Publications

Here you can find an overview of the publications of the Embedded Systems department.

    2024

  • Ling, Tianheng; Qian, Chao; Schiele, Gregor
    Integer-only Quantized Transformers for Embedded FPGA-based Time-series Forecasting in AIoT
    In: 2024 IEEE Annual Congress on Artificial Intelligence of Things (AIoT): Proceedings / IEEE Annual Congress on Artificial Intelligence of Things (IEEE AIoT), 24-26 July 2024, Melbourne / IEEE (Eds.) 2024, pp. 38 - 44
    Online Full Text: dx.doi.org/
  • Qian, Chao; Cichiwskyj, Christopher; Ling, Tianheng; Schiele, Gregor
    Idle is the New Sleep : Configuration-Aware Alternative to Powering Off FPGA-Based DL Accelerators During Inactivity
    In: Architecture of Computing Systems: Proceedings / 37th International Conference, ARCS 2024, Potsdam, Germany, May 14–16, 2024 / Fey, Dietmar; Stabernack, Benno; Lankes, Stefan (Eds.) 2024, pp. 161 - 176
    Online Full Text: dx.doi.org/
  • Ling, Tianheng; Qian, Chao; Schiele, Gregor
    On-Device Soft Sensors : Real-Time Fluid Flow Estimation from Level Sensor Data
    In: Mobile and Ubiquitous Systems: Computing, Networking and Services; Proceedings, Part II / 20th EAI International Conference, MobiQuitous 2023, November 14–17, 2023, Melbourne, Australia / Zaslavsky, Arkady; Ning, Zhaolong; Kalogeraki, Vana; Georgakopoulos, Dimitrios; Chrysanthis, Panos K. (Eds.) 2024, pp. 529 - 537
    Online Full Text: dx.doi.org/
  • Löhler, Philipp; Albert, Andreas; Erbslöh, Andreas; Nruthyathi, Nruthyathi; Müller, Frank; Seidl, Karsten
    A Cell-Type Selective Stimulation and Recording System for Retinal Ganglion Cells
    In: IEEE Transactions on Biomedical Circuits and Systems (T-BCAS) Vol. 18 (2024) Nr. 3, pp. 498 - 510
    Online Full Text: dx.doi.org/
  • Löhler, Philipp; Albert, Andreas; Heyermann, Laura; Schiele, Gregor; Seidl, Karsten; Erbslöh, Andreas
    Classification of ON- and OFF-Retinal Ganglion Cell Types in Extracelluar Recordings
    In: Proceedings of the Workshop Biosignals / Workshop Biosignals; 28.02- 01.03.2024; Göttingen 2024
    Online Full Text: dx.doi.org/ (Open Access)
  • Qian, Chao; Erbslöh, Andreas; Fiedler, Patrique; Kirchner, Elsa Andrea; Schiele, Gregor;
    Concept for an EEG-based Gaming-Controller with Embedded Machine Learning Support
    58th Annual Conference of the German Society for Biomedical Engineering (BMT 2024): 18. - 20.09.2024; Stuttgart, Germany,
    Stuttgart, Germany (2024)
  • Ling, Tianheng; Qian, Chao; Schiele, Gregor
    Towards Auto-Building of Embedded FPGA-based Soft Sensors for Wastewater Flow Estimation
    In: 2024 IEEE Annual Congress on Artificial Intelligence of Things (AIoT): Proceedings / IEEE Annual Congress on Artificial Intelligence of Things (IEEE AIoT), 24-26 July 2024, Melbourne / IEEE (Eds.) 2024, pp. 248 - 249
    Online Full Text: dx.doi.org/ (Open Access)
  • Qian, Chao; Ling, Tianheng; Schiele, Gregor
    Exploring energy efficiency of LSTM accelerators : A parameterized architecture design for embedded FPGAs
    In: Journal of Systems Architecture Vol. 152 (2024) 103181
    Online Full Text: dx.doi.org/ (Open Access)
  • Ling, Tianheng; Hoever, Julian; Qian, Chao; Schiele, Gregor
    FlowPrecision : Advancing FPGA-Based Real-Time Fluid Flow Estimation with Linear Quantization
    In: 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) / IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), 11-15 March 2024, Biarritz, France 2024
    Online Full Text: dx.doi.org/ (Open Access)
  • Zdankin, Peter; Matkovic, Viktor; Schiele, Gregor; Weis, Torben
    Towards Predicting the Perceived Brightness in a Smart Home Through Symbolic Regression
    In: 2024 IEEE International Conference on Pervasive Computing and Communications workshops and other affiliated events (PerCom workshops) / 2024 IEEE International Conference on Pervasive Computing and Communications workshops and other affiliated events (PerCom workshops), 11-15 March 2024 in Biarritz, France 2024, pp. 457 - 460
    Online Full Text: dx.doi.org/
  • Erbslöh, Andreas; Hain, Horst-Udo; Buron, Leo; Vegesna, Sahitya; Schiele, Gregor; Schmidt, Heidemarie
    Comparison of AI-enhanced Spike Sorting with Digital Autoencoders and Analog Memristors
    In: Proceedings of Workshop Biosignals / Workshop Biosignals; 28.02- 01.03.2024; Göttingen / Georg-August-Universität Göttingen (Eds.) 2024
    Online Full Text: dx.doi.org/ (Open Access)
  • Löhler, Philipp; Kaiser, Leoni; Hallekamp, Gabriel; Frank, Müller; Seidl, Karsten; Erbslöh, Andreas
    Phase-dependent Stimulation with Extreme Point Detection of LFP Oscillations in Retinal Recordings
    In: Proceedings of Workshop Biosignals / Workshop Biosignals; 28.02- 01.03.2024; Göttingen 2024
    Online Full Text: dx.doi.org/ (Open Access)
  • Erbslöh, Andreas; Buron, Leo; Ur-Rehman, Zia; Musall, Simon; Hrycak, Camilla; Löhler, Philipp; Klaes, Christian; Seidl, Karsten; Schiele, Gregor
    Technical survey of end-to-end signal processing in BCIs using invasive MEAs
    In: Journal of Neural Engineering (2024) in press
    Online Full Text: dx.doi.org/
  • Erbati, Sam;
    Towards the optimal orchestration of service function chains to enable ultra-reliable low latency communication in an NFV-enabled network
    Duisburg, Essen (2024) xviii, 164 Seiten
    Online Full Text: dx.doi.org/ Online Full Text (Open Access)

