深度神经网络是一种非常有效的机器学习方法,然而传统的算法均无法处理动态问题。因此,介绍了一种最近提出的能够动态学习的深度神经网络永续学习机算法。该算法能够实现对新增数据的动态学习,并且算法执行速度较快。通过对文献的分析表明,该算法是一种拥有非常广泛应用价值的深度学习算法。 Deep neural network is a very effective machine learning method, however, the traditional algorithms are unable to deal with dynamic problems. Therefore, a recently introduced deep neural network permanent learning machine algorithm that can dynamically learn is introduced. The algorithm can realize the dynamic learning of the new data, and the algorithm is fast. The analysis of the literature shows that the algorithm is a deep learning algorithm with a very wide range of applications.