver Bringmann, Wolfgang Ecker, Andreas Gerstlauer, Ajay Goyal, Daniel Mueller-Gritschneder, Prasanth Sasidharan, Simranjit Singh:
The next generation of virtual prototyping: ultra-fast yet accurate simulation of HW/SW systems. DATE 2015: 1698-1707
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Yong Hu, Daniel Müller-Gritschneder, Martha Johanna Sepúlveda, Guy Gogniat, Ulf Schlichtmann:
Automatic ILP-based Firewall Insertion for Secure Application-Specific Networks-on-Chip. INA-OCMC@HiPEAC 2015: 9-12
2014
[j6]
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Andreas Herkersdorf, Hananeh Aliee, Michael Engel, Michael Glaß, Christina Gimmler-Dumont, Jörg Henkel, Veit Kleeberger, Michael A. Kochte, Johannes Maximilian Kühn, Daniel Mueller-Gritschneder, Sani R. Nassif, Holm Rauchfuss, Wolfgang Rosenstiel, Ulf Schlichtmann, Muhammad Shafique, Mehdi Baradaran Tahoori, Jürgen Teich, Norbert Wehn, Christian Weis, Hans-Joachim Wunderlich:
Resilience Articulation Point (RAP): Cross-layer dependability modeling for nanometer system-on-chip resilience. Microelectron. Reliab. 54(6-7): 1066-1074 (2014)
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Vladimir Todorov, Daniel Mueller-Gritschneder, Helmut Reinig, Ulf Schlichtmann:
Deterministic Synthesis of Hybrid Application-Specific Network-on-Chip Topologies. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 33(10): 1503-1516 (2014)
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Jan-Hendrik Oetjens, Nico Bannow, Markus Becker, Oliver Bringmann, Andreas Burger, Moomen Chaari, Samarjit Chakraborty, Rolf Drechsler, Wolfgang Ecker, Kim Grüttner, Thomas Kruse, Christoph Kuznik, Hoang Minh Le, Andreas Mauderer, Wolfgang Müller, Daniel Müller-Gritschneder, Frank Poppen, Hendrik Post, Sebastian Reiter, Wolfgang Rosenstiel, S. Roth, Ulf Schlichtmann, Andreas von Schwerin, Bogdan-Andrei Tabacaru, Alexander Viehl:
Safety Evaluation of Automotive Electronics Using Virtual Prototypes: State of the Art and Research Challenges. DAC 2014: 113:1-113:6
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Daniel Mueller-Gritschneder, Petra R. Maier, Marc Greim, Ulf Schlichtmann:
System C-based multi-level error injection for the evaluation of fault-tolerant systems. ISIC 2014: 460-463
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Dip Goswami, Daniel Mueller-Gritschneder, Twan Basten, Ulf Schlichtmann, Samarjit Chakraborty:
Fault-tolerant embedded control systems for unreliable hardware. ISIC 2014: 464-467
2013
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Veit Kleeberger, Christina Gimmler-Dumont, Christian Weis, Andreas Herkersdorf, Daniel Mueller-Gritschneder, Sani R. Nassif, Ulf Schlichtmann, Norbert Wehn:
A Cross-Layer Technology-Based Study of How Memory Errors Impact System Resilience. IEEE Micro 33(4): 46-55 (2013)
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Kun Lu, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
Memory access reconstruction based on memory allocation mechanism for source-level simulation of embedded software. ASP-DAC 2013: 729-734
[c21]
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Kun Lu, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
Fast cache simulation for host-compiled simulation of embedded software. DATE 2013: 637-642
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Kun Lu, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
Analytical timing estimation for temporally decoupled TLMs considering resource conflicts. DATE 2013: 1161-1166
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Daniel Mueller-Gritschneder, Kun Lu, Erik Wallander, Marc Greim, Ulf Schlichtmann:
A virtual prototyping platform for real-time systems with a case study for a two-wheeled robot. DATE 2013: 1331-1334
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Vladimir Todorov, Daniel Mueller-Gritschneder, Helmut Reinig, Ulf Schlichtmann:
A spectral clustering approach to application-specific network-on-chip synthesis. DATE 2013: 1783-1788
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Veit Kleeberger, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
Technology-aware system failure analysis in the presence of soft errors by Mixture Importance Sampling. DFTS 2013: 118-124
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Amit Verma, Pritpal S. Multani, Daniel Mueller-Gritschneder, Vladimir Todorov, Ulf Schlichtmann:
A greedy approach for latency-bounded deadlock-free routing path allocation for application-specific NoCs. NOCS 2013: 1-7
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Carsten Uphoff, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
Application of Dempster-Shafer Theory to task mapping under epistemic uncertainty. SysCon 2013: 536-541
2012
[c14]
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Kun Lu, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
Accurately timed transaction level models for virtual prototyping at high abstraction level. DATE 2012: 135-140
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Vladimir Todorov, Daniel Mueller-Gritschneder, Helmut Reinig, Ulf Schlichtmann:
Automated construction of a cycle-approximate transaction level model of a memory controller. DATE 2012: 1066-1071
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Kun Lu, Daniel Müller-Gritschneder, Ulf Schlichtmann:
Hierarchical control flow matching for source-level simulation of embedded software. ISSoC 2012: 1-5
2011
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Daniel Mueller-Gritschneder, Kun Lu, Ulf Schlichtmann:
Control-Flow-Driven Source Level Timing Annotation for Embedded Software Models on Transaction Level. DSD 2011: 600-607
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Kun Lu, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
Removal of unnecessary context switches from the systemc simulation kernel for fast VP simulation. ICSAMOS 2011: 150-156
2010
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Daniel Mueller-Gritschneder, Helmut Graeb:
Computation of yield-optimized Pareto fronts for analog integrated circuit specifications. DATE 2010: 1088-1093