    • 2023

  • Hallekamp, Gabriel; Zamzow, Alexander; Erbslöh, Andreas; Baumann, Michael; Gierthmühlen, Mortimer; Seidl, Karsten
    A 3D-printed ventilator for small animals
    In: Biomedical engineering = Biomedizinische Technik Vol. 68 (2023) Nr. S1: Abstracts of the 57th Annual Meeting of the German Society of Biomedical Engineering 26 – 28 September 2023, Duisburg, including: The Artificial Vision Symposium – The International Symposium on Visual Prosthetics,
    Online Full Text: dx.doi.org/ (Open Access)
  • Erbati, Mohammad Mohammadi; Schiele, Gregor
    A novel dynamic service function chaining to enable Ultra-Reliable Low Latency Communication in NFV
    In: Proccedings of the 17th International Conference on Telecommunications (ConTEL) / International Conference on Telecommunications (ConTEL 2023); 11-13 July 2023; Graz, Austria 2023
    Online Full Text: dx.doi.org/
  • Lohler, Philipp; Pickhinke, Andreas; Erbslöh, Andreas; Seidl, Karsten
    A 1,224-Channel 60 µm Pitch Active Closed-Loop Stimulator for Selective Retinal Ganglion Cell Type Activation
    In: Proceedings of the 21st IEEE Interregional NEWCAS Conference (NEWCAS 2023) / 21st IEEE Interregional NEWCAS Conference (NEWCAS 2023): 26-28 June 2023; Edinburgh, United Kingdom / Institute of Electrical and Electronics Engineers (IEEE) (Eds.) 2023
    Online Full Text: dx.doi.org/
  • Buron, Leo; Erbslöh, Andreas; Seidl, Karsten; Schiele, Gregor; Seidl, Karsten; Ur-Rehman, Zia; Klaes, Christian
    Deep.Neural.Signal.Pre-Processor-Towards Development of AI-enhanced End-To-End BCIs
    In: Current Directions in Biomedical Engineering Vol. 9 (2023) Nr. 1, pp. 471 - 474
    Online Full Text: dx.doi.org/ (Open Access)
  • Löhler, Philipp; Heyermann, Laura; Keyser, Katharina; Keyser, Marlene; Kursch, Dana; Reiter, Leonie; Albert, Andreas; Erbslöh, Andreas; Seidl, Karsten
    Classification of Retinal Ganglion Cell Subtypes Using Deep Learning Approaches
    In: Biomedical engineering = Biomedizinische Technik Vol. 68 (2023) Nr. S1, Abstracts of the 57th Annual Meeting of the German Society of Biomedical Engineering 26 – 28 September 2023, Duisburg, including: The Artificial Vision Symposium – The International Symposium on Visual Prosthetics,
    Online Full Text: dx.doi.org/ (Open Access)
  • Wuerich, Carolin; Wiede, Christian; Schiele, Gregor
    Cuffless Beat-to-Beat Blood Pressure Estimation from Photoplethysmogram Signals
    In: 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS) / 36th International Symposium on Computer-Based Medical Systems (CBMS), 22-24 June 2023, L'Aquila, Italy 2023, pp. 305 - 310
    Online Full Text: dx.doi.org/
  • Qian, Chao; Ling, Tianheng; Schiele, Gregor
    ElasticAI : Creating and Deploying Energy-Efficient Deep Learning Accelerator for Pervasive Computing
    In: 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) / PerCom 2023, 13-17 March 2023, Atlanta, GA, USA 2023, pp. 297 - 299
    Online Full Text: dx.doi.org/
