Publikationen
Hier finden Sie eine Übersicht über die Publikationen des Fachgebiets.
Es wurden 81 Publikationen gefunden
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Prediction of impedance characteristic during electrical stimulation with microelectrode arraysIn: Journal of Neural Engineering , Jg. 22 2025, Nr. 2, 026056DOI (Open Access)
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Conceptional first draft of retinal stimulation encoding in computational environmentIn: 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.) 2025, Doc24artvis45DOI (Open Access)
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How to enable embedded neural signal processing in future retinal implantsIn: 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.) 2025, Doc24artvis46DOI (Open Access)
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Configuration-aware approaches for enhancing energy efficiency in FPGA-based deep learning acceleratorsIn: Journal of Systems Architecture , Jg. 163 2025, 103410DOI (Open Access)
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MedShapeNet : a large-scale dataset of 3D medical shapes for computer visionIn: Biomedical engineering = Biomedizinische Technik , Jg. 70 2025, Nr. 1, S. 71 – 90DOI, Online Volltext (Open Access)
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Configurable Multi-Layer Perceptron-Based Soft Sensors on Embedded Field Programmable Gate Arrays : Targeting Diverse Deployment Goals in Fluid Flow EstimationIn: Sensors , Jg. 25 2025, Nr. 1, 83DOI (Open Access)
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Technical survey of end-to-end signal processing in BCIs using invasive MEAsIn: Journal of Neural Engineering , Jg. 21 2024, Nr. 5, 051003DOI (Open Access)
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Towards Predicting the Perceived Brightness in a Smart Home Through Symbolic RegressionIn: 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
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Towards Auto-Building of Embedded FPGA-based Soft Sensors for Wastewater Flow EstimationIn: 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 – 249DOI, Online Volltext (Open Access)
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On-Device Soft Sensors : Real-Time Fluid Flow Estimation from Level Sensor DataIn: 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
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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 -
Integer-only Quantized Transformers for Embedded FPGA-based Time-series Forecasting in AIoTIn: 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
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Exploring energy efficiency of LSTM accelerators : A parameterized architecture design for embedded FPGAsIn: Journal of Systems Architecture , Jg. 152 2024, 103181DOI (Open Access)
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FlowPrecision : Advancing FPGA-Based Real-Time Fluid Flow Estimation with Linear QuantizationIn: 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 2024DOI, Online Volltext (Open Access)
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Idle is the New Sleep : Configuration-Aware Alternative to Powering Off FPGA-Based DL Accelerators During InactivityIn: 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
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Balancing Error and Latency of Black-Box Models for Audio Effects Using Hardware-Aware Neural Architecture SearchIn: 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
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A Cell-Type Selective Stimulation and Recording System for Retinal Ganglion CellsIn: IEEE Transactions on Biomedical Circuits and Systems (T-BCAS) , Jg. 18 2024, Nr. 3, S. 498 – 510
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Towards the optimal orchestration of service function chains to enable ultra-reliable low latency communication in an NFV-enabled networkDuisburg, Essen 2024DOI, Online Volltext (Open Access)
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Classification of ON- and OFF-Retinal Ganglion Cell Types in Extracelluar RecordingsIn: Proceedings of the Workshop Biosignals / Workshop Biosignals; 28.02- 01.03.2024; Göttingen 2024DOI (Open Access)
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Comparison of AI-enhanced Spike Sorting with Digital Autoencoders and Analog MemristorsIn: Proceedings of Workshop Biosignals / Workshop Biosignals; 28.02- 01.03.2024; Göttingen / Georg-August-Universität Göttingen (Hrsg.) 2024DOI (Open Access)