Publikationen

Hier finden Sie eine Übersicht über die Publikationen des Fachgebiets.

Die Inhalte der Filter sind voneinander abhängig – mit Ausnahme des Autorenfilters, dieser enthält immer alle in der Gesamtliste vorhandenen Autorennamen.

Es wurden 88 Publikationen gefunden

  • Ling, Tianheng; Qian, Chao; Schiele, Gregor
    Resource-Aware Mixed-Precision Quantization for Enhancing Deployability of Transformers for Time-Series Forecasting on Embedded FPGAs
    In: Mobile and Ubiquitous Systems: Computing, Networking and Services; Proceedings / 21st EAI International Conference (MobiQuitous 2024); Oslo, Norway; November 12–14, 2024 / Soylu, Ahmet; Liu, Fan; Mitra, Karan; Zhang, Yan; Grønli, Tor-Morten (Hrsg.). Cham: Springer Nature Switzerland, 2026, S. 361 – 381
    DOI
  • Erbslöh, Andreas; Zimmermann, Julius; Ingebrandt, Sven; Mokwa, W.; Seidl, Karsten; van Rienen, Ursula; Schiele, Gregor; Kokozinski, Rainer
    Prediction of impedance characteristic during electrical stimulation with microelectrode arrays
    In: Journal of Neural Engineering, Jg. 22, 2025, Nr. 2, 026056
    DOI (Open Access)
  • 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, Jg. 70, 2025, Nr. 1, S. 71 – 90
    DOI, Online Volltext (Open Access)
  • 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, Jg. 25, 2025, Nr. 1, 83
    DOI (Open Access)
  • Lorenz, Nick Johannes; Heyermann, L.; Löhler, P.; Albert, A.; Erbslöh, Andreas; Seidl, Karsten
    Conceptional first draft of retinal stimulation encoding in computational environment
    In: Artificial Vision 2024: The International Symposium on Visual Prosthetics; Proceedings / Artificial Vision 2024: The International Symposium on Visual Prosthetics; 05. - 06.12.2024; Aachen, Germany / German Medical Science (GMS) (Hrsg.). Düsseldorf: German Medical Science GMS Publishing House, 2025, Doc24artvis45
    DOI (Open Access)
  • Buron, Leo; Kaiser, Leoni; Dicke, J.; Lorenz, Nick Johannes; Zimmermann, J.; Seidl, Karsten; Schiele, Gregor; Erbslöh, Andreas
    How to enable embedded neural signal processing in future retinal implants
    In: Artificial Vision 2024: The International Symposium on Visual Prosthetics; Proceedings / Artificial Vision 2024: The International Symposium on Visual Prosthetics; 05. - 06.12.2024; Aachen, Germany / German Medical Science (GMS) (Hrsg.). Düsseldorf: German Medical Science GMS Publishing House, 2025, Doc24artvis46
    DOI (Open Access)
  • Qian, Chao; Ling, Tianheng; Cichiwskyj, Christopher; Schiele, Gregor
    Configuration-aware approaches for enhancing energy efficiency in FPGA-based deep learning accelerators
    In: Journal of Systems Architecture, Jg. 163, 2025, 103410
    DOI (Open Access)
  • Maman, Natalie; Schiele, Gregor
    Hardware-Aware Neural Architecture Search with Mixed-Precision Quantization
    In: 2025 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), 17-21 March 2025, Washington DC, USA / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.). Piscataway: Institute of Electrical and Electronics Engineers Inc., 2025, S. 626 – 627
    DOI
  • Ling, Tianheng; Qian, Chao; Hasler, Lukas Johannes; Schiele, Gregor
    Automating Versatile Time-Series Analysis with Tiny Transformers on Embedded FPGAs
    In: IEEE Computer Society Annual Symposium on VLSI: ISVLSI 2025 / ISVLSI 2025: 28th IEEE Computer Society Annual Symposium on VLSI, 6-9 July 2025, Greece / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.). Piscataway: Institute of Electrical and Electronics Engineers (IEEE), 2025
    DOI, Online Volltext
  • Singh, Vipin; Ling, Tianheng; Chiaburu, Teodor; Biessmann, Felix
    Evaluating Time Series Models for Urban Wastewater Management : Predictive Performance, Model Complexity and Resilience
    In: 10th International Conference on Smart and Sustainable Technologies, SpliTech 2025 / 10th International Conference on Smart and Sustainable Technologies, SpliTech 2025, 16-20 June 2025,Bol and Split, Croatia. Piscataway: Institute of Electrical and Electronics Engineers Inc., 2025
    DOI, Online Volltext (Open Access)
  • Ling, Tianheng; Singh, Vipin; Qian, Chao; Biessmann, Felix; Schiele, Gregor
    Automated Energy-Aware Time-Series Model Deployment on Embedded FPGAs for Resilient Combined Sewer Overflow Management
    In: Proceedings of the IEEE International Smart Cities Conference (ISC2 2025) / International Smart Cities Conference (ISC2 2025); 06-09 October 2025; Patras, Greece. Piscataway: Institute of Electrical and Electronics Engineers (IEEE), 2025
    DOI, Online Volltext
  • Buron, Leo; Erbslöh, Andreas; Schiele, Gregor
    Reducing Memory and Computational Cost for Deep Neural Network Training with Quantized Parameter Updates
    In: J.UCS: Journal of Universal Computer Science, Jg. 31, 2025, Nr. 9, S. 963 – 979
    DOI, Online Volltext (Open Access)
  • Özgan, Fatih; Seyhan, Mervenur; Jung, Peter
    A Deeper Look at Divergent Counterexamples to Temporal-Difference Learning
    In: Proceedings of the Sixteenth International Conference on Ubiquitous and Future Networks (ICUFN 2025) / Sixteenth International Conference on Ubiquitous and Future Networks (ICUFN 2025); 08-11 July 2025; Lisbon, Portugal. Piscataway: IEEE Computer Society, 2025, S. 306 – 310
    DOI, Online Volltext
  • Qian, Chao
    Leveraging Application-Specific Knowledge for Energy-Efficient Deep Learning Accelerators on Resource-Constrained FPGAs
    In: Architecture of Computing Systems: Proceedings / 38th International Conference (ARCS 2025); April 22–24, 2025; Kiel, Germany / Tomforde, Sven; Krupitzer, Christian; Vialle, Stéphane; Suarez, Estela; Pionteck, Thilo (Hrsg.). Cham: Springer, 2025, S. 459 – 468
    DOI
  • Qian, Chao; Ling, Tianheng; Schiele, Gregor
    Exploring energy efficiency of LSTM accelerators : A parameterized architecture design for embedded FPGAs
    In: Journal of Systems Architecture, Jg. 152, 2024, 103181
    DOI (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. Piscataway: IEEE, 2024
    DOI, Online Volltext (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, Jg. 21, 2024, Nr. 5, 051003
    DOI (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. Piscataway: Institute of Electrical and Electronics Engineers Inc., 2024, S. 457 – 460
    DOI
  • 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 (Hrsg.). New York: IEEE, 2024, S. 38 – 44
    DOI, Online Volltext (Open Access)