  • Schiele, Gregor; Luther, Wolfram (Eds.)
    Traceable use of emerging technologies in smart systems : J.UCS Special Issue
    In: J.UCS : Journal of Universal Computer Science Graz Vol. 29, 11 (2023)
    Online Full Text: dx.doi.org/ Online Full Text (Open Access)
  • Qian, Chao; Ling, Tianheng; Schiele, Gregor
    Energy Efficient LSTM Accelerators for Embedded FPGAs Through Parameterised Architecture Design
    In: Architecture of Computing Systems: 36th International Conference, ARCS 2023, Athens, Greece, June 13–15, 2023, Proceedings / 36th International Conference, ARCS 2023, Athens, Greece, June 13–15, 2023 / Goumas, Georgios; Tomforde, Sven; Brehm, Jürgen; Wildermann, Stefan; Pionteck, Thilo (Eds.) 2023, pp. 3 - 17
    Online Full Text: dx.doi.org/
  • Zimmermann, Julius; Erbslöh, Andreas; van Rienen, Ursula; Ingebrandt, Sven; Mokwa, Wilfried; Seidl, Karsten
    Method to Predict Microelectrode Impedances during Runtime for Electrical Stimulation and Recording in Future Neural Implants
    In: Biomedical engineering = Biomedizinische Technik Vol. 68 (2023) Nr. S1: Abstracts of the 57th Annual Meeting of the German Society of Biomedical Engineering 26 – 28 September 2023, Duisburg, including: The Artificial Vision Symposium – The International Symposium on Visual Prosthetics,
    Online Full Text: dx.doi.org/ (Open Access)
  • Burger, Alwyn;
    FPGA-Augmented Intelligent Devices for the Internet of Things
    Duisburg, Essen (2023) xv, 223 Seiten
    Online Full Text: dx.doi.org/ Online Full Text (Open Access)
  • Qian, Chao; Ling, Tianheng; Schiele, Gregor
    Enhancing Energy-Efficiency by Solving the Throughput Bottleneck of LSTM Cells for Embedded FPGAs
    In: Machine Learning and Principles and Practice of Knowledge Discovery in Databases: International Workshops of ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part I / International Workshops of ECML PKDD 2022, Grenoble, France, September 19–23, 2022 / Koprinska, Irena; Mignone, Paolo; Guidotti, Riccardo (Eds.) 2023, pp. 594 - 605
    Online Full Text: dx.doi.org/
  • Erbati, Mohammad Mohammadi; Tajiki, Mohammad Mahdi; Schiele, Gregor
    Service Function Chaining to Support Ultra-Low Latency Communication in NFV
    In: Electronics Vol. 12 (2023) Nr. 18, 3843
    Online Full Text: dx.doi.org/ (Open Access)
  • Ling, Tianheng; Schiele, Gregor
    On-Device AI : Quantization-Aware Training of Transformers in Time-Series
    In: Proceedings of the 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops 2023) / International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops); 13-17 March 2023; Atlanta, USA 2023, pp. 235 - 236
    Online Full Text: dx.doi.org/
  • Luther, Wolfram; Schiele, Gregor
    Traceable Use of Emerging Technologies in Smart Systems
    In: J.UCS: Journal of Universal Computer Science Vol. 29 (2023) Nr. 11, Special issue: Traceable use of emerging technologies in smart systems, pp. 1250 - 1253
    Online Full Text: dx.doi.org/ (Open Access)

