Axel Jantsch

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 100

Top Venues

Publications

Muhammad Noman Sohail, Adeel Anjum, Iftikhar Ahmed Saeed, Madiha Haider Syed, Axel Jantsch, Semeen Rehman
Optimizing Industrial IoT Data Security Through Blockchain-Enabled Incentive-Driven Game Theoretic Approach for Data Sharing. IEEE Access 12 (2024)
Axel Jantsch, Swaroop Ghosh, Ümit Y. Ogras, Pascal Meinerzhagen
ISLPED 2023: International Symposium on Low-Power Electronics and Design. IEEE Des. Test 41 (1) (2024)
Matthias Wess, Daniel Schnöll, Dominik Dallinger, Matthias Bittner, Axel Jantsch
Conformal Prediction Based Confidence for Latency Estimation of DNN Accelerators: A Black-Box Approach. IEEE Access 12 (2024)
Matthias Wess, Dominik Dallinger, Daniel Schnöll, Matthias Bittner, Maximilian Götzinger, Axel Jantsch
Energy Profiling of DNN Accelerators. DSD (2023)
Isaac Sánchez Leal, Eiraj Saqib, Irida Shallari, Axel Jantsch, Silvia Krug, Mattias O'Nils
Waist Tightening of CNNs: A Case study on Tiny YOLOv3 for Distributed IoT Implementations. CPS-IoT Week Workshops (2023)
Matthias Bittner, Daniel Hauer, Christian Stippel, Katharina Scheucher, Robin Sudhoff, Axel Jantsch
Forecasting Critical Overloads based on Heterogeneous Smart Grid Simulation. ICMLA (2023)
Sofia Maragkou, Axel Jantsch
Information Flow Tracking Methods for Protecting Cyber-Physical Systems against Hardware Trojans - a Survey. CoRR (2023)
David Breuss, Maximilian Götzinger, Jenny Vuong, Clemens Reisner, Axel Jantsch
VADAR: A Vision-based Anomaly Detection Algorithm for Railroads. DSD (2023)
Thomas Kotrba, Martin Lechner, Omair Sarwar, Axel Jantsch
Multispectral Feature Fusion for Deep Object Detection on Embedded NVIDIA Platforms. DATE (2023)
Lukas Esterle, Nikil D. Dutt, Christian Gruhl, Peter R. Lewis, Lucio Marcenaro, Carlo S. Regazzoni, Axel Jantsch
Self-awareness in Cyber-Physical Systems: Recent Developments and Open Challenges. DATE (2023)
Eiraj Saqib, Isaac Sánchez Leal, Irida Shallari, Axel Jantsch, Silvia Krug, Mattias O'Nils
Optimizing the IoT Performance: A Case Study on Pruning a Distributed CNN. SAS (2023)
Daniel Schnöll, Matthias Wess, Matthias Bittner, Maximilian Götzinger, Axel Jantsch
Fast, Quantization Aware DNN Training for Efficient HW Implementation. DSD (2023)
Martin Lechner, Lukas Steindl, Axel Jantsch
Study of DNN-Based Ragweed Detection from Drones. SAMOS (2022)
Nahla A. El-Araby, Axel Jantsch
Reliable Power Efficient Systems through Run-time Reconfiguration. NEWCAS (2022)
Adam Lundström, Mattias O'Nils, Faisal Z. Qureshi, Axel Jantsch
Improving Deep Learning Based Anomaly Detection on Multivariate Time Series Through Separated Anomaly Scoring. IEEE Access 10 (2022)
Nahla A. El-Araby, David Frismuth, Nilson Neves Filho, Axel Jantsch
Run Time Power and Accuracy Management with Approximate Circuits. VLSI-SoC (2022)
Maryna Kolisnyk, Axel Jantsch, Iryna Piskachova
Markov Model for Availability Assessment of PLC in Industrial IoT Considering Subsystems Failures. DESSERT (2022)
Mojtaba Valinataj, Axel Jantsch
