Publications

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

    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,
    ISSN: 1862-278X; 0013-5585
    Online Full Text: dx.doi.org/
  • 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
    ISBN: 9798350312249; 9798350312256 ISSN: 1063-7125
    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,
    ISSN: 1862-278X; 0013-5585
    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,
    ISSN: 2079-9292
    Online Full Text: dx.doi.org/ (Open Access)
  • 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
    ISSN: 2364-5504
    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,
    ISSN: 1862-278X; 0013-5585
    Online Full Text: dx.doi.org/
  • 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
    ISBN: 9783031427848; 9783031427855; 9783031427862 ISSN: 0302-9743; 1611-3349
    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
    ISBN: 979-8-3503-0024-6; 979-8-3503-0025-3
    Online Full Text: dx.doi.org/
  • 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
    ISBN: 979-8-3503-0223-3; 979-8-3503-0224-0
    Online Full Text: dx.doi.org/
  • 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)
  • 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
    ISBN: 978-1-6654-5381-3; 978-1-6654-5382-0
    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
    ISBN: 978-1-6654-5381-3; 978-1-6654-5382-0
    Online Full Text: dx.doi.org/
  • 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
    ISBN: 978-3-031-23618-1; 978-3-031-23617-4
    Online Full Text: dx.doi.org/

    • 2022

  • 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
    ISBN: 9789082797091
  • 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
    ISBN: 978-1-6654-9002-3; 978-1-6654-9003-0
    Online Full Text: dx.doi.org/
  • 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
    ISBN: 978-1-6654-8823-5; 978-1-6654-8824-2
    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
    ISBN: 978-1-6654-8598-2; 978-1-6654-8597-5; 978-1-6654-8599-9
    Online Full Text: dx.doi.org/
  • Doliwa, Sebastian; Erbslöh, Andreas; Seidl, Karsten; Iossifidis, Ioannis
    Development of an Analog Front-End for Brain-Computer Interfaces
    In: PRIME 2022: Conference Proceedings / 17th Conference on Ph.D Research in Microelectronics and Electronics (PRIME), 12-15 June 2022, Villasimius, Italy / Institute of Electrical and Electronics Engineers (IEEE) (Eds.) 2022, pp. 309 - 312
    ISBN: 978-1-6654-6700-1
    Online Full Text: dx.doi.org/
  • 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
    ISBN: 978-1-4503-9886-2
    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
    ISBN: 978-1-6654-1643-6; 978-1-6654-1644-3
    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,
    ISSN: 1424-8220
    Online Full Text: dx.doi.org/ Online Full Text (Open Access)
  • Löhler, Philipp; Pickhinke, Andreas; Erbslöh, Andreas; Kokozinski, Rainer; Seidl, Karsten
    SoC for Retinal Ganglion Cell Stimulation with Integrated Sinusoidal Kilohertz Frequency Waveform Generation
    In: PRIME 2022: Conference Proceedings / 17th Conference on Ph.D Research in Microelectronics and Electronics (PRIME), 12-15 June 2022, Villasimius, Italy / Institute of Electrical and Electronics Engineers (IEEE) (Eds.) 2022, pp. 341 - 344
    ISBN: 978-1-6654-6700-1
    Online Full Text: dx.doi.org/
  • Erbslöh, Andreas; Viga, Reinhard; Seidl, Karsten; Kokozinski, Rainer
    Artefact-Suppressing Analog Spike Detection Circuit for Firing-Rate Measurements in Closed-Loop Retinal Neurostimulators
    In: IEEE Sensors Journal (J-SEN) Vol. 22 (2022) Nr. 12, pp. 11328 - 11335
    ISSN: 1558-1748; 1530-437X
    Online Full Text: dx.doi.org/

