| 2025 | COMPSAC | A Conformal Prediction-Based Framework for CPU Load Forecasting: A Black-Box Approach. | Edin Jelacic, Cristina Seceleanu, Peter Backeman, Ning Xiong, Tiberiu Seceleanu, Axel Jantsch |
| 2025 | ICMLA | Efficient Edge Inference via Entropy and Magnitude-Aware Feature Map Pruning in Partitioned CNNs. | Eiraj Saqib, Oscar Artur Bernd Berg, Isaac Snchez Leal, Irida Shallari, Silvia Krug, Axel Jantsch, Mattias O'Nils |
| 2025 | PERCOM | Quantization-Aware Training for Autoencoder-Based Partitioning of CNNs. | Oscar Artur Bernd Berg, Eiraj Saqib, Axel Jantsch, Mattias O'Nils, Irida Shallari, Isaac Snchez Leal, Silvia Krug |
| 2024 | ISPR | Generation of Synthetic Image Anomalies for Analysis. | David Breuss, Karel Rus, Maximilian Gtzinger, Axel Jantsch |
| 2023 | DATE | Self-awareness in Cyber-Physical Systems: Recent Developments and Open Challenges. | Lukas Esterle, Nikil D. Dutt, Christian Gruhl, Peter R. Lewis, Lucio Marcenaro, Carlo S. Regazzoni, Axel Jantsch |
| 2023 | DATE | Multispectral Feature Fusion for Deep Object Detection on Embedded NVIDIA Platforms. | Thomas Kotrba, Martin Lechner, Omair Sarwar, Axel Jantsch |
| 2023 | DSD | VADAR: A Vision-based Anomaly Detection Algorithm for Railroads. | David Breuss, Maximilian Gtzinger, Jenny Vuong, Clemens Reisner, Axel Jantsch |
| 2023 | DSD | Fast, Quantization Aware DNN Training for Efficient HW Implementation. | Daniel Schnll, Matthias Wess, Matthias Bittner, Maximilian Gtzinger, Axel Jantsch |
| 2023 | DSD | Energy Profiling of DNN Accelerators. | Matthias Wess, Dominik Dallinger, Daniel Schnll, Matthias Bittner, Maximilian Gtzinger, Axel Jantsch |
| 2023 | ICMLA | Forecasting Critical Overloads based on Heterogeneous Smart Grid Simulation. | Matthias Bittner, Daniel Hauer, Christian Stippel, Katharina Scheucher, Robin Sudhoff, Axel Jantsch |
| 2021 | DATE | MLComp: A Methodology for Machine Learning-based Performance Estimation and Adaptive Selection of Pareto-Optimal Compiler Optimization Sequences. | Alessio Colucci, Dvid Juhsz, Martin Mosbeck, Alberto Marchisio, Semeen Rehman, Manfred Kreutzer, Gnther Nadbath, Axel Jantsch, Muhammad Shafique |
| 2021 | FPL | MELODI: An Online Platform for Mass Education of Digital Design - HDL to Remote FPGA. | Friedrich Bauer, Felix Braun, Daniel Hauer, Axel Jantsch, Markus D. Kobelrausch, Martin Mosbeck, Nima Taherinejad, Philipp-Sebastian Vogt |
| 2020 | ICAART | Evaluation of Reinforcement Learning Methods for a Self-learning System. | David Bechtold, Alexander Wendt, Axel Jantsch |
| 2020 | INDIN | Cognitive Architectures for Process Monitoring - an Analysis. | Alexander Wendt, Stefan Kollmann, Aleksey Bratukhin, Alireza Estaji, Thilo Sauter, Axel Jantsch |
| 2019 | ANT | Energy-efficient and Reliable Wearable Internet-of-Things through Fog-Assisted Dynamic Goal Management. | Arman Anzanpour, Humayun Rashid, Amir M. Rahmani, Axel Jantsch, Nikil D. Dutt, Pasi Liljeberg |
| 2019 | DATE | TrojanZero: Switching Activity-Aware Design of Undetectable Hardware Trojans with Zero Power and Area Footprint. | Imran Hafeez Abbassi, Faiq Khalid, Semeen Rehman, Awais Mehmood Kamboh, Axel Jantsch, Siddharth Garg, Muhammad Shafique |
