Es wurden 73 Publikationen gefunden

• 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 Volltext: 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 (Hrsg.) 2024

  Online Volltext: 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 Volltext: 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 Jg. 152 (2024) 103181

  Online Volltext: 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 Volltext: 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, S. 457 - 460

  Online Volltext: 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. (Hrsg.) 2024, S. 529 - 537

  Online Volltext: 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 (Hrsg.) 2024, S. 161 - 176

  Online Volltext: 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 (Hrsg.) 2024, S. 38 - 44

  Online Volltext: 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 (Hrsg.) 2024, S. 248 - 249

  Online Volltext: dx.doi.org/ (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) Jg. 18 (2024) Nr. 3, S. 498 - 510

  Online Volltext: 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, S. 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 Jg. 21 (2024) Nr. 5, 051003

  Online Volltext: 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 (Hrsg.) 2023, S. 594 - 605

  Online Volltext: 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, S. 235 - 236

  Online Volltext: dx.doi.org/
• Burger, Alwyn;

  FPGA-Augmented Intelligent Devices for the Internet of Things

  Duisburg, Essen (2023) xv, 223 Seiten

  Online Volltext: dx.doi.org/ Online Volltext (Open Access)
• Luther, Wolfram; Schiele, Gregor

  Traceable Use of Emerging Technologies in Smart Systems

  In: J.UCS: Journal of Universal Computer Science Jg. 29 (2023) Nr. 11, Special issue: Traceable use of emerging technologies in smart systems, S. 1250 - 1253

  Online Volltext: 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) (Hrsg.) 2023

  Online Volltext: 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 (Hrsg.) 2023, S. 3 - 17

  Online Volltext: dx.doi.org/