Hierarchical multipliers: A framework for high-speed multiple error detecting architectures. Microelectron. J. 125 (2022)
Nima Taherinejad, Andreas Herkersdorf, Axel Jantsch
Autonomous Systems, Trust, and Guarantees. IEEE Des. Test 39 (1) (2022)
Maximilian Götzinger, Arman Anzanpour, Iman Azimi, Nima TaheriNejad, Axel Jantsch, Amir M. Rahmani, Pasi Liljeberg
Confidence-Enhanced Early Warning Score Based on Fuzzy Logic. Mob. Networks Appl. 27 (2) (2022)
Amid Mozelli, Nima Taherinejad, Axel Jantsch
A Study on Confidence: An Unsupervised Multiagent Machine Learning Experiment. IEEE Des. Test 39 (3) (2022)
Marcelo Ruaro, Anderson Camargo Sant'Ana, Axel Jantsch, Fernando Gehm Moraes
Modular and Distributed Management of Many-Core SoCs. ACM Trans. Comput. Syst. 38 (1-2) (2021)
Yassmeen Elderhalli, Nahla A. El-Araby, Osman Hasan, Axel Jantsch, Sofiène Tahar
Dynamic Fault Tree Models for FPGA Fault Tolerance and Reliability. ISVLSI (2021)
Matthias Wess, Matvey Ivanov, Anvesh Nookala, Christoph Unger, Alexander Wendt, Axel Jantsch
ANNETTE: Accurate Neural Network Execution Time Estimation with Stacked Models. CoRR (2021)
Matthias Wess, Matvey Ivanov, Christoph Unger, Anvesh Nookala, Alexander Wendt, Axel Jantsch
ANNETTE: Accurate Neural Network Execution Time Estimation With Stacked Models. IEEE Access 9 (2021)
Irida Shallari, Isaac Sánchez Leal, Silvia Krug, Axel Jantsch, Mattias O'Nils
Design Space Exploration for an IoT Node: Trade-Offs in Processing and Communication. IEEE Access 9 (2021)
Alessio Colucci, Dávid Juhász, Martin Mosbeck, Alberto Marchisio, Semeen Rehman, Manfred Kreutzer, Günther Nadbath, Axel Jantsch, Muhammad Shafique
MLComp: A Methodology for Machine Learning-based Performance Estimation and Adaptive Selection of Pareto-Optimal Compiler Optimization Sequences. DATE (2021)
Bernhard Haas, Alexander Wendt, Axel Jantsch, Matthias Wess
Neural Network Compression Through Shunt Connections and Knowledge Distillation for Semantic Segmentation Problems. AIAI (2021)
Friedrich Bauer, Felix Braun, Daniel Hauer, Axel Jantsch, Markus D. Kobelrausch, Martin Mosbeck, Nima Taherinejad, Philipp-Sebastian Vogt
MELODI: An Online Platform for Mass Education of Digital Design - HDL to Remote FPGA. FPL (2021)
Martin Lechner, Axel Jantsch
Blackthorn: Latency Estimation Framework for CNNs on Embedded Nvidia Platforms. IEEE Access 9 (2021)
Daniel Hauer, Maximilian Götzinger, Axel Jantsch, Florian Kintzler
Context Aware Monitoring for Smart Grids. ISIE (2021)
Maximilian Götzinger, Dávid Juhász, Nima Taherinejad, Edwin Willegger, Benedikt Tutzer, Pasi Liljeberg, Axel Jantsch, Amir M. Rahmani
RoSA: A Framework for Modeling Self-Awareness in Cyber-Physical Systems. IEEE Access 8 (2020)
Daniel Hauer, Denise Ratasich, Lukas Krammer, Axel Jantsch
A Methodology for Resilient Control and Monitoring in Smart Grids. ICIT (2020)
Santiago Pagani, Sai Manoj P. D., Axel Jantsch, Jörg Henkel
Machine Learning for Power, Energy, and Thermal Management on Multicore Processors: A Survey. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (1) (2020)
