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Demonstration of a fast-training feed-forward machine learning algorithm for studying key optical properties of FBG and predicting precisely the output spectrum

Koustav Dey, Nikhil Vangety, Partha Roy Chaudhuri, Sourabh Roy

2022Optical and Quantum Electronics23 citationsDOI

Topics & Concepts

Computer scienceArtificial neural networkFiber Bragg gratingKey (lock)Bandwidth (computing)WavelengthSpectrum (functional analysis)Optical fiberAlgorithmOpticsArtificial intelligencePhysicsTelecommunicationsComputer securityQuantum mechanicsAdvanced Fiber Optic SensorsAdvanced Fiber Laser TechnologiesPhotonic Crystal and Fiber Optics
Demonstration of a fast-training feed-forward machine learning algorithm for studying key optical properties of FBG and predicting precisely the output spectrum | Litcius