| 2026 | DATE | Diagnostic Test Generation for Fault Localization in Printed Neuromorphic Circuits. | Tara Gheshlaghi, Alexander Studt, Priyanjana Pal, Dina A. Moussa, Michael Hefenbrock, Michael Beigl, Mehdi B. Tahoori |
| 2025 | CHI | Demonstrating OpenEarable 2.0: An AI-Powered Ear Sensing Platform. | Tobias Rddiger, Valeria Zitz, Jonas Hummel, Michael Kttner, Philipp Lepold, Tobias King, Joseph A. Paradiso, Christopher Clarke, Michael Beigl |
| 2025 | DAC | Power-Constrained Printed Neuromorphic Hardware Training. | Tara Gheshlaghi, Haibin Zhao, Priyanjana Pal, Michael Hefenbrock, Michael Beigl, Mehdi B. Tahoori |
| 2025 | DATE | ADAPT-pNC: Mitigating Device Variability and Sensor Noise in Printed Neuromorphic Circuits with SO Adaptive Learnable Filters. | Tara Gheshlaghi, Priyanjana Pal, Haibin Zhao, Michael Hefenbrock, Michael Beigl, Mehdi B. Tahoori |
| 2025 | ETRA | BodyPursuits: Exploring Smooth Pursuit Gaze Interaction Based on Body Motion Targets. | Anja Hansen, Sarah Makarem, Kai Kunze, Yexu Zhou, Michael Thomas Knierim, Christopher Clarke, Hans Gellersen, Michael Beigl, Tobias Rddiger |
| 2025 | ETS | Automatic Test Pattern Generation for Printed Neuromorphic Circuits. | Tara Gheshlaghi, Priyanjana Pal, Alexander Studt, Michael Hefenbrock, Michael Beigl, Mehdi B. Tahoori |
| 2025 | ICCAD | SpikeSynth: Energy-Efficient Adaptive Analog Printed Spiking Neural Networks. | Priyanjana Pal, Alexander Studt, Tara Gheshlaghi, Michael Hefenbrock, Michael Beigl, Mehdi Baradaran Tahoori |
| 2025 | ISWC | Haptic Biofeedback for Wakeful Rest: Does Stimulation Location Make a Difference? | Jueun Lee, Martin Filpe, Philipp Lepold, Tobias Rddiger, Michael Beigl |
| 2025 | ISWC | Closed-Loop Rhythmic Haptic Biofeedback via Smartwatch for Relaxation and Sleep Onset. | Jueun Lee, Dennis Moschina, Supraja Ramesh, Tobias Rddiger, Kai Kunze, Michael Beigl |
| 2025 | ISWC | Heatables: Effects of Infrared-LED-Induced Ear Heating on Thermal Perception, Comfort, and Cognitive Performance. | Valeria Zitz, Michael Kttner, Jonas Hummel, Michael T. Knierim, Michael Beigl, Tobias Rddiger |
| 2025 | PAKDD | Isolating Latent Context Information Enhances Graph Structure Learning for Spatial Interpolation. | Chaofan Li, Till Riedel, Michael Beigl |
| 2025 | SDM | Feature Deviation Embedding Improves Graph Structure Learning for Spatial Interpolation. | Chaofan Li, Till Riedel, Michael Beigl |
| 2024 | DATE | Analog Printed Spiking Neuromorphic Circuit. | Priyanjana Pal, Haibin Zhao, Maha Shatta, Michael Hefenbrock, Sina Bakhtavari Mamaghani, Sani R. Nassif, Michael Beigl, Mehdi B. Tahoori |
| 2024 | EMNLP | SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading. | Tu Anh Dinh, Carlos Mullov, Leonard Brmann, Zhaolin Li, Danni Liu, Simon Rei, Jueun Lee, Nathan Lerzer, Jianfeng Gao, Fabian Peller-Konrad, Tobias Rddiger, Alexander Waibel, Tamim Asfour, Michael Beigl, Rainer Stiefelhagen, Carsten Dachsbacher, Klemens Bhm, Jan Niehues |
| 2024 | ETS | Fault Sensitivity Analysis of Printed Bespoke Multilayer Perceptron Classifiers. | Priyanjana Pal, Florentia Afentaki, Haibin Zhao, Gurol Saglam, Michael Hefenbrock, Georgios Zervakis, Michael Beigl, Mehdi B. Tahoori |