Henry Hoffmann, Axel Jantsch, Nikil D. Dutt
Embodied Self-Aware Computing Systems. Proc. IEEE 108 (7) (2020)
Alexander Wendt, Stefan Kollmann, Aleksey Bratukhin, Alireza Estaji, Thilo Sauter, Axel Jantsch
Cognitive Architectures for Process Monitoring - an Analysis. INDIN (2020)
Axel Jantsch, Peter R. Lewis, Nikil D. Dutt
Introduction to the Special Issue on Self-Aware Cyber-physical Systems. ACM Trans. Cyber Phys. Syst. 4 (4) (2020)
Alessio Colucci, Dávid Juhász, Martin Mosbeck, Alberto Marchisio, Semeen Rehman, Manfred Kreutzer, Guenther Nadbath, Axel Jantsch, Muhammad Shafique
MLComp: A Methodology for Machine Learning-based Performance Estimation and Adaptive Selection of Pareto-Optimal Compiler Optimization Sequences. CoRR (2020)
David Bechtold, Alexander Wendt, Axel Jantsch
Evaluation of Reinforcement Learning Methods for a Self-learning System. ICAART (2) (2020)
Kirstie L. Bellman, Christopher Landauer, Nikil D. Dutt, Lukas Esterle, Andreas Herkersdorf, Axel Jantsch, Nima Taherinejad, Peter R. Lewis, Marco Platzner, Kalle Tammemäe
Self-aware Cyber-Physical Systems. ACM Trans. Cyber Phys. Syst. 4 (4) (2020)
Bryan Donyanavard, Amir M. Rahmani, Axel Jantsch, Onur Mutlu, Nikil D. Dutt
Intelligent Management of Mobile Systems through Computational Self-Awareness. CoRR (2020)
Arman Anzanpour, Humayun Rashid, Amir M. Rahmani, Axel Jantsch, Nikil D. Dutt, Pasi Liljeberg
Energy-efficient and Reliable Wearable Internet-of-Things through Fog-Assisted Dynamic Goal Management. ANT/EDI40 (2019)
Nima Taherinejad, Axel Jantsch
Improved Machine Learning using Confidence. CCECE (2019)
Junshi Wang, Masoumeh Ebrahimi, Letian Huang, Xuan Xie, Qiang Li, Guangjun Li, Axel Jantsch
Efficient Design-for-Test Approach for Networks-on-Chip. IEEE Trans. Computers 68 (2) (2019)
Maximilian Götzinger, Nima Taherinejad, Hedyeh A. Kholerdi, Axel Jantsch, Edwin Willegger, Thomas Glatzl, Amir M. Rahmani, Thilo Sauter, Pasi Liljeberg
Model-free condition monitoring with confidence. Int. J. Comput. Integr. Manuf. 32 (4-5) (2019)
Marcelo Ruaro, Nedison Velloso, Axel Jantsch, Fernando Gehm Moraes
Distributed SDN architecture for NoC-based many-core SoCs. NOCS (2019)
Antonio Miele, Anil Kanduri, Kasra Moazzemi, Dávid Juhász, Amir-Mohammad Rahmani, Nikil D. Dutt, Pasi Liljeberg, Axel Jantsch
On-Chip Dynamic Resource Management. Found. Trends Electron. Des. Autom. 13 (1-2) (2019)
Nima Taherinejad, Peter R. Lewis, Axel Jantsch, Amir M. Rahmani, Lukas Esterle
Resource Constrained Self-Aware Cyber-Physical Systems (Tutorial). FAS*W@SASO/ICAC (2019)
Elham Shamsa, Anil Kanduri, Amir M. Rahmani, Pasi Liljeberg, Axel Jantsch, Nikil D. Dutt
Goal-Driven Autonomy for Efficient On-chip Resource Management: Transforming Objectives to Goals. DATE (2019)
Axel Jantsch
Towards a Formal Model of Recursive Self-Reflection. ASD@DATE (2019)
Imran Hafeez Abbassi, Faiq Khalid, Semeen Rehman, Awais Mehmood Kamboh, Axel Jantsch, Siddharth Garg, Muhammad Shafique