| 2019 | DATE | Towards a Formal Model of Recursive Self-Reflection. | Axel Jantsch |
| 2019 | DATE | Goal-Driven Autonomy for Efficient On-chip Resource Management: Transforming Objectives to Goals. | Elham Shamsa, Anil Kanduri, Amir M. Rahmani, Pasi Liljeberg, Axel Jantsch, Nikil D. Dutt |
| 2019 | ISLPED | MemGANs: Memory Management for Energy-Efficient Acceleration of Complex Computations in Hardware Architectures for Generative Adversarial Networks. | Muhammad Abdullah Hanif, Muhammad Zuhaib Akbar, Rehan Ahmed, Semeen Rehman, Axel Jantsch, Muhammad Shafique |
| 2018 | ASPLOS | SPECTR: Formal Supervisory Control and Coordination for Many-core Systems Resource Management. | Amir M. Rahmani, Bryan Donyanavard, Tiago Mck, Kasra Moazzemi, Axel Jantsch, Onur Mutlu, Nikil D. Dutt |
| 2018 | DSD | Resource Management for Mixed-Criticality Systems on Multi-core Platforms with Focus on Communication. | Robin Arbaud, David Juhasz, Axel Jantsch |
| 2018 | DSD | Trends in On-chip Dynamic Resource Management. | Kasra Moazzemi, Anil Kanduri, David Juhasz, Antonio Miele, Amir M. Rahmani, Pasi Liljeberg, Axel Jantsch, Nikil D. Dutt |
| 2018 | ISCAS | Enhancement of Classification of Small Data Sets Using Self-awareness - An Iris Flower Case-Study. | Hedyeh A. Kholerdi, Nima Taherinejad, Axel Jantsch |
| 2018 | IECON | Applicability of Context-Aware Health Monitoring to Hydraulic Circuits. | Maximilian Gtzinger, Edwin Willegger, Nima Taherinejad, Axel Jantsch, Thilo Sauter, Thomas Glatzl, P. Lilieberg |
| 2017 | DAC | Toggle MUX: How X-Optimism Can Lead to Malicious Hardware. | Christian Krieg, Clifford Wolf, Axel Jantsch, Tanja Zseby |
| 2017 | DATE | Self-awareness in remote health monitoring systems using wearable electronics. | Arman Anzanpour, Iman Azimi, Maximilian Gotzinger, Amir M. Rahmani, Nima Taherinejad, Pasi Liljeberg, Axel Jantsch, Nikil D. Dutt |
| 2017 | IECON | SAMBA: A self-aware health monitoring architecture for distributed industrial systems. | Lydia C. Siafara, Hedyeh A. Kholerdi, Aleksey Bratukhin, Nima Taherinejad, Alexander Wendt, Axel Jantsch, Albert Treytl, Thilo Sauter |
| 2017 | ISCAS | Non-blocking BIST for continuous reliability monitoring of Networks-on-Chip. | Junshi Wang, Letian Huang, Masoumeh Ebrahimi, Qiang Li, Guangjun Li, Axel Jantsch |
| 2017 | ISCAS | Neural network based ECG anomaly detection on FPGA and trade-off analysis. | Matthias Wess, Sai Manoj P. D., Axel Jantsch |
| 2016 | FedCSIS | Comprehensive Observation and its Role in Self-Awareness; An Emotion Recognition System Example. | Nima Taherinejad, Axel Jantsch, David Pollreisz |
| 2016 | ICCAD | Approximation knob: power capping meets energy efficiency. | Anil Kanduri, Mohammad Hashem Haghbayan, Amir-Mohammad Rahmani, Pasi Liljeberg, Axel Jantsch, Nikil D. Dutt, Hannu Tenhunen |
| 2016 | ICCAD | Malicious LUT: a stealthy FPGA trojan injected and triggered by the design flow. | Christian Krieg, Clifford Wolf, Axel Jantsch |
| 2016 | ISCA | VisualNoC: A Visualization and Evaluation Environment for Simulation and Mapping. | Junshi Wang, Yang Huang, Masoumeh Ebrahimi, Letian Huang, Qiang Li, Axel Jantsch, Guangjun Li |
