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Comparative study of neural network architectures for modelling nonlinear optical pulse propagation

Naveenta Gautam, Amol Choudhary, Brejesh Lall

2021Optical Fiber Technology26 citationsDOI

Topics & Concepts

Nonlinear systemComputer scienceUltrashort pulseArtificial neural networkBottleneckConvolutional neural networkDispersion (optics)Pulse (music)Deep learningArtificial intelligenceAlgorithmElectronic engineeringOpticsPhysicsTelecommunicationsEngineeringLaserEmbedded systemQuantum mechanicsDetectorAdvanced Fiber Laser TechnologiesPhotonic and Optical DevicesAdvanced Fiber Optic Sensors
Comparative study of neural network architectures for modelling nonlinear optical pulse propagation | Litcius