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 77 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/
  • Li, Jianning; Zhou, Zongwei; Yang, Jiancheng; Pepe, Antonio; Gsaxner, Christina; Luijten, Gijs; Qu, Chongyu; Zhang, Tiezheng; Chen, Xiaoxi; Li, Wenxuan; Wodzinski, Marek; Friedrich, Paul; Xie, Kangxian; Jin, Yuan; Ambigapathy, Narmada; Nasca, Enrico; Solak, Naida; Melito, Gian Marco; Vu, Viet Duc; Memon, Afaque R.; Schlachta, Christopher; De Ribaupierre, Sandrine; Patel, Rajnikant; Eagleson, Roy; Chen, Xiaojun; Mächler, Heinrich; Kirschke, Jan Stefan; De La Rosa, Ezequiel; Christ, Patrick Ferdinand; Li, Hongwei Bran; Ellis, David G.; Aizenberg, Michele R.; Gatidis, Sergios; Küstner, Thomas; Shusharina, Nadya; Heller, Nicholas; Andrearczyk, Vincent; Depeursinge, Adrien; Hatt, Mathieu; Sekuboyina, Anjany; Löffler, Maximilian T.; Liebl, Hans; Dorent, Reuben; Vercauteren, Tom; Shapey, Jonathan; Kujawa, Aaron; Cornelissen, Stefan; Langenhuizen, Patrick; Ben-Hamadou, Achraf; Rekik, Ahmed; Pujades, Sergi; Boyer, Edmond; Bolelli, Federico; Grana, Costantino; Lumetti, Luca; Salehi, Hamidreza; Ma, Jun; Zhang, Yao; Gharleghi, Ramtin; Beier, Susann; Sowmya, Arcot; Garza-Villarreal, Eduardo A.; Balducci, Thania; Angeles-Valdez, Diego; Souza, Roberto; Rittner, Leticia; Frayne, Richard; Ji, Yuanfeng; Ferrari, Vincenzo; Chatterjee, Soumick; Dubost, Florian; Schreiber, Stefanie; Mattern, Hendrik; Speck, Oliver; Haehn, Daniel; John, Christoph; Nürnberger, Andreas; Pedrosa, João; Ferreira, Carlos; Aresta, Guilherme; Cunha, António; Campilho, Aurélio; Suter, Yannick; Garcia, Jose; Lalande, Alain; Vandenbossche, Vicky; Van Oevelen, Aline; Duquesne, Kate; Mekhzoum, Hamza; Vandemeulebroucke, Jef; Audenaert, Emmanuel; Krebs, Claudia; Van Leeuwen, Timo; Vereecke, Evie; Heidemeyer, Hauke; Röhrig, Rainer; Hölzle, Frank; Badeli, Vahid; Krieger, Kathrin; Gunzer, Matthias; Chen, Jianxu; Van Meegdenburg, Timo; Dada, Amin; Balzer, Miriam; Fragemann, Jana; Jonske, Frederic; Rempe, Moritz; Malorodov, Stanislav; Bahnsen, Fin H.; Seibold, Constantin; Jaus, Alexander; Marinov, Zdravko; Jaeger, Paul F.; Stiefelhagen, Rainer; Santos, Ana Sofia; Lindo, Mariana; Ferreira, André; Alves, Victor; Kamp, Michael; Abourayya, Amr; Nensa, Felix; Hörst, Fabian; Brehmer, Alexander; Heine, Lukas; Hanusrichter, Yannik; Weßling, Martin; Dudda, Marcel; Podleska, Lars E.; Fink, Matthias A.; Keyl, Julius; Tserpes, Konstantinos; Kim, Moon-Sung; Elhabian, Shireen; Lamecker, Hans; Zukić, Dženan; Paniagua, Beatriz; Wachinger, Christian; Urschler, Martin; Duong, Luc; Wasserthal, Jakob; Hoyer, Peter F.; Basu, Oliver; Maal, Thomas; Witjes, Max J. H.; Schiele, Gregor; Chang, Ti-Chiun; Ahmadi, Seyed-Ahmad; Luo, Ping; Menze, Bjoern; Reyes, Mauricio; Deserno, Thomas M.; Davatzikos, Christos; Puladi, Behrus; Fua, Pascal; Yuille, Alan L.; Kleesiek, Jens; Egger, Jan
    MedShapeNet : a large-scale dataset of 3D medical shapes for computer vision
    In: Biomedical engineering = Biomedizinische Technik (2024) in press
    Online Full Text: dx.doi.org/ (Open Access)
  • 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
  • Ling, Tianheng; Qian, Chao; Klann, Theodor Mario; Hoever, Julian; Einhaus, Lukas; Schiele, Gregor
    Configurable Multi-Layer Perceptron-Based Soft Sensors on Embedded Field Programmable Gate Arrays : Targeting Diverse Deployment Goals in Fluid Flow Estimation
    In: Sensors Vol. 25 (2024) Nr. 1, 83
    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 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)