    • 2022

  • Erbati, Mohammad Mohammadi; Schiele, Gregor
    A novel reliable low-latency service function chaining to enable URLLC in NFV
    In: 2022 Ninth International Conference on Communications and Networking: ComNet’2022 ; Proceedings ; Programmed in Hammamet, Tunisia, Novembre 2022, because of Covid-19 realized on Novembre 1th- 2th, 2022 online / 9th IEEE International Conference on Communications and Networking ; Novembre 1th- 2th, 2022, Hammamet, Tunisia, online / Institute of Electrical and Electronics Engineers (Eds.) 2022
    Online Full Text: dx.doi.org/
  • Wuerich, Carolin; Humm, Eva-Maria; Wiede, Christian; Schiele, Gregor
    A Feature-based Approach on Contact-less Blood Pressure Estimation from Video Data
    In: Proceedings of the 30th European Signal Processing Conference (EUSIPCO 2022) / 30th European Signal Processing Conference (EUSIPCO 2022): Belgrade, Serbia; 29 August - 2 September 2022 2022, pp. 1343 - 1347
  • Qian, Chao; Einhaus, Lukas; Schiele, Gregor
    ElasticAI-Creator: Optimizing Neural Networks for Time-Series-Analysis for On-Device Machine Learning in IoT Systems
    In: Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems (SenSys 2022) / 20th ACM Conference on Embedded Networked Sensor Systems (SenSys 2022): 6 - 9 November 2022; Boston, USA / Gummeson, Jeremy; Lee, Sunghoon Ivan (Eds.) 2022, pp. 941 - 946
    Online Full Text: dx.doi.org/ (Open Access)
  • Zambonelli, Franco; Dignum, Virginia; Pitt, Jeremy; Sartor, Giovanni; Schiele, Gregor
    Pervasive Autonomy: Humans-in-The-loop or Forget-About-Them? : Panel Summary
    In: 20th International Conference on Pervasive Computing and Communications, PerCom 2022 / 20th IEEE International Conference on Pervasive Computing and Communications, PerCom 2022; Pisa, Italy; 21 - 25 March 2022 2022, pp. 215 - 216
    Online Full Text: dx.doi.org/
  • Krupitzer, Christian; Schiele, Gregor; Tomforde, Sven
    ALPACA 2022: First Workshop on Adaptive, Learning Pervasive Computing Applications - Welcome and Committees : Welcome Message
    In: 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops): Proceedings / 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), 21.-25.03.2022, Pisa (2022) pp. I - II
    Online Full Text: dx.doi.org/ (Open Access)
  • Diwan, Moin; Li, Zidu; Schiele, Gregor; Choubey, Bhaskar
    Balanced Ternary Logic Gates with Memristors
    In: IEEE ICECS 2022: 29th IEEE International Conference on Electronics, Circuits and Systems ; Glasgow, UK, October 24-26, 2022 ; ICECS 2022 conference proceedings / 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS) ; October 24-26, 2022, Glasgow, UK / IEEE Circuits and Systems Society (Eds.) 2022
    Online Full Text: dx.doi.org/
  • Erbati, Mohammad Mohammadi; Tajiki, Mohammad Mahdi; Keshvari, Faramarz; Schiele, Gregor
    Service function chaining to support ultra-low latency communication in NFV
    In: 2022 International Conference on Broadband Communications for Next Generation Networks and Multimedia Applications, CoBCom 2022 / CoBCom 2022, Graz, Austria, 12-14 July 2022 2022
    Online Full Text: dx.doi.org/
  • Babaei, Armin; Schiele, Gregor; Zohner, Michael
    Reconfigurable Security Architecture (RESA) Based on PUF for FPGA-Based IoT Devices
    In: Sensors Vol. 22 (2022) Nr. 15, 5577
    Online Full Text: dx.doi.org/ Online Full Text (Open Access)