2000 – 2009

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2009
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Helmut Graeb, Daniel Mueller-Gritschneder, Ulf Schlichtmann:
Pareto optimization of analog circuits considering variability. Int. J. Circuit Theory Appl. 37(2): 283-299 (2009)
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Daniel Mueller-Gritschneder, Helmut E. Graeb, Ulf Schlichtmann:
A Successive Approach to Compute the Bounded Pareto Front of Practical Multiobjective Optimization Problems. SIAM J. Optim. 20(2): 915-934 (2009)
2007
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Jun Zou, Helmut Graeb, Daniel Mueller, Ulf Schlichtmann:
Optimization of SC ΣΔ modulators based on worst-case-aware Pareto-optimal fronts. CICC 2007: 607-610
[c7]
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Daniel Mueller, Helmut E. Graeb, Ulf Schlichtmann:
Trade-off design of analog circuits using goal attainment and "Wave Front" sequential quadratic programming. DATE 2007: 75-80
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Helmut Graeb, Daniel Mueller, Ulf Schlichtmann:
Pareto optimization of analog circuits considering variability. ECCTD 2007: 28-31
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Jun Zou, Daniel Mueller, Helmut E. Graeb, Ulf Schlichtmann:
Pareto-Front Computation and Automatic Sizing of CPPLLs. ISQED 2007: 481-486
2006
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Jun Zou, Daniel Mueller, Helmut E. Graeb, Ulf Schlichtmann:
A CPPLL hierarchical optimization methodology considering jitter, power and locking time. DAC 2006: 19-24
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Daniel Mueller, Guido Stehr, Helmut E. Graeb, Ulf Schlichtmann:
Fast evaluation of analog circuit structures by polytopal approximations. ISCAS 2006
2005
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Daniel Mueller, Guido Stehr, Helmut E. Graeb, Ulf Schlichtmann:
Deterministic approaches to analog performance space exploration (PSE). DAC 2005: 869-874
[c1]
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Daniel Mueller, Guido Stehr, Helmut E. Graeb, Ulf Schlichtmann:
Eigenschaftsraumexploration bei der hierarchischen Dimensionierung analoger integrierter Schaltungen. GI Jahrestagung (1) 2005: 334-338
2004
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Florian Krug, Daniel Mueller, Peter Russer:
Signal processing strategies with the TDEMI measurement system. IEEE Trans. Instrum. Meas. 53(5): 1402-1408 (2004)

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