    • 2021

  • 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
    ISBN: 978-1-6654-3983-1; 978-1-6654-3984-8
    Online Full Text: dx.doi.org/
  • 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
    ISSN: 0948-6968; 0948-695X
    Online Full Text: dx.doi.org/ (Open Access)
  • 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
    ISSN: 0948-6968; 0948-695X
    Online Full Text: dx.doi.org/ (Open Access)
  • 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
    ISSN: 0948-6968; 0948-695X
    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
    ISSN: 0948-6968; 0948-695X
    Online Full Text: dx.doi.org/ (Open Access)
  • Erbslöh, Andreas;
    CMOS-Schaltungskonzepte für die bidirektionale Kommunikation zwischen einem Neurostimulator und der degenerierten Netzhaut
    Duisburg, Essen (2021) vii, 179 Seiten
    Online Full Text: dx.doi.org/ Online Full Text (Open Access)
  • 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
    ISBN: 978-1-6654-4393-7; 978-1-6654-4394-4
    Online Full Text: dx.doi.org/
  • 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,
    Cham (2021)
    (Communications in Computer and Information Science ; 1524)
    ISBN: 978-3-030-93735-5; 978-3-030-93736-2
    Online Full Text: dx.doi.org/
  • 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
    ISSN: 2524-5228; 2524-521X
    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)
  • 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
    ISBN: 978-1-6654-4393-7; 978-1-6654-4394-4
    Online Full Text: dx.doi.org/
  • 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,
    ISSN: 1556-4703; 1556-4665
    Online Full Text: dx.doi.org/ (Open Access)
  • 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
    ISBN: 978-3-030-93736-2; 978-3-030-93735-5; 978-3-030-93737-9
    Online Full Text: dx.doi.org/

    • 2020

  • 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
    ISBN: 978-3-030-52793-8; 978-3-030-52794-5
    Online Full Text: dx.doi.org/ (Open Access)
  • Erbslöh, Andreas; Viga, Reinhard; Seidl, Karsten; Kokozinski, Rainer
    Artefact-Suppressing Analog Spike Detection Circuit for Firing-Rate Measurements in Closed-Loop Retinal Neurostimulators
    In: IEEE Sensors 2020: virtual conference, October 25-28, 2020 ; 2020 conference proceedings / IEEE Sensors ; 25 - 28 October 2020, Rotterdam, Netherlands, Virtual 2020
    ISBN: 978-1-7281-6801-2; 978-1-7281-6802-9
    Online Full Text: dx.doi.org/
  • 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
    ISSN: 0013-5585; 1862-278X
    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,
    Cham (2020) XVII, 310 Seiten
    (Communications in Computer and Information Science ; 1325)
    ISBN: 978-3-030-66769-6; 978-3-030-66770-2
    Online Full Text: dx.doi.org/ Online Volltext
  • 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
    ISBN: 978-1-7281-7277-4; 978-1-7281-7278-1
    Online Full Text: dx.doi.org/
  • 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
    ISBN: 978-1-7281-4716-1; 978-1-7281-4717-8
    Online Full Text: dx.doi.org/
  • 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
    ISSN: 0167-739X; 1872-7115
    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
    ISBN: 978-3-030-66769-6; 978-3-030-66770-2
    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
    ISSN: 2691-1922
    Online Full Text: dx.doi.org/ (Open Access)

    • 2019

  • Erbslöh, Andreas; Viga, Reinhard; Seidl, Karsten; Kokozinski, Rainer
    Concept of a retinal closed-loop system with an on-chip fire-rate-detection algorithm
    In: Artificial Vision 2019: The International Symposium on Visual Prosthetics / Artificial Vision (ArtVis), 13.-14.12.2019, Aachen / Walter, Peter (Eds.) (2019)
    Online Full Text: dx.doi.org/ Online Volltext (Open Access)
  • Handte, Marcus; Marrón, Pedro José; Schiele, Gregor; Matoses, Manuel Serrano
    Adaptive middleware for the internet of things : The GAMBAS approach
    Aalborg (2019) 244 S.
    ISBN: 978-87-93519-77-0; 978-87-93519-78-7
    Online Full Text: dx.doi.org/
  • 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
    ISBN: 9781728124117
    Online Full Text: dx.doi.org/
  • 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
    ISSN: 1424-8220
    Online Full Text: dx.doi.org/ (Open Access)
  • Erbslöh, Andreas; Burkard, Roman; Viga, Reinhard; Kokozinski, Rainer
    A hardware efficient implementation of a spike detection algorithm in neural closed-loop-systems
    In: 3rd YRA MedTech Symposium 2019 / 3rd YRA MedTech Symposium, May 24 2019, FH Aachen, Campus Jülich, Germany / Staat, Manfred; Erni, Daniel (Eds.) (2019) pp. 17 - 18
    ISBN: 978-3-940402-22-6
    (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
    ISBN: 9781538651759
    Online Full Text: dx.doi.org/ (Open Access)