    • 2021

  • Cichiwskyj, Christopher; Schiele, Gregor
    Temporal Accelerators : Unleashing the Potential of Embedded FPGAs
    In: J.UCS: Journal of Universal Computer Science Vol. 27 (2021) Nr. 11, pp. 1174 - 1192
    Online Full Text: dx.doi.org/ (Open Access)
  • Erbati, Mohammad Mohammadi; Schiele, Gregor
    Application-and reliability-Aware service function chaining to support low-latency applications in an NFV-enabled network
    In: IEEE Conference on Network Function Virtualization and Software Defined Networks, NFV-SDN 2021: Proceedings / Conference on Network Function Virtualization and Software Defined Networks, NFV-SDN 2021; Virtual, Heraklion; 9 - 11 November 2021 2021, pp. 120 - 123
    Online Full Text: dx.doi.org/
  • Baloian, Nelson; Pino, José
    Data Science and Information-theoretic Approaches for Smart Systems, and Technical Challenges for Smart Environments
    In: J.UCS: Journal of Universal Computer Science Vol. 27 (2021) Nr. 11, pp. 1149 - 1151
    Online Full Text: dx.doi.org/ (Open Access)
  • Helms, Domenik; Kettner, Mark; Perjikolaei, Behnam Razi; Einhaus, Lukas; Ringhofer, Christopher; Qian, Chao; Schiele, Gregor;
    FPGA based low latency, low power stream processing AI
    2nd European Workshop on On-Board Data Processing (OBDP2021), 14-17 June 2021, Online, (Session 3),
    (2021)
    Online Full Text: dx.doi.org/ (Open Access)
  • Cichiwskyj, Christopher; Schmeißer, Stephan; Qian, Chao; Einhaus, Lukas; Ringhofer, Christopher; Schiele, Gregor
    Elastic AI : System support for adaptive machine learning in pervasive computing systems
    In: CCF Transactions on Pervasive Computing and Interaction Vol. 3 (2021) Nr. 3, pp. 300 - 328
    Online Full Text: dx.doi.org/ (Open Access)
  • Burger, Alwyn; Schiele, Gregor; King, David W.
    Reconfigurable Embedded Devices Using Reinforcement Learning to Develop Action Policies
    In: ACM Transactions on Autonomous and Adaptive Systems (TAAS) Vol. 15 (2021) Nr. 4, 14
    Online Full Text: dx.doi.org/ (Open Access)
  • Harutyunyan, Ashot; Schiele, Gregor
    J.UCS special issue on Challenges for Smart Environments – Human-Centered Computing, Data Science, and Ambient Intelligence. Smart Human-Centered Computing (volume 2)
    In: J.UCS: Journal of Universal Computer Science Vol. 27 (2021) Nr. 12, pp. 1272 - 1274
    Online Full Text: dx.doi.org/ (Open Access)
  • Schiele, Gregor; et al. (Eds.)
    Machine Learning and Principles and Practice of Knowledge Discovery in Databases : International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part I
    XKDD 2021 : 3rd International Workshop on eXplainable Knowledge Discovery in Data Mining, 13 - 17 Sep 2021, Virtual Event,
    In: Communications in Computer and Information Science Cham Vol. 1524 (2021)
    Online Full Text: dx.doi.org/
  • Einhaus, Lukas; Qian, Chao; Ringhofer, Christopher; Schiele, Gregor
    Towards Precomputed 1D-Convolutional Layers for Embedded FPGAs
    In: Machine Learning and Principles and Practice of Knowledge Discovery in Databases: Proceedings, Part I / International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021 / Kamp, Michael; Koprinska, Irena; Bibal, Adrien; Bouadi, Tassadit; Frénay, Benoît; Galárraga, Luis; Oramas, José.; Adilova, Linara; Krishnamurthy, Yamuna; Kang, Bo; Largeron, Christine; Lijffijt, Jefrey; Viard, Tiphaine; Welke, Pascal; Ruocco, Massimiliano; Aune, Erlend; Gallicchio, Claudio; Schiele, Gregor; Pernkopf, Franz; Blott, Michaela; Fröning, Holger; Schindler, Günther; Guidotti, Riccardo; Monreale, Anna; Rinzivillo, Salvatore; Biecek, Przemyslaw; Ntoutsi, Eirini; Pechenizkiy, Mykola; Rosenhahn, Bodo; Buckley, Christopher; Cialfi, Daniela; Lanillos, Pablo; Ramstead, Maxwell; Verbelen, Tim; Ferreira, Pedro M.; Andresini, Giuseppina; Malerba, Donato; Medeiros, Ibéria; Fournier-Viger, Philippe; Nawaz, M. Saqib; Ventura, Sebastian; Sun, Meng; Zhou, Min; Bitetta, Valerio; Bordino, Ilaria; Ferretti, Andrea; Gullo, Francesco; Ponti, Giovanni; Severini, Lorenzo; Ribeiro, Rita; Gama, João; Gavaldà, Ricard; Cooper, Lee; Ghazaleh, Naghmeh; Richiardi, Jonas; Roqueiro, Damian; Saldana Miranda, Diego; Sechidis, Konstantinos; Graça, Guilherme (Eds.) 2021, pp. 327 - 338
    Online Full Text: dx.doi.org/
  • Harutyunyan, Ashot; Schiele, Gregor
    Challenges for Smart Environments – Human-Centered Computing, Data Science, and Ambient Intelligence II : Smart Human-Centered Computing (volume 2)
    In: J.UCS: Journal of Universal Computer Science Vol. 27 (2021) Nr. 12, pp. 1272 - 1274
    Online Full Text: dx.doi.org/ (Open Access)
  • Babaei, Armin
    Lightweight and Reconfigurable Security Architecture for Internet of Things devices
    In: 2nd IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion, ACSOS-C 2021: Proceedings / 2nd IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion, ACSOS-C 2021, Virtual, Washington, 27 September - 1 October 2021 2021, pp. 307 - 309
    Online Full Text: dx.doi.org/
  • Einhaus, Lukas; Qian, Chao; Ringhofer, Christopher; Schiele, Gregor
    In-Situ Artificial Intelligence for Self-∗ Devices : The Elastic AI Ecosystem (Tutorial)
    In: 2nd IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion, ACSOS-C 2021: Proceedings / 2nd IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion, ACSOS-C 2021, Virtual, Washington, 27 September - 1 October 2021 2021, pp. 320 - 321
    Online Full Text: dx.doi.org/

