Search Results - "Lüdecke, André"
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Design of Hardware Accelerators for Optimized and Quantized Neural Networks to Detect Atrial Fibrillation in Patch ECG Device with RISC-V
Published in Sensors (Basel, Switzerland) (01-03-2023)“…Atrial Fibrillation (AF) is one of the most common heart arrhythmias. It is known to cause up to 15% of all strokes. In current times, modern detection systems…”
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Journal Article -
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The ARTEMIS project: Mixed-Signal IC for Edge-AI-based Classification of ECG Signals
Published in Current directions in biomedical engineering (01-09-2023)“…Atrial fibrillation (AF) is a common heart arrhythmia and is closely associated with causing strokes. Diagnosis is usually performed with Holter monitors over…”
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Journal Article -
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A New Configurable Wireless Sensor System for Biomedical Applications with ISO 18000-3 Interface in 0.35 µm CMOS
Published in Sensors (Basel, Switzerland) (23-09-2019)“…This article presents a new configurable wireless sensor system. The system is used to perform amperometric measurements and send the measurement data to a…”
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Journal Article -
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Inference runtime of a neural network to detect atrial fibrillation on customized RISC-V-based hardware
Published in Current directions in biomedical engineering (02-09-2022)Get full text
Journal Article -
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Design of an Artificial Neural Network Circuit for detecting Atrial Fibrillation in ECG Signals
Published in 2021 IEEE Sensors (31-10-2021)“…In this paper we present the design of a low-power on-chip sensor signal processing system which analyzes electrocardiogram (ECG) data for signs of atrial…”
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Conference Proceeding -
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Detection of atrial fibrillation with an optimized neural network on a RISC-V-based microcontroller for efficient integration into ECG patches
Published in 2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA) (22-06-2022)“…Atrial Fibrillation (AF) is one of the most common heart arrhythmias. It is known to cause up to 15 % of all strokes. In current times, modern detection…”
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Conference Proceeding -
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A low-power wireless nano-potentiostat for biomedical applications with ISO 18000-3 interface in 0.35 μm CMOS
Published in 2018 12th International Conference on Sensing Technology (ICST) (01-12-2018)“…This article presents a new configurable wireless sensor system that can be used for biochemical and biomedical measurements, e.g. for monitoring the glucose…”
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Conference Proceeding