    • 2018

  • Lohmann, Tibor Karl; Schaffrath, Kim; Lück, Stefan; Erbslöh, Andreas; Montes, Viviana Rincon; Kokozinski, Rainer; Viga, Reinhard; Mokwa, Wilfried; Offenhaeusser, Andreas; Johnen, Sandra; Walter, Peter;
    Design, Development and in-vitro Testing of a Bi-Directional Retinal Stimulator System - BiMEA
    Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (2018 ARVO) ; 29 Apr - 03 May 2018, Honolulu, Hawaii, USA,
    In: Investigative Ophthalmology & Visual Science, IOVS Vol. 59 (2018) Nr. 9,
    ISSN: 1552-5783; 0146-0404
    Online Full Text (Open Access)
  • 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
    ISBN: 9781450359528
    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
    ISBN: 9781538663509
    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
    ISBN: 9781538632277
    Online Full Text: dx.doi.org/
  • Verheyen, Erik; Erbslöh, Andreas; Viga, Reinhard; Vogt, Holger
    Simulation Results of Prospective Next Generation 3-D Thermopile Sensor and Array Circuitry Options
    In: IEEE Sensors Letters Vol. 2 (2018) Nr. 2,
    ISSN: 2475-1472
    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
    ISBN: 9781509043385
    Online Full Text: dx.doi.org/
  • 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
    ISBN: 9781538617618
    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
    ISBN: 978-2-930897-13-4
  • Erbslöh, Andreas; Viga, Reinhard; Walter, Peter; Kokozinski, Rainer; Grabmaier, Anton
    Implementation of a charge-controlled stimulation method in a monolithic integrated CMOS-chip for excitation of retinal neuron cells
    In: 2017 25th Austrian Workshop on Microelectronics: Austrochip 2017 ; 12 October 2017, Linz, Austria ; proceedings / 25th Austrian Workshop on Microelectronics ; Austrochip 2017 ; 12 October 2017, Linz, Austria 2017, pp. 47 - 52
    ISBN: 978-1-5386-3583-4; 978-1-5386-3584-1
    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
    ISBN: 9781509055104
    Online Full Text: dx.doi.org/
  • Raffelberg, Pascal; Erbslöh, Andreas; Viga, Reinhard; Kokozinski, Rainer
    Towards a monolithic integrated stimulator with integrated image sensor for a wide angle retina implant
    In: Artificial Vision 2017: The International Symposium on Visual Prosthetics / Artificial Vision 2017, 01.12.-02.12.2017, Aachen (2017)
    Online Full Text: dx.doi.org/ Online Volltext
  • 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
    ISBN: 9781450352574
    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
    ISBN: 9783319723945 ISSN: 1611-3349; 0302-9743
    Online Full Text: dx.doi.org/
  • Erbslöh, Andreas; Raffelberg, Pascal; Viga, Reinhard; Kokozinski, Rainer; Grabmaier, Anton
    Evaluation of an enhanced electrical charge controlled stimulation method for retinal bipolar cells
    In: Artificial Vision 2017: The International Symposium on Visual Prosthetics / Artificial Vision 2017, 01.12.-02.12.2017, Aachen (2017)
    Online Full Text: dx.doi.org/ Online Volltext

    • 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
    ISBN: 978-1-4503-4297-1
    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
    ISBN: 978-1-4503-4358-9
    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
    ISSN: 1574-1192; 1873-1589
    Online Full Text: dx.doi.org/