Design of Hardware Accelerators for Optimized and Quantized Neural Networks to Detect Atrial Fibrillation in Patch ECG Device with RISC-V

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 for arrhythmias, such as single-use patch electrocardiogram (ECG) devices, have to be energy efficient, small, and affordable. In this work,...

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Detalles Bibliográficos
Autores principales: Hoyer, Ingo, Utz, Alexander, Lüdecke, André, Kappert, Holger, Rohr, Maurice, Antink, Christoph Hoog, Seidl, Karsten
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10007562/
https://www.ncbi.nlm.nih.gov/pubmed/36904905
http://dx.doi.org/10.3390/s23052703

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10007562/
https://www.ncbi.nlm.nih.gov/pubmed/36904905
http://dx.doi.org/10.3390/s23052703

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