| 2015 | DATE | A packet-switched interconnect for many-core systems with BE and RT service. | Runan Ma, Zhida Hui, Axel Jantsch |
| 2015 | ICCAD | Self-Aware Cyber-Physical Systems-on-Chip. | Nikil D. Dutt, Axel Jantsch, Santanu Sarma |
| 2015 | ICCD | Dark silicon aware runtime mapping for many-core systems: A patterning approach. | Anil Kanduri, Mohammad Hashem Haghbayan, Amir-Mohammad Rahmani, Pasi Liljeberg, Axel Jantsch, Hannu Tenhunen |
| 2015 | ISLPED | Dynamic power management for many-core platforms in the dark silicon era: A multi-objective control approach. | Amir-Mohammad Rahmani, Mohammad Hashem Haghbayan, Anil Kanduri, Awet Yemane Weldezion, Pasi Liljeberg, Juha Plosila, Axel Jantsch, Hannu Tenhunen |
| 2015 | PDP | A Routing-Level Solution for Fault Detection, Masking, and Tolerance in NoCs. | Xiaofan Zhang, Masoumeh Ebrahimi, Letian Huang, Guangjun Li, Axel Jantsch |
| 2014 | DATE | Parallel probe based dynamic connection setup in TDM NoCs. | Shaoteng Liu, Axel Jantsch, Zhonghai Lu |
| 2014 | ICCD | Dark silicon aware power management for manycore systems under dynamic workloads. | Mohammad Hashem Haghbayan, Amir-Mohammad Rahmani, Awet Yemane Weldezion, Pasi Liljeberg, Juha Plosila, Axel Jantsch, Hannu Tenhunen |
| 2014 | ISCAS | Performance and network power evaluation of tightly mixed SRAM NUCA for 3D Multi-core Network on Chips. | Yuang Zhang, Li Li, Zhonghai Lu, Axel Jantsch, Yuxiang Fu, Minglun Gao |
| 2013 | DSD | Analysis and Evaluation of Circuit Switched NoC and Packet Switched NoC. | Shaoteng Liu, Axel Jantsch, Zhonghai Lu |
| 2013 | MICRO | Costs and benefits of flexibility in spatial division circuit switched networks-on-chip. | Ahsen Ejaz, Axel Jantsch |
| 2012 | CASES | Analytical approaches for performance evaluation of networks-on-chip. | Abbas Eslami Kiasari, Axel Jantsch, Marco Bekooij, Alan Burns, Zhonghai Lu |
| 2012 | DATE | Worst-case delay analysis of Variable Bit-Rate flows in network-on-chip with aggregate scheduling. | Fahimeh Jafari, Axel Jantsch, Zhonghai Lu |
| 2012 | DATE | Parallel probing: Dynamic and constant time setup procedure in circuit switching NoC. | Shaoteng Liu, Axel Jantsch, Zhonghai Lu |
| 2012 | DSD | Architecture Support and Comparison of Three Memory Consistency Models in NoC Based Systems. | Abdul Naeem, Axel Jantsch, Zhonghai Lu |
| 2012 | IWCMC | System-level evaluation of sensor networks deployment strategies: Coverage, lifetime and cost. | Huimin She, Zhonghai Lu, Axel Jantsch |
| 2011 | ASPDAC | Power-efficient tree-based multicast support for Networks-on-Chip. | Wenmin Hu, Zhonghai Lu, Axel Jantsch, Hengzhu Liu |
| 2011 | ASPDAC | Realization and performance comparison of sequential and weak memory consistency models in network-on-chip based multi-core systems. | Abdul Naeem, Xiaowen Chen, Zhonghai Lu, Axel Jantsch |
| 2011 | DSD | Realization and Scalability of Release and Protected Release Consistency Models in NoC Based Systems. | Abdul Naeem, Axel Jantsch, Xiaowen Chen, Zhonghai Lu |
| 2011 | ICCAD | Modeling the computational efficiency of 2-D and 3-D silicon processors for early-chip planning. | Matthew Grange, Axel Jantsch, Roshan Weerasekera, Dinesh Pamunuwa |