TrojanZero: Switching Activity-Aware Design of Undetectable Hardware Trojans with Zero Power and Area Footprint. DATE (2019)
Sina Shahhosseini, Iman Azimi, Arman Anzanpour, Axel Jantsch, Pasi Liljeberg, Nikil D. Dutt, Amir M. Rahmani
Dynamic Computation Migration at the Edge: Is There an Optimal Choice? ACM Great Lakes Symposium on VLSI (2019)
Marcelo Ruaro, Axel Jantsch, Fernando Gehm Moraes
Self-Adaptive QoS Management of Computation and Communication Resources in Many-Core SoCs. ACM Trans. Embed. Comput. Syst. 18 (4) (2019)
Muhammad Abdullah Hanif, Muhammad Zuhaib Akbar, Rehan Ahmed, Semeen Rehman, Axel Jantsch, Muhammad Shafique
MemGANs: Memory Management for Energy-Efficient Acceleration of Complex Computations in Hardware Architectures for Generative Adversarial Networks. ISLPED (2019)
Sai Manoj Pudukotai Dinakarrao, Axel Jantsch, Muhammad Shafique
Computer-aided Arrhythmia Diagnosis with Bio-signal Processing: A Survey of Trends and Techniques. ACM Comput. Surv. 52 (2) (2019)
Dávid Juhász, Axel Jantsch
Dynamic Constraints for Mixed-Criticality Systems. COINS (2019)
Martin Lechner, Axel Jantsch, Sai Manoj Pudukotai Dinakarrao
ResCoNN: Resource-Efficient FPGA-Accelerated CNN for Traffic Sign Classification. IGSC (2019)
Axel Jantsch, Arman Anzanpour, Hedyeh A. Kholerdi, Iman Azimi, Lydia C. Siafara, Amir M. Rahmani, Nima Taherinejad, Pasi Liljeberg, Nikil D. Dutt
Hierarchical dynamic goal management for IoT systems. ISQED (2018)
Anil Kanduri, Mohammad Hashem Haghbayan, Amir M. Rahmani, Muhammad Shafique, Axel Jantsch, Pasi Liljeberg
adBoost: Thermal Aware Performance Boosting Through Dark Silicon Patterning. IEEE Trans. Computers 67 (8) (2018)
Sai Manoj Pudukotai Dinakarrao, Axel Jantsch
ADDHard: Arrhythmia Detection with Digital Hardware by Learning ECG Signal. ACM Great Lakes Symposium on VLSI (2018)
Tiago Mück, Bryan Donyanavard, Kasra Moazzemi, Amir M. Rahmani, Axel Jantsch, Nikil D. Dutt
Design Methodology for Responsive and Rrobust MIMO Control of Heterogeneous Multicores. IEEE Trans. Multi Scale Comput. Syst. 4 (4) (2018)
Martin Mosbeck, Daniel Hauer, Axel Jantsch
VELS: VHDL E-Learning System for Automatic Generation and Evaluation of Per-Student Randomized Assignments. NORCAS (2018)
Nikil D. Dutt, Axel Jantsch
Guest Editorial: Special Issue on Self-Aware Systems on Chip. IEEE Des. Test 35 (5) (2018)
Robin Arbaud, David Juhasz, Axel Jantsch
Resource Management for Mixed-Criticality Systems on Multi-core Platforms with Focus on Communication. DSD (2018)
Amir M. Rahmani, Bryan Donyanavard, Tiago Mück, Kasra Moazzemi, Axel Jantsch, Onur Mutlu, Nikil D. Dutt
SPECTR: Formal Supervisory Control and Coordination for Many-core Systems Resource Management. ASPLOS (2018)
Hedyeh A. Kholerdi, Nima Taherinejad, Axel Jantsch
Enhancement of Classification of Small Data Sets Using Self-awareness - An Iris Flower Case-Study. ISCAS (2018)
Elham Shamsa, Anil Kanduri, Amir M. Rahmani, Pasi Liljeberg, Axel Jantsch, Nikil D. Dutt
Goal Formulation: Abstracting Dynamic Objectives for Efficient On-chip Resource Allocation. NORCAS (2018)
Amir M. Rahmani, Axel Jantsch, Nikil D. Dutt
