Regularization and the inflection point method for sensor signal in gas concentration measurement

Płociniczak, Łukasz; Maciejewska, Monika; Szczurek, Andrzej

doi:10.1080/17415977.2016.1172225

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A Model Of Neurons: Toward Spike-based Neuromorphic Approaches1

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2020

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“…Concerning the detection time, it is possible to identify VOCs with a good accuracy using only transient information. Several approaches were considered for arrays of MOS [173,174]. Interestingly, Luo et al [175] proposed a gradient tree-boosting algorithm that only needed the first 6 s of the raw signals to achieve the classification of six gases.…”

Section: A Model Of Neurons: Toward Spike-based Neuromorphic Approachesmentioning

confidence: 99%

Bio-Inspired Strategies for Improving the Selectivity and Sensitivity of Artificial Noses: A Review

Hurot

Scaramozzino

Buhot

et al. 2020

Sensors

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Artificial noses are broad-spectrum multisensors dedicated to the detection of volatile organic compounds (VOCs). Despite great recent progress, they still suffer from a lack of sensitivity and selectivity. We will review, in a systemic way, the biomimetic strategies for improving these performance criteria, including the design of sensing materials, their immobilization on the sensing surface, the sampling of VOCs, the choice of a transduction method, and the data processing. This reflection could help address new applications in domains where high-performance artificial noses are required such as public security and safety, environment, industry, or healthcare.

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Section: A Model Of Neurons: Toward Spike-based Neuromorphic Approachesmentioning

confidence: 99%

Bio-Inspired Strategies for Improving the Selectivity and Sensitivity of Artificial Noses: A Review

Hurot

Scaramozzino

Buhot

et al. 2020

Sensors

View full text Add to dashboard Cite

show abstract

Regularization and the inflection point method for sensor signal in gas concentration measurement

Cited by 1 publication

References 13 publications

Bio-Inspired Strategies for Improving the Selectivity and Sensitivity of Artificial Noses: A Review

Bio-Inspired Strategies for Improving the Selectivity and Sensitivity of Artificial Noses: A Review

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