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Descripción
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| Nowadays, the growth of Industry 4.0 and Internet of Things (IoT) demands new solutions for designing low-power low-cost advanced computational algorithms. This work develops the sensor signal processing layer of a chemical biosensing IoT edge device using NanoPillar transducers. We propose to move from smart sensors to expert sensors, applying Principal Component Analysis (PCA) for dimensionality reduction in FPGAs. As a result, this paper provides a design space exploration of PCA implementation over FPGAs, studying parameters as throughput and resource usage. | |
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Internacional
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Si |
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JCR del ISI
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Si |
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Título de la revista
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Proceeding Paper IEEE, (2018) |
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ISSN
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2379-447X |
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Factor de impacto JCR
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Información de impacto
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Volumen
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10488 |
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DOI
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10.1109/ISCAS.2018.8351540 |
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Número de revista
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1 |
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6 |
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Ranking
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