IEEE

Second-order Volterra Adaptive Filtering Based on Natural Gradient Descent

Abstract: In this paper, a second-order Volterra adaptive filtering algorithm based on natural gradient descent (SOVNGD) is proposed. Compared to the conventional second-order Volterra (SOV) algorithm ...
IEEE

Improving the Accuracy of Neural Network Pattern Recognition by Fractional Gradient Descent

Abstract: In this paper we propose the fractional gradient descent for increasing the training and work of modern neural networks. This optimizer searches the global minimum of the loss function ...