Litcius/Paper detail

Learning dynamics of gradient descent optimization in deep neural networks

Wei Wu, Xiao‐Yuan Jing, Wencai Du, Guoliang Chen

2021Science China Information Sciences27 citationsDOI

Topics & Concepts

Computer scienceStability (learning theory)Stochastic gradient descentConvergence (economics)Gradient descentArtificial intelligenceArtificial neural networkMomentum (technical analysis)Dynamics (music)Perspective (graphical)Deep learningFunction (biology)Machine learningPhysicsEconomicsBiologyEconomic growthEvolutionary biologyFinanceAcousticsStochastic Gradient Optimization TechniquesMachine Learning and ELMModel Reduction and Neural Networks
Learning dynamics of gradient descent optimization in deep neural networks | Litcius