| 2011 | ICCD | Output process of variable bit-rate flows in on-chip networks based on aggregate scheduling. | Fahimeh Jafari, Axel Jantsch, Zhonghai Lu |
| 2011 | PIMRC | Stochastic coverage in event-driven sensor networks. | Huimin She, Zhonghai Lu, Axel Jantsch, Dian Zhou, Li-Rong Zheng |
| 2011 | WCNC | Modeling and analysis of Rayleigh fading channels using stochastic network calculus. | Huimin She, Zhonghai Lu, Axel Jantsch, Dian Zhou, Li-Rong Zheng |
| 2010 | ASPDAC | Constrained global scheduling of streaming applications on MPSoCs. | Jun Zhu, Ingo Sander, Axel Jantsch |
| 2010 | DATE | Supporting Distributed Shared Memory on multi-core Network-on-Chips using a dual microcoded controller. | Xiaowen Chen, Zhonghai Lu, Axel Jantsch, Shuming Chen |
| 2010 | DATE | Optimal regulation of traffic flows in networks-on-chip. | Fahimeh Jafari, Zhonghai Lu, Axel Jantsch, Mohammad Hossien Yaghmaee |
| 2010 | DATE | FPGA-based adaptive computing for correlated multi-stream processing. | Ming Liu, Zhonghai Lu, Wolfgang Kuehn, Axel Jantsch |
| 2010 | DATE | Pareto efficient design for reconfigurable streaming applications on CPU/FPGAs. | Jun Zhu, Ingo Sander, Axel Jantsch |
| 2010 | DDECS | Theorem proving techniques for the formal verification of NoC communications with non-minimal adaptive routing. | Amr Helmy, Laurence Pierre, Axel Jantsch |
| 2010 | FDL | HetMoC: Heterogeneous Modelling in SystemC. | Jun Zhu, Ingo Sander, Axel Jantsch |
| 2010 | ISCAS | Scalability of weak consistency in NoC based multicore architectures. | Abdul Naeem, Xiaowen Chen, Zhonghai Lu, Axel Jantsch |
| 2010 | MICRO | A reconfigurable fault-tolerant deflection routing algorithm based on reinforcement learning for network-on-chip. | Chaochao Feng, Zhonghai Lu, Axel Jantsch, Jinwen Li, Minxuan Zhang |
| 2010 | MICRO | A framework for designing congestion-aware deterministic routing. | Abbas Eslami Kiasari, Axel Jantsch, Zhonghai Lu |
| 2010 | NPC | A Worst Case Performance Model for TDM Virtual Circuit in NoCs. | Zhipeng Chen, Axel Jantsch |
| 2009 | DATE | Flow regulation for on-chip communication. | Zhonghai Lu, Mikael Millberg, Axel Jantsch, Alistair C. Bruce, Pieter van der Wolf, Tomas Henriksson |
| 2009 | DATE | Priority based forced requeue to reduce worst-case latencies for bursty traffic. | Mikael Millberg, Axel Jantsch |
| 2009 | DATE | Buffer minimization of real-time streaming applications scheduling on hybrid CPU/FPGA architectures. | Jun Zhu, Ingo Sander, Axel Jantsch |
| 2009 | FPL | Run-time Partial Reconfiguration speed investigation and architectural design space exploration. | Ming Liu, Wolfgang Kuehn, Zhonghai Lu, Axel Jantsch |
| 2009 | VTC | Analytical Evaluation of Retransmission Schemes in Wireless Sensor Networks. | Huimin She, Zhonghai Lu, Axel Jantsch, Dian Zhou, Li-Rong Zheng |
| 2008 | DATE | Heterogeneous System-level Specification Using SystemC. | Eugenio Villar, Axel Jantsch, Christoph Grimm, Tim Kogel |
| 2008 | DDECS | Cluster-based Simulated Annealing for Mapping Cores onto 2D Mesh Networks on Chip. | Zhonghai Lu, Lei Xia, Axel Jantsch |
| 2008 | DSD | System-on-an-FPGA Design for Real-time Particle Track Recognition and Reconstruction in Physics Experiments. | Ming Liu, Wolfgang Kuehn, Zhonghai Lu, Axel Jantsch |