| 2024 | HIC | OpenEarable ExG: Open-Source Hardware for Ear-Based Biopotential Sensing Applications. | Philipp Lepold, Tobias Rddiger, Tobias King, Kai Kunze, Christoph Maurer, Michael Beigl |
| 2024 | HIC | OpenWearables 2024: 1st International Workshop on Open Wearable Computers. | Tobias Rddiger, Michael Beigl, Kristof Van Laerhoven, Katia Vega |
| 2024 | HIC | OpenEarable 1.4: Dual Microphones Earpiece to Capture In-Ear and Outer-Ear Audio Signals. | Tobias Rddiger, Jake Stuchbury-Wass, Mathias Ciliberto, Philipp Lepold, Michael Beigl |
| 2024 | HIC | Fit2Ear: Generating Personalized Earplugs from Smartphone Depth Camera Images. | Haibin Zhao, Tobias Rddiger, Yufei Feng, Michael Beigl |
| 2024 | ICCAD | Neural Architecture Search for Highly Bespoke Robust Printed Neuromorphic Circuits. | Priyanjana Pal, Haibin Zhao, Tara Gheshlaghi, Michael Hefenbrock, Michael Beigl, Mehdi B. Tahoori |
| 2024 | ICONIP | Unsupervised Personalized Deep Learning for Wearable Human Activity Recognition. | Yiran Huang, Yexu Zhou, Haibin Zhao, Till Riedel, Michael Beigl |
| 2024 | IJCNN | A Survey on Wearable Human Activity Recognition: Innovative Pipeline Development for Enhanced Research and Practice. | Yiran Huang, Yexu Zhou, Haibin Zhao, Till Riedel, Michael Beigl |
| 2024 | IJCNN | Deep Neural Network Pruning with Progressive Regularizer. | Yexu Zhou, Haibin Zhao, Michael Hefenbrock, Siyan Li, Yiran Huang, Michael Beigl |
| 2024 | ISWC | Systematic Comparison of Ear Temperature Probing Positions for Continuous Wearable Vital Sign Monitoring. | Tobias King, Tobias Rddiger, David Laubenstein, Michael Beigl |
| 2024 | ISWC | MLP-HAR: Boosting Performance and Efficiency of HAR Models on Edge Devices with Purely Fully Connected Layers. | Yexu Zhou, Tobias King, Haibin Zhao, Yiran Huang, Till Riedel, Michael Beigl |
| 2024 | PERCOM | Keynote: Open Wearable Computer Systems and Applications. | Michael Beigl |
| 2024 | PERCOM | Optimizing AutoML for Tiny Edge Systems: A Baldwin-effect Inspired Genetic Algorithm. | Yiran Huang, Yexu Zhou, Haibin Zhao, Till Riedel, Michael Beigl |
| 2024 | PERCOM | Enhancing Efficiency in HAR Models: NAS Meets Pruning. | Yexu Zhou, Tobias King, Yiran Huang, Haibin Zhao, Till Riedel, Tobias Rddiger, Michael Beigl |
| 2023 | DATE | Split Additive Manufacturing for Printed Neuromorphic Circuits. | Haibin Zhao, Michael Hefenbrock, Michael Beigl, Mehdi B. Tahoori |
| 2023 | DATE | Highly-Bespoke Robust Printed Neuromorphic Circuits. | Haibin Zhao, Brojogopal Sapui, Michael Hefenbrock, Zhidong Yang, Michael Beigl, Mehdi B. Tahoori |
| 2023 | ICCAD | Power-Aware Training for Energy-Efficient Printed Neuromorphic Circuits. | Haibin Zhao, Priyanjana Pal, Michael Hefenbrock, Michael Beigl, Mehdi B. Tahoori |
| 2023 | IJCNN | McXai: Local Model-Agnostic Explanation As Two Games. | Yiran Huang, Nicole Schaal, Michael Hefenbrock, Yexu Zhou, Till Riedel, Michael Beigl |
| 2023 | Mobiquitous | Standardizing Your Training Process for Human Activity Recognition Models - A Comprehensive Review in the Tunable Factors. | Yiran Huang, Haibin Zhao, Yexu Zhou, Till Riedel, Michael Beigl |
