人工神经网络的容量、学习与计算复杂性

Capacity,Learning and Computational Complexity of Artificial Neural Networks

本文讨论了人工神