HDGM: Hierarchical Dynamic Goal Management for Many-Core Resource Allocation. IEEE Embed. Syst. Lett. 10 (3) (2018)
Sai Manoj P. D., Axel Jantsch, Muhammad Shafique
SmartDPM: Machine Learning-Based Dynamic Power Management for Multi-Core Microprocessors. J. Low Power Electron. 14 (4) (2018)
Maximilian Götzinger, Edwin Willegger, Nima Taherinejad, Axel Jantsch, Thilo Sauter, Thomas Glatzl, P. Lilieberg
Applicability of Context-Aware Health Monitoring to Hydraulic Circuits. IECON (2018)
Lydia C. Siafara, Hedyeh A. Kholerdi, Aleksey Bratukhin, Nima Taherinejad, Axel Jantsch
SAMBA - an architecture for adaptive cognitive control of distributed Cyber-Physical Production Systems based on its self-awareness. Elektrotech. Informationstechnik 135 (3) (2018)
Matthias Wess, Sai Manoj Pudukotai Dinakarrao, Axel Jantsch
Weighted Quantization-Regularization in DNNs for Weight Memory Minimization Toward HW Implementation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (11) (2018)
Imran Hafeez Abbassi, Faiq Khalid, Semeen Rehman, Awais Mehmood Kamboh, Axel Jantsch, Siddharth Garg, Muhammad Shafique
TrojanZero: Switching Activity-Aware Design of Undetectable Hardware Trojans with Zero Power and Area Footprint. CoRR (2018)
Kasra Moazzemi, Anil Kanduri, David Juhasz, Antonio Miele, Amir M. Rahmani, Pasi Liljeberg, Axel Jantsch, Nikil D. Dutt
Trends in On-chip Dynamic Resource Management. DSD (2018)
Anil Kanduri, Mohammad Hashem Haghbayan, Amir M. Rahmani, Pasi Liljeberg, Axel Jantsch, Hannu Tenhunen, Nikil D. Dutt
Accuracy-Aware Power Management for Many-Core Systems Running Error-Resilient Applications. IEEE Trans. Very Large Scale Integr. Syst. 25 (10) (2017)
Maximilian Gotzinger, Nima Taherinejad, Hedyeh A. Kholerdi, Axel Jantsch
On the design of context-aware health monitoring without a priori knowledge; an AC-Motor case-study. CCECE (2017)
Nikil D. Dutt, Amir M. Rahmani, Axel Jantsch
Empowering autonomy through self-awareness in MPSoCs. NEWCAS (2017)
Mohammad Hashem Haghbayan, Amir M. Rahmani, Pasi Liljeberg, Axel Jantsch, Antonio Miele, Cristiana Bolchini, Hannu Tenhunen
Can Dark Silicon Be Exploited to Prolong System Lifetime? IEEE Des. Test 34 (2) (2017)
Junshi Wang, Letian Huang, Masoumeh Ebrahimi, Qiang Li, Guangjun Li, Axel Jantsch
Non-blocking BIST for continuous reliability monitoring of Networks-on-Chip. ISCAS (2017)
Arman Anzanpour, Iman Azimi, Maximilian Gotzinger, Amir M. Rahmani, Nima Taherinejad, Pasi Liljeberg, Axel Jantsch, Nikil D. Dutt
Self-awareness in remote health monitoring systems using wearable electronics. DATE (2017)
Carna Radojicic, Christoph Grimm, Axel Jantsch, Michael Rathmair
Towards Verification of Uncertain Cyber-Physical Systems. SNR@ETAPS (2017)
Christian Krieg, Clifford Wolf, Axel Jantsch, Tanja Zseby
Toggle MUX: How X-Optimism Can Lead to Malicious Hardware. DAC (2017)
Maximilian Götzinger, Martin Pongratz, Amir-Mohammad Rahmani, Axel Jantsch
Parallelized Flight Path Prediction using a Graphics Processing Unit. VISIGRAPP (6: VISAPP) (2017)
