基于Matlab的神经网络仿真试验设计  

Neural Networks Simulation Experiment Design Based on Matlab

作　　者：王艳春[1] 张金政[1] 李绍静[1] 王承明[1] 

机构地区：[1]青岛农业大学理学与信息工程学院,山东青岛266109

出　　处：《安徽农业科学》2012年第29期14620-14621,14624,共3页Journal of Anhui Agricultural Sciences

基　　金：青岛农业大学高层次人才科研项目(630923)

摘　　要：针对人工神经网络本科教学难问题,结合本科教学的宗旨,提出了利用Matlab开发仿真试验的方法。论述了BP神经网络的基本原理,给出了BP网络的仿真试验实例。实践表明,该仿真试验不仅界面友好、效果直观,而且有助于提高学生对神经网络的理解和应用。According to the difficulty of teaching for undergraduate students,and the teaching goal of undergraduates,a design method for simulation experiment with Matlab is presented in this paper.At the same time,the basic principle of BP networks is described,and the example of BP networks simulation experiment is developed.The practice shows that the simulation experiment not only has friendly interface and intuitively effect,but also is helpful for students to improve their abilities of understanding and applying neural networks.

关 键 词：MATLAB 神经网络 仿真试验 

分 类 号：S127[农业科学—农业基础科学] TP183[自动化与计算机技术—控制理论与控制工程]