| 2008 | EMSOFT | Energy efficient streaming applications with guaranteed throughput on MPSoCs. | Jun Zhu, Ingo Sander, Axel Jantsch |
| 2008 | FPL | ATCA-based computation platform for data acquisition and triggering in particle physics experiments. | Ming Liu, Johannes Lang, Shuo Yang, Tiago Perez, Wolfgang Kuehn, Hao Xu, Dapeng Jin, Qiang Wang, Lu Li, Zhen'An Liu, Zhonghai Lu, Axel Jantsch |
| 2007 | DAC | Layered Switching for Networks on Chip. | Zhonghai Lu, Ming Liu, Axel Jantsch |
| 2007 | DSD | Increasing NoC Performance and Utilisation using a Dual Packet Exit Strategy. | Mikael Millberg, Axel Jantsch |
| 2007 | FPL | The ANDRES Project: Analysis and Design of Run-Time Reconfigurable, Heterogeneous Systems. | Andreas Herrholz, Frank Oppenheimer, Philipp A. Hartmann, Andreas Schallenberg, Wolfgang Nebel, Christoph Grimm, Markus Damm, Jan Haase, Florian Brame, Fernando Herrera, Eugenio Villar, Ingo Sander, Axel Jantsch, Anne-Marie Fouilliart, Marcos Martnez |
| 2007 | ICCAD | Slot allocation using logical networks for TDM virtual-circuit configuration for network-on-chip. | Zhonghai Lu, Axel Jantsch |
| 2007 | RSP | Using Synchronizers for Refining Synchronous Communication onto Hardware/Software Architectures. | Zhonghai Lu, Jonas Sicking, Ingo Sander, Axel Jantsch |
| 2006 | DAC | A multiprocessor system-on-chip for real-time biomedical monitoring and analysis: architectural design space exploration. | Iyad Al Khatib, Francesco Poletti, Davide Bertozzi, Luca Benini, Mohamed Bechara, Hasan Khalifeh, Axel Jantsch, Rustam Nabiev |
| 2006 | DSD | Adaptive Power Management for the On-Chip Communication Network. | Guang Liang, Axel Jantsch |
| 2006 | DSD | Towards Performance-Oriented Pattern-Based Refinement of Synchronous Models onto NoC Communication. | Zhonghai Lu, Ingo Sander, Axel Jantsch |
| 2006 | DSD | A High Level Power Model for the Nostrum NoC. | Sandro Penolazzi, Axel Jantsch |
| 2006 | DSD | Flexible Bus and NoC Performance Analysis with Configurable Synthetic Workloads. | Rikard Thid, Ingo Sander, Axel Jantsch |
| 2006 | IWCMC | An algorithm for electing cluster heads based on maximum residual energy. | Weixing Wang, Axel Jantsch |
| 2005 | ASPDAC | Feasibility analysis of messages for on-chip networks using wormhole routing. | Zhonghai Lu, Axel Jantsch, Ingo Sander |
| 2005 | FDL | Refinement of Perfectly Synchronous Communication Model. | Zhonghai Lu, Ingo Sander, Axel Jantsch |
| 2005 | FDL | Modelling Environment for Heterogeneous Systems based on MoCs. | Deepak Mathaikutty, Hiren D. Patel, Sandeep K. Shukla, Axel Jantsch |
| 2005 | ICCAD | System level verification of digital signal processing applications based on the polynomial abstraction technique. | Tarvo Raudvere, Ashish Kumar Singh, Ingo Sander, Axel Jantsch |
| 2005 | ISCAS | Power analysis of link level and end-to-end data protection in networks on chip. | Axel Jantsch, Robert Lauter, Arseni Vitkovski |
| 2004 | DAC | System design for DSP applications in transaction level modeling paradigm. | Abhijit K. Deb, Axel Jantsch, Johnny berg |
| 2004 | DATE | System Design for DSP Applications Using the MASIC Methodology. | Abhijit K. Deb, Axel Jantsch, Johnny berg |