Amir M. Rahmani, Mohammad Hashem Haghbayan, Antonio Miele, Pasi Liljeberg, Axel Jantsch, Hannu Tenhunen
Reliability-Aware Runtime Power Management for Many-Core Systems in the Dark Silicon Era. IEEE Trans. Very Large Scale Integr. Syst. 25 (2) (2017)
Axel Jantsch, Nikil D. Dutt, Amir M. Rahmani
Self-Awareness in Systems on Chip - A Survey. IEEE Des. Test 34 (6) (2017)
Matthias Wess, Sai Manoj P. D., Axel Jantsch
Neural network based ECG anomaly detection on FPGA and trade-off analysis. ISCAS (2017)
Lydia C. Siafara, Hedyeh A. Kholerdi, Aleksey Bratukhin, Nima Taherinejad, Alexander Wendt, Axel Jantsch, Albert Treytl, Thilo Sauter
SAMBA: A self-aware health monitoring architecture for distributed industrial systems. IECON (2017)
Junshi Wang, Masoumeh Ebrahimi, Letian Huang, Qiang Li, Guangjun Li, Axel Jantsch
Minimizing the system impact of router faults by means of reconfiguration and adaptive routing. Microprocess. Microsystems 51 (2017)
Axel Jantsch, Nikil D. Dutt
Guest Editorial: Special Issue on Self-Aware Systems on Chip. IEEE Des. Test 34 (6) (2017)
Nima Taherinejad, Sai Manoj P. D., Michael Rathmair, Axel Jantsch
Fully digital write-in scheme for multi-bit memristive storage. CCE (2016)
Nima Taherinejad, Axel Jantsch, David Pollreisz
Comprehensive Observation and its Role in Self-Awareness; An Emotion Recognition System Example. FedCSIS (Position Papers) (2016)
Junshi Wang, Yang Huang, Masoumeh Ebrahimi, Letian Huang, Qiang Li, Axel Jantsch, Guangjun Li
VisualNoC: A Visualization and Evaluation Environment for Simulation and Mapping. MES@ISCA (2016)
Anil Kanduri, Mohammad Hashem Haghbayan, Amir-Mohammad Rahmani, Pasi Liljeberg, Axel Jantsch, Nikil D. Dutt, Hannu Tenhunen
Approximation knob: power capping meets energy efficiency. ICCAD (2016)
Christian Krieg, Clifford Wolf, Axel Jantsch
Malicious LUT: a stealthy FPGA trojan injected and triggered by the design flow. ICCAD (2016)
Maximilian Gotzinger, Amir M. Rahmani, Martin Pongratz, Pasi Liljeberg, Axel Jantsch, Hannu Tenhunen
The Role of Self-Awareness and Hierarchical Agents in Resource Management for Many-Core Systems. MCSoC (2016)
Junshi Wang, Letian Huang, Qiang Li, Guangjun Li, Axel Jantsch
Optimizing the location of ECC protection in network-on-chip. CODES+ISSS (2016)
Fahimeh Jafari, Axel Jantsch, Zhonghai Lu
Weighted Round Robin Configuration for Worst-Case Delay Optimization in Network-on-Chip. IEEE Trans. Very Large Scale Integr. Syst. 24 (12) (2016)
Maximilian Götzinger, Nima Taherinejad, Amir M. Rahmani, Pasi Liljeberg, Axel Jantsch, Hannu Tenhunen
Enhancing the Early Warning Score System Using Data Confidence. MobiHealth (2016)
Letian Huang, Junshi Wang, Masoumeh Ebrahimi, Masoud Daneshtalab, Xiaofan Zhang, Guangjun Li, Axel Jantsch
Non-Blocking Testing for Network-on-Chip. IEEE Trans. Computers 65 (3) (2016)
Nikil D. Dutt, Axel Jantsch, Santanu Sarma
Toward Smart Embedded Systems: A Self-aware System-on-Chip (SoC) Perspective. ACM Trans. Embed. Comput. Syst. 15 (2) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Axel Jantsch