    • 2020

  • Burger, Alwyn Johannes; Cichiwskyj, Christopher; Schmeißer, Stephan; Schiele, Gregor
    The Elastic Internet of Things - A Platform for Self-Integrating and Self-Adaptive IoT-Systems with Support for Embedded Adaptive Hardware
    In: Future Generation Computer Systems Vol. 113 (2020) pp. 607 - 619
    Online Full Text: dx.doi.org/
  • Cichiwskyj, Christopher; Qian, Chao; Schiele, Gregor
    Time to Learn : Temporal Accelerators as an Embedded Deep Neural Network Platform
    In: IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning: Second International Workshop, IoT Streams 2020, and First International Workshop, ITEM 2020, Co-located with ECML/PKDD 2020 ; Ghent, Belgium, September 14-18, 2020 ; Revised Selected Papers / 2nd International Workshop on IoT Streams for Data-Driven Predictive Maintenance ; IoT Streams 2020 ; September 14-18, 2020, Ghent, Belgium / Gama, João; Pashami, Sepideh; Bifet, Albert; Sayed-Mouchaweh, Moamar; Fröning, Holger; Pernkopf, Franz; Schiele, Gregor; Blott, Michaela (Eds.) 2020, pp. 256 - 267
    Online Full Text: dx.doi.org/
  • Burger, Alwyn Johannes; Urban, Patrick; Boubin, Jayson; Schiele, Gregor
    An architecture for solving the eigenvalue problem on embedded fpgas
    In: Architecture of Computing Systems – ARCS 2020 / 33rd International Conference on Architecture of Computing Systems; Aachen, Germany; May 25–28, 2020 / Brinkmann, André; Karl, Wolfgang; Lankes, Stefan; Tomforde, Sven; Pionteck, Thilo; Trinitis, Carsten (Eds.) 2020, pp. 32 - 43
    Online Full Text: dx.doi.org/ (Open Access)
  • Gama, Joao; Pashami, Sepideh; Bifet, Albert; Sayed-Mouchawe, Moamar; Fröning, Holger; Pernkopf, Franz; Schiele, Gregor; Blott, Michaela; (Eds.)
    IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning
    2nd International Workshop on IoT Streams for Data-Driven Predictive Maintenance ; IoT Streams 2020 ; September 14-18, 2020; Ghent, Belgium,
    In: Communications in Computer and Information Science Cham Vol. 1325 (2020) XVII, 310 Seiten
    Online Full Text: dx.doi.org/ Online Volltext
  • Wuerich, Carolin; Wiede, Christian; Schiele, Gregor; Grabmaier, Anton;
    Fall Risk Assessment : A Comparative Analysis of Fall Risks in Elderly and their Underlying Causes
    54. Jahrestagung der Deutschen Gesellschaft für Biomedizinische Technik - BMT 2020, 29.9.-1.10.2020, Leipzig, online,
    In: Biomedical engineering = Biomedizinische Technik Vol. 65 (2020) Nr. s1, Seiten S225 - S226
    Online Full Text: dx.doi.org/ (Open Access)
  • Burger, Alwyn Johannes; King, David W.; Schiele, Gregor
    Reconfigurable Embedded Devices Using Reinforcement Learning to Develop Action-Policies
    In: 2020 IEEE 1st International Conference on Autonomic Computing and Self-Organizing Systems: Proceedings / IEEE 1st International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), 17-21 August 2020, Washington, DC, USA, 2020
    Online Full Text: dx.doi.org/
  • Schmeißer, Stephan; Schiele, Gregor
    coSense: The Collaborative Sensing Middleware for the Internet-of-Things
    In: ACM/IMS Transactions on Data Science Vol. 1 (2020) Nr. 4, pp. 28
    Online Full Text: dx.doi.org/ (Open Access)
  • Burger, Alwyn Johannes; Qian, Chao; Schiele, Gregor; Helms, Domenik
    An Embedded CNN Implementation for On-Device ECG Analysis
    In: IEEE Annual Conference on Pervasive Computing and Communications Workshops (PerCom) / PerIoT 2020: The Fourtternational Workshop on Mobile and Pervasive Internet of Thingsh In 2020
    Online Full Text: dx.doi.org/

