Publications

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

The contents of the filters are dependent on each other - with the exception of the author filter, this always contains all author names present in the total list.

There were 74 publications found

  • 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)
  • 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)
  • 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)
  • 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)
  • 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/
  • 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/
  • 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
    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/
  • 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)
  • 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)
  • 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/
  • Ringhofer, Christopher; Gnoss, Alexa; Schiele, Gregor
    Balancing Error and Latency of Black-Box Models for Audio Effects Using Hardware-Aware Neural Architecture Search
    In: Proceedings of the International Conference on Digital Audio Effects, DAFx / International Conference on Digital Audio Effects, DAFx, 3-7 September 2024, Guilford, UK 2024, pp. 65 - 72
  • 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 Vol. 21 (2024) Nr. 5, 051003
    Online Full Text: dx.doi.org/ (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/
  • 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/
  • 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)
  • 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)
  • 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/