二次型性能指标单神经元PSD控制器及仿真

Research on Design and Simulation of the Single-neuron PSD Quadratic Controller

将二次型性能指标引入单神经元ＰＳＤ控制器中，使其成为具有神经元自适应ＰＳＤ的最优控制器，提出了改进后的新的学习算法，分析了其稳定性和收敛性．仿真结果表明，改进后的控制器在稳定性和快速性方面较原控制器都有很大的改善．

The quadratic index is introduced in order to realize the optimal control of the single-neuron adaptive PSD controller. The new learning algorithm is raised. The stability and the convergence are analyzed. The result of simulation illustrate that the algorithm improves the stability and fastness in this paper.