Development of Web Based Teaching Materials for Generalization Ability Improvement by Noise Injection Learning

为了阐明噪声注入学习方法的机理，我们讨论了神经网络的结构化和学习模拟，以及触摸打字技能的学习。通过噪声注入学习，触摸打字的练习时间增加了129%，触摸打字技能得到了显著提高。此外，我们还开发了基于网络的教学系统和学习管理系统“班级网”。

To elucidate the mechanism of noise injection learning method, we discuss the structurization of the neural network and learning simulations, and touch-typing skill learning. As a result, the practice time of touch-typing has increased 129%, and the touch-typing skill has improved remarkably by using noise injection learning. In addition, we developed web-based education system and learning management system named "Class Web".