    • 2019

  • Handte, Marcus; Marrón, Pedro José; Schiele, Gregor; Matoses, Manuel Serrano
    Adaptive middleware for the internet of things : The GAMBAS approach
    Aalborg (2019) 244 S.
    Online Full Text: dx.doi.org/ Online Full Text (Open Access)
  • Babaei, Armin; Schiele, Gregor
    Physical unclonable functions in the internet of things : State of the art and open challenges
    In: Sensors Vol. 19 (2019) Nr. 14, pp. 3208
    Online Full Text: dx.doi.org/ (Open Access)
  • Bellman, Kirstie; Tomforde, Sven; Würtz, Rolf P.; Botev, Jean; Brinkschulte, Uwe; Diaconescu, Ada; Esterle, Lukas; Geihs, Kurt; Hoffmann, Martin; Karl, Wolfgang; Landauer, Chris; Lewis, Peter; Maehle, Erik; Mühl, Gero; Müller-Schloer, Christian; Ponsar, Hella; Reif, Wolfgang; Rudolph, Stefan; Schiele, Gregor; Sick, Bernhard; Stein, Anthony; Stewart, Christopher; Tessone, Claudio Juan; Wacker, Arno
    SISSY 2018 Foreword : 5th International Workshop on Self-Improving Systems Integration
    In: Proceedings of the 3rd International Workshops on Foundations and Applications of Self* Systems, FAS*W 2018 / FAS*W 2018; Trento; Italy; 3 - 7 September 2018 (2019) pp. XX - XXI
    Online Full Text: dx.doi.org/ (Open Access)
  • Schiele, Gregor; Burger, Alwyn Johannes; Cichiwskyj, Christopher
    The Elastic Node: An Experimentation Platform for Hardware Accelerator Research in the Internet of Things
    In: Proceedings of the IEEE International Conference on Autonomic Computing / ICAC 2019; Umea; Sweden; 16 - 20 June 2019 2019, pp. 84 - 94
    Online Full Text: dx.doi.org/

    • 2018

  • Zhu, Xuanjiao; Handte, Marcus; Eskicioglu, Rasit
    Poster abstract: RF technologies for indoor localization and positioning
    In: SenSys 2018 - Proceedings of the 16th Conference on Embedded Networked Sensor Systems / SENSYS 2018; Shenzhen; China; 4 - 7 November 2018 2018, pp. 428 - 429
    Online Full Text: dx.doi.org/
  • Burger, Alwyn Johannes; Schiele, Gregor
    Demo Abstract : Deep Learning on an Elastic Node for the Internet of Things
    In: IEEE International Conference on Pervasive Computing and Communications Workshops / PerCom Workshops 2018; Athens; Greece; 19-23 March 2018 2018, pp. 424 - 426
    Online Full Text: dx.doi.org/
  • Erbati, Mohammad Mohammadi; Schiele, Gregor; Batke, Gerd
    Analysis of LoRaWAN technology in an Outdoor and an Indoor Scenario in Duisburg-Germany
    In: Proceedings of the 3rd International Conference on Computer and Communication Systems / ICCCS 2018; Nagoya; Japan; 27 - 30 April 2018 2018, pp. 327 - 331
    Online Full Text: dx.doi.org/

