基于深度学习思维培养的高等数学课堂教学探索

Exploration on the Classroom Teaching in Calculus Based on Deep Learning Ideas

随着科技的进步,特别是近年来以深度学习为代表的算法研究的飞速发展,微积分在深度学习的算法设计以及理论推导过程中的重要性尤为凸显。本文主要研究深度学习中的高等数学基础,并在此基础上提出如何在教学过程中引入深度学习思想,把一些深度学习的学术前沿问题渗透给学生,提高其数学兴趣,培养科研能力。

With the progress of science and technology,especially the rapid development of the algorithm research on deep learning,the importance of the application of calculus is particularly prominent.This paper mainly studies the basis of calculus in deep learning,and on this basis,how to introduce deep learning ideas into teaching is presented to infiltrate some advanced academic problems into students and then improve their interest in mathematics and cultivate their scientific research ability.