| 2004 | DATE | Guaranteed Bandwidth Using Looped Containers in Temporally Disjoint Networks within the Nostrum Network on Chip. | Mikael Millberg, Erland Nilsson, Rikard Thid, Axel Jantsch |
| 2004 | DATE | Polynomial Abstraction for Verification of Sequentially Implemented Combinational Circuits. | Tarvo Raudvere, Ashish Kumar Singh, Ingo Sander, Axel Jantsch |
| 2004 | VLSID | The Nostrum Backbone - a Communication Protocol Stack for Networks on Chip. | Mikael Millberg, Erland Nilsson, Rikard Thid, Shashi Kumar, Axel Jantsch |
| 2003 | DATE | Simulation and Analysis of Embedded DSP Systems Using MASIC Methodology. | Abhijit K. Deb, Johnny berg, Axel Jantsch |
| 2003 | DATE | Load Distribution with the Proximity Congestion Awareness in a Network on Chip. | Erland Nilsson, Mikael Millberg, Johnny berg, Axel Jantsch |
| 2003 | DATE | Development and Application of Design Transformations in ForSyDe. | Ingo Sander, Axel Jantsch, Zhonghai Lu |
| 2003 | DSD | NoCs: A new Contract between Hardware and Software. | Axel Jantsch |
| 2003 | VLSID | Extending Platform-Based Design to Network on Chip Systems. | Juha-Pekka Soininen, Axel Jantsch, Martti Forsell, Antti Pelkonen, Jari Kreku, Shashi Kumar |
| 2003 | RSP | Simulation and Analysis of Embedded DSP Systems Using Petri Nets. | Abhijit K. Deb, Johnny berg, Axel Jantsch |
| 2002 | DAC | Transformation based communication and clock domain refinement for system design. | Ingo Sander, Axel Jantsch |
| 2000 | DATE | MASCOT: A Specification and Cosimulation Method Integrating Data and Control Flow. | Per Bjurus, Axel Jantsch |
| 2000 | DATE | Composite Signal Flow: A Computational Model Combining Events, Sampled Streams, and Vectors. | Axel Jantsch, Per Bjurus |
| 2000 | FPL | A Dynamically Reconfigurable FPGA-Based Content Addressable Memory for Internet Protocol Characterization. | Johan Ditmar, Kjell Torkelsson, Axel Jantsch |
| 1999 | DATE | The Rugby Model: A Conceptual Frame for the Study of Modelling, Analysis and Synthesis Concepts of Electronic Systems. | Axel Jantsch, Shashi Kumar, Ahmed Hemani |
| 1999 | DATE | Operating System Sensitive Device Driver Synthesis from Implementation Independent Protocol Specification. | Mattias O'Nils, Axel Jantsch |
| 1999 | VLSID | Synthesis of DMA Controllers from Architecture Independent Descriptions of HW/SW Communication Protocols. | Mattias O'Nils, Axel Jantsch |
| 1999 | VLSID | Formal System Design Based on the Synchrony Hypothesis, Functional Models and Skeletons. | Ingo Sander, Axel Jantsch |
| 1998 | VLSID | An Object-Oriented Concept for Intelligent Library Functions. | Johnny berg, Axel Jantsch, Anshul Kumar |
| 1996 | VLSID | A Rule-Based Approach for Improving Allocation of Filter Structures in HLS. | Johnny berg, Jouni Isoaho, Peeter Ellervee, Axel Jantsch, Ahmed Hemani |
| 1996 | VLSID | A Novell Allocation Strategy for Control and Memory Intensive Telecommunication Circiuts. | Bengt Svantesson, Ahmed Hemani, Peeter Ellervee, Adam Postula, Johnny berg, Axel Jantsch, Hannu Tenhunen |
| 1994 | FPL | DSP Development with Full-Speed Prototyping Based on HW/SW Codesign Techniques. | Jouni Isoaho, Axel Jantsch, Hannu Tenhunen |