Convergence analysis for gradient flows in the training of artificial neural networks with ReLU activation
Arnulf Jentzen, Adrian Riekert
Topics & Concepts
Activation functionGradient descentMathematicsBounded functionAffine transformationArtificial neural networkApplied mathematicsConvergence (economics)Function (biology)TrajectoryMathematical optimizationComputer scienceMathematical analysisArtificial intelligencePure mathematicsPhysicsBiologyEvolutionary biologyEconomicsAstronomyEconomic growthStochastic Gradient Optimization TechniquesModel Reduction and Neural NetworksNeural Networks and Applications