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The limit of detection (LOD) is the smallest amount of analyte that can be distinguished from the background noise. The LOD value corresponds to the concentration at which the analyte signal is three times larger than the standard deviation of the blank signal. Below this value, the analyte signal cannot be differentiated from the background noise. It is calculated by dividing the calibration slope by 3 times the standard deviation of the blank signals.
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Polymers are classified as linear or branched on the basis of their chain architecture. The polymer chains in linear polymers have a long chain-like structure with minimal to no branching at all. Even if a polymer features large substituent groups on the monomer, which appear as branches to the skeleton, it is not considered a branched polymer. A branched polymer contains secondary polymer chains that arise from the main polymer chain. The branching occurs when the polymer growth shifts from...
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Continuous-time systems have continuous input and output signals, with time measured continuously. These systems are generally defined by differential or algebraic equations. For instance, in an RC circuit, the relationship between input and output voltage is expressed through a differential equation derived from Ohm's law and the capacitor relation,
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Creating Objects and Object Categories for Studying Perception and Perceptual Learning
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Pattern recognition with "materials that compute".

Yan Fang1, Victor V Yashin2, Steven P Levitan1

  • 1Department of Electrical and Computer Engineering, University of Pittsburgh, Pittsburgh, PA 15261, USA.

Science Advances
|September 13, 2016
PubMed
Summary
This summary is machine-generated.

Researchers developed a novel hybrid material system that integrates self-oscillating gels with piezoelectric cantilevers. This "material that computes" can perform pattern recognition using synchronized chemical and electrical oscillations without external power.

Failed At:

2026-06-19T13:37:34.012675+00:00

Keywords:
Belousov-Zhabotinsky reactionMaterials that computechemo-mechanical oscillationshybrid materialpattern recognitionpiezoelectric sensor and actuatorpolymer gel

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