    • 2017

  • Schiele, Gregor; Zhou, Gang
    Editorial: PerCom WiP 2017 : 2017 IEEE International Conference on Pervasive Computing and Communications Work in Progress - Welcome and Committees
    In: Proceedings of IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) / IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) took place 13-17 March 2017 in Big Island, HI, USA (2017) pp. 7917474
    Online Full Text: dx.doi.org/
  • Loviska, Milan; Krause, Otto; Griwodz, Carsten; Engelbrecht, Herman A.; Schiele, Gregor
    Third Life Project
    In: Mixed Reality and the Theatre of the Future, Arts and New Technologies / Weijdom, Joris (Eds.) 2017, pp. 41 - 47
  • Burger, Alwyn Johannes; Cichiwskyj, Christopher; Schiele, Gregor
    Elastic Nodes for the Internet of Things : A Middleware-Based Approach
    In: Proceedings - 2017 IEEE International Conference on Autonomic Computing, ICAC 2017 / 14th IEEE International Conference on Autonomic Computing, ICAC 2017; The Ohio State University Columbus; United States; 17 July 2017 through 21 July 2017 / Wang, Xiaorui (Eds.) 2017, pp. 73 - 74
    Online Full Text: dx.doi.org/
  • Schmeißer, Stephan; Schiele, Gregor
    Adaptive Aggregation of Redundant Sensor Data in the Internet of Things
    In: Proceedings - 2016 International Conference on Computational Science and Computational Intelligence, CSCI 2016 / International Conference on Computational Science and Computational Intelligence, CSCI 2016; Las Vegas; United States; 15 December 2016 through 17 December 2016 / Arabnia, Hamid R.; Deligiannidis, Leonidas; Yang, Mary (Eds.) 2017, pp. 1387 - 1388
    Online Full Text: dx.doi.org/
  • Kieselmann, Olga; Wacker, Arno; Schiele, Gregor
    k-rAC : a Fine-Grained k-Resilient Access Control Scheme for Distributed Hash Tables
    In: Proceedings of the 12th International Conference on Availability, Reliability and Security / ARES '17, Reggio Calabria, Italy , August 29 - September 01, 2017 2017, pp. 43
    Online Full Text: dx.doi.org/ (Open Access)
  • Babaei, Armin; Schiele, Gregor
    Spatial reconfigurable physical unclonable functions for the internet of things
    In: Security, privacy, and anonymity in computation, communication, and storage: Proceedings / 10th International Conference on Security, Privacy and Anonymity in Computation, Communication and Storage, SpaCCS 2017; Guangzhou; China; 12 December 2017 through 15 December 2017 / Wang, Guojin; Atiquazzaman, Mohammed; Yan, Zhen (Eds.) 2017, pp. 312 - 321
    Online Full Text: dx.doi.org/

    • 2016

  • Loviska, Milan; Krause, Otto; Engelbrecht, Herman A.; Nel, Jason B.; Schiele, Gregor; Burger, Alwyn Johannes; Schmeißer, Stephan; Cichiwskyj, Christopher; Calvet, Lilian; Griwodz, Carsten; Halvorsen, Pål
    Immersed gaming in Minecraft
    In: Proceedings of the 7th International Conference on Multimedia Systems (MMSys'16) / MMSys'16 - 7th International Conference on Multimedia Systems, 10-13 May 2016, Klagenfurt, Austria / Association for Computing Machinery (ACM) (Eds.) 2016 32
    Online Full Text: dx.doi.org/
  • Cichiwskyj, Christopher; Schiele, Gregor
    Using field-programmable gate arrays for learning non player characters
    In: Proceedings of the 8th International Workshop on Massively Multiuser Virtual Environments (MMVE'16) / 8th International Workshop on Massively Multiuser Virtual Environments (MMVE'16), 12 May 2016, Klagenfurt, Austria3, 2016 / Association for Computing Machinery (ACM) (Eds.) 2016 2
    Online Full Text: dx.doi.org/

    • 2015

  • Krupitzer, Christian; Roth, Felix Maximilian; Vansyckel, Sebastian; Schiele, Gregor; Becker, Christian
    A survey on engineering approaches for self-adaptive systems
    In: Pervasive and Mobile Computing Vol. 17 (2015) Nr. Part B: 10 years of Pervasive Computing' In Honor of Chatschik Bisdikian, pp. 184 - 206
    Online Full Text: dx.doi.org/