Deterministic convergence analysis via smoothing group Lasso regularization and adaptive momentum for Sigma-Pi-Sigma neural network
Qian Kang, Qinwei Fan, Jacek M. Żurada
Topics & Concepts
SmoothingRegularization (linguistics)SigmaArtificial neural networkMonotonic functionConvergence (economics)Differentiable functionApplied mathematicsMathematicsMomentum (technical analysis)AlgorithmComputer scienceMathematical optimizationArtificial intelligencePhysicsPure mathematicsMathematical analysisStatisticsFinanceEconomicsQuantum mechanicsEconomic growthSparse and Compressive Sensing TechniquesMachine Learning and ELMPhotoacoustic and Ultrasonic Imaging