Dynamic optimization structure design for neural networks: review and perspective
神经网络结构动态优化设计的分析与展望

The influence of the structure design to the capabilities of neural networks is discussed in this paper. The development history of the dynamic structure neural networks, especially the growing and the pruning neural networks are introduced. The substantial results on the computing capabilities, learning theories, stability of neural networks are then analyzed. Finally, the research on the dynamic optimization structure design is summarized and several views are put forward.