| 2023 | PERCOM | Water quality analysis using mmWave radars. | Dariush Salami, Anni Juvakoski, Riku Vahala, Michael Beigl, Stephan Sigg |
| 2022 | CHI | Psychometric Properties of the User Experience Questionnaire (UEQ). | Andrea Schankin, Matthias Budde, Till Riedel, Michael Beigl |
| 2022 | DATE | In-situ Tuning of Printed Neural Networks for Variation Tolerance. | Michael Hefenbrock, Dennis D. Weller, Jasmin Aghassi-Hagmann, Michael Beigl, Mehdi B. Tahoori |
| 2022 | ICCAD | Aging-Aware Training for Printed Neuromorphic Circuits. | Haibin Zhao, Michael Hefenbrock, Michael Beigl, Mehdi B. Tahoori |
| 2022 | ICONIP | Universal Distributional Decision-Based Black-Box Adversarial Attack with Reinforcement Learning. | Yiran Huang, Yexu Zhou, Michael Hefenbrock, Till Riedel, Likun Fang, Michael Beigl |
| 2022 | IIWAS | Neural Kernel Network Deep Kernel Learning for Predicting Particulate Matter from Heterogeneous Sensors with Uncertainty. | Chaofan Li, Till Riedel, Michael Beigl |
| 2022 | ISWC | Towards Detecting Complete Chest Recoil from Smartphone Vibration Strength during Cardiopulmonary Resuscitation. | Stefan Hermann, Tobias Rddiger, Michael Beigl |
| 2022 | ISWC | Privacy Preserving Continuous Speech Recording using Throat Microphones. | Tim Schneegans, Leon Simmon, Michael Beigl |
| 2022 | ISWC | Printed Electrodermal Activity Sensor with Optimized Filter for Stress Detection. | Haibin Zhao, Alexander Scholz, Michael Beigl, Si Ni, Surya Abhishek Singaraju, Jasmin Aghassi-Hagmann |
| 2022 | ISWC | Improving Human Activity Recognition Models by Learnable Sparse Wavelet Layer. | Haibin Zhao, Yexu Zhou, Till Riedel, Michael Hefenbrock, Michael Beigl |
| 2022 | ISWC | TinyHAR: A Lightweight Deep Learning Model Designed for Human Activity Recognition. | Yexu Zhou, Haibin Zhao, Yiran Huang, Till Riedel, Michael Hefenbrock, Michael Beigl |
| 2021 | CHI | EarRumble: Discreet Hands- and Eyes-Free Input by Voluntary Tensor Tympani Muscle Contraction. | Tobias Rddiger, Christopher Clarke, Daniel Wolffram, Matthias Budde, Michael Beigl |
| 2021 | DATE | Printed Stochastic Computing Neural Networks. | Dennis D. Weller, Nathaniel Bleier, Michael Hefenbrock, Jasmin Aghassi-Hagmann, Michael Beigl, Rakesh Kumar, Mehdi B. Tahoori |
| 2021 | ISWC | Cardiopulmonary Resuscitation Support: Comparison of Wrist-, Chest-, and Ear-Worn Devices and Estimation Algorithms. | Stefan Hermann, Paula Breitling, Tobias Rddiger, Michael Beigl |
| 2021 | ISWC | Where Should I Look? Comparing Reference Frames for Spatial Tactile Cues. | Erik Pescara, Anton Stubenbord, Tobias Rddiger, Likun Fang, Michael Beigl |
| 2021 | ISWC | Wearability and Comfort of Earables During Sleep. | Tobias Rddiger, Christian Dinse, Michael Beigl |
| 2020 | ASPDAC | Programmable Neuromorphic Circuit based on Printed Electrolyte-Gated Transistors. | Dennis D. Weller, Michael Hefenbrock, Mehdi Baradaran Tahoori, Jasmin Aghassi-Hagmann, Michael Beigl |
| 2020 | DATE | Fast and Accurate High-Sigma Failure Rate Estimation through Extended Bayesian Optimized Importance Sampling. | Michael Hefenbrock, Dennis D. Weller, Michael Beigl, Mehdi Baradaran Tahoori |
| 2020 | ISWC | FLECTILE: 3D-printable soft actuators for wearable computing. | Likun Fang, Tobias Rddiger, Hongye Sun, Norbert Willenbacher, Michael Beigl |
| 2020 | ISWC | Design space and usability of earable prototyping. | Tobias Rddiger, Michael Beigl, Anja Exler |
| 2019 | DATE | Predictive Modeling and Design Automation of Inorganic Printed Electronics. | Farhan Rasheed, Michael Hefenbrock, Rajendra Bishnoi, Michael Beigl, Jasmin Aghassi-Hagmann, Mehdi Baradaran Tahoori |
| 2019 | DATE | Bayesian Optimized Importance Sampling for High Sigma Failure Rate Estimation. | Dennis D. Weller, Michael Hefenbrock, Mohammad Saber Golanbari, Michael Beigl, Mehdi Baradaran Tahoori |
| 2018 | ICANN | A Convolutional Neural Network Approach for Modeling Semantic Trajectories and Predicting Future Locations. | Antonios Karatzoglou, Nikolai Schnell, Michael Beigl |
| 2018 | Mobiquitous | Phascope: Fine-grained, Fast, Flexible Motion Profiling based on Phase Offset in Acoustic OFDM Signal. | Long Wang, Till Riedel, Markus Scholz, Michael Beigl, Panlong Yang |
| 2018 | PERCOM | Purpose-of-Visit-Driven Semantic Similarity Analysis on Semantic Trajectories for Enhancing The Future Location Prediction. | Antonios Karatzoglou, Dominik Koehler, Michael Beigl |
| 2018 | WiMob | Towards an Affective Semantic Trajectory Generator (ASTG). | Antonios Karatzoglou, Markus Szarvas, Michael Beigl |
| 2017 | ICANN | Applying Artificial Neural Networks on Two-Layer Semantic Trajectories for Predicting the Next Semantic Location. | Antonios Karatzoglou, Harun Sentrk, Adrian Jablonski, Michael Beigl |
| 2017 | ISMAR | The Impact of the Frame of Reference on Attention Shifts Between Augmented Reality and Real-World Environment. | Andrea Schankin, Daniel Reichert, Matthias Berning, Michael Beigl |
| 2017 | ISWC | VibrationCap: studying vibrotactile localization on the human head with an unobtrusive wearable tactile display. | Vincent Diener, Michael Beigl, Matthias Budde, Erik Pescara |
| 2017 | MUM | Lifetact: utilizing smartwatches as tactile heartbeat displays in video games. | Erik Pescara, Alexander Wolpert, Matthias Budde, Andrea Schankin, Michael Beigl |
| 2017 | UIC | Event detection for smarter cities. | Julio De Melo Borges, Henrik Hain, Simon Sudrich, Michael Beigl |
| 2017 | UIC | Feature engineering for crime hotspot detection. | Julio De Melo Borges, Daniel Ziehr, Michael Beigl, Nlio Cacho, Allan de M. Martins, Simon Sudrich, Samuel Abt, Patrick Frey, Timo Knapp, Michaela Etter, Johannes Popp |
| 2017 | UIC | Graph-based anomaly detection for smart cities: A survey. | Simon Sudrich, Julio De Melo Borges, Michael Beigl |
| 2017 | WiMob | Matrix factorization on semantic trajectories for predicting future semantic locations. | Antonios Karatzoglou, Stefan Christian Lamp, Michael Beigl |
| 2016 | EUSPN | Just a Smart Home or Your Smart Home - A Framework for Personalized User Interfaces Based on Eclipse Smart Home and Universal Remote Console. | Lukas Smirek, Gottfried Zimmermann, Michael Beigl |
| 2016 | ISWC | RttelFlug: a wrist-worn sensing device for tactile vertical velocity perception in 3d-space. | Erik Pescara, Michael Beigl, Matthias Budde |
| 2016 | OOPSLA | libDSU: towards hot-swapping dynamically linked libraries on stock Linux. | Martin Alexander Neumann, Christoph Tobias Bach, Stefan Kratochwil, Marcel Kost, Michael Beigl |
| 2015 | BTW | Big Data-Zentren - Vorstellung und Panel. | Volker Markl, Erhard Rahm, Wolfgang Lehner, Michael Beigl, Thomas Seidl |
| 2015 | ISWC | ProximityHat: a head-worn system for subtle sensory augmentation with tactile stimulation. | Matthias Berning, Florian Braun, Till Riedel, Michael Beigl |
| 2015 | ISWC | Robust in-situ data reconstruction from poisson noise for low-cost, mobile, non-expert environmental sensing. | Matthias Budde, Marcel Kpke, Michael Beigl |
| 2015 | Mobisys | Poster: bPart - A Small and Versatile Bluetooth Low Energy Sensor Platform for Mobile Sensing. | Matthias Berning, Matthias Budde, Till Riedel, Michael Beigl |
| 2015 | Mobisys | Device-Free Radio-based Low Overhead Identification of Subject Classes. | Markus Scholz, Lukas Kohout, Matthias Horne, Matthias Budde, Michael Beigl, Moustafa A. Youssef |
| 2014 | HCI | A Comparative Study to Evaluate the Usability of Context-Based Wi-Fi Access Mechanisms. | Matthias Budde, Till Riedel, Marcel Kpke, Matthias Berning, Michael Beigl |
| 2014 | ISMAR | A study of depth perception in hand-held augmented reality using autostereoscopic displays. | Matthias Berning, Daniel Kleinert, Till Riedel, Michael Beigl |
| 2014 | ISWC | Group activity recognition using belief propagation for wearable devices. | Dawud Gordon, Markus Scholz, Michael Beigl |
| 2014 | ISWC | Group affiliation detection using model divergence for wearable devices. | Dawud Gordon, Martin Wirz, Daniel Roggen, Gerhard Trster, Michael Beigl |
| 2013 | IJCAI | A framework for short-term activity-aware load forecasting. | Yong Ding, Martin Alexander Neumann, Per Goncalves da Silva, Michael Beigl |
| 2013 | ISWC | Retrofitting smartphones to be used as particulate matter dosimeters. | Matthias Budde, Pierre Barbera, Rayan Merched El Masri, Till Riedel, Michael Beigl |
| 2013 | Mobiquitous | Passive, Device-Free Recognition on Your Mobile Phone: Tools, Features and a Case Study. | Stephan Sigg, Mario Hock, Markus Scholz, Gerhard Trster, Lars C. Wolf, Yusheng Ji, Michael Beigl |
| 2013 | MUM | Enabling low-cost particulate matter measurement for participatory sensing scenarios. | Matthias Budde, Rayan Merched El Masri, Till Riedel, Michael Beigl |
| 2013 | MUM | jActivity: supporting mobile web developers with HTML5/JavaScript based human activity recognition. | Michael Hauber, Anja Bachmann, Matthias Budde, Michael Beigl |
| 2012 | ISWC | Energy-Efficient Activity Recognition Using Prediction. | Dawud Gordon, Jrgen Czerny, Takashi Miyaki, Michael Beigl |
| 2011 | CHI | Things that hover: interaction with tiny battery-less robots on desktop. | Takashi Miyaki, Yong Ding, Behnam Banitalebi, Michael Beigl |
| 2011 | MASS | Collaborative Channel Equalization: Analysis and Performance Evaluation of Distributed Aggregation Algorithms in WSNs. | Behnam Banitalebi, Dawud Gordon, Stephan Sigg, Takashi Miyaki, Michael Beigl |
| 2011 | Mobiquitous | Recognizing Group Activities Using Wearable Sensors. | Dawud Gordon, Jan-Hendrik Hanne, Martin Berchtold, Takashi Miyaki, Michael Beigl |
| 2011 | Mobiquitous | Neuron Inspired Collaborative Transmission in Wireless Sensor Networks. | Stephan Sigg, Predrag Jakimovski, Florian Becker, Hedda Rahel Schmidtke, Martin Alexander Neumann, Yusheng Ji, Michael Beigl |
| 2011 | PERCOM | Using prediction to conserve energy in recognition on mobile devices. | Dawud Gordon, Stephan Sigg, Yong Ding, Michael Beigl |
| 2010 | ISWC | ActiServ: Activity Recognition Service for mobile phones. | Martin Berchtold, Matthias Budde, Dawud Gordon, Hedda Rahel Schmidtke, Michael Beigl |
| 2010 | ISWC | A novel micro-vibration sensor for activity recognition: Potential and limitations. | Dawud Gordon, Hedda Rahel Schmidtke, Michael Beigl, Georg von Zengen |
| 2010 | KI | An Extensible Modular Recognition Concept That Makes Activity Recognition Practical. | Martin Berchtold, Matthias Budde, Hedda Rahel Schmidtke, Michael Beigl |
| 2010 | KI | Positions, Regions, and Clusters: Strata of Granularity in Location Modelling. | Hedda Rahel Schmidtke, Michael Beigl |
| 2010 | PIMRC | On the feasibility of receive collaboration in wireless sensor networks. | Behnam Banitalebi, Stephan Sigg, Michael Beigl |
| 2008 | CaiSE | Modelling, Simulation, and Performance Analysis of Business Processes Involving Ubiquitous Systems. | Patrik Spie, Dinh Khoa Nguyen, Ingo Weber, Ivan Markovic, Michael Beigl |
| 2008 | DATE | Embedded Tutorial - Software for Wireless Networked Embedded Systems. | Jan Beutel, Michael Beigl, Adam Dunkels, Koen Langendoen |
| 2008 | ISWC | Relative positioning technology. | Michael Beigl, Paul Lukowicz |
| 2008 | UIC | AwarePen - Classification Probability and Fuzziness in a Context Aware Application. | Martin Berchtold, Till Riedel, Michael Beigl, Christian Decker |
| 2007 | EWSN | Removing Systematic Error in Node Localisation Using Scalable Data Fusion. | Albert Krohn, Mike Hazas, Michael Beigl |
| 2006 | MASS | Adaptation of On-line Scheduling Strategies for Sensor Network Platforms. | Christian Decker, Till Riedel, Emilian Peev, Michael Beigl |
| 2004 | ICNP | SDJS: Efficient Statistics in Wireless Networks. | Albert Krohn, Michael Beigl, Sabin Wendhack |
| 1999 | HCI | ElectronicManual: helping users with ubiquitous access. | Michael Beigl |
| 1999 | HCI | Sensor-based adaptive mobile user interfaces. | Albrecht Schmidt, Michael Beigl, Hans-Werner Gellersen |
| 1999 | ISWC | A Wearable Context-Awareness Component: Finally a Good Reason to Wear a Tie. | Albrecht Schmidt, Hans-Werner Gellersen, Michael Beigl |
| 1999 | SAC | Environment-Mediated Mobile Computing. | Hans-Werner Gellersen, Michael Beigl, Albrecht Schmidt |
| 1998 | ER | Web Content Delivery to Heterogeneous Mobile Platforms. | Martin Gaedke, Michael Beigl, Hans-Werner Gellersen, Christian Segor |
| 1997 | CIKM | Assistant for an Information Database. | Michael Frchtl, Jrgen Kreuziger, Michael Beigl |