مقاله شناسه غیر پارامتری شبکه عصبی تطبیقی با قوانین یادگیری بهنجار

عنوان مقاله فارسی: شناسه غیر پارامتری شبکه عصبی تطبیقی با قوانین یادگیری بهنجار عنوان مقاله لاتین: Adaptive Neural Network Nonparametric Identifier With Normalized Learning Laws نویسندگان: Isaac Chairez تعداد صفحات: 11 سال انتشار: 2017 زبان: لاتین Abstract: This paper addresses the design of a normalized convergent learning law for neural networks (NNs) with continuous dynamics. The NN is used here to obtain a nonparametric model for uncertain systems described by a set of ordinary differential equations. The source of uncertainties is the presence of some external perturbations and poor knowledge of the nonlinear function describing the system dynamics. A new adaptive algorithm based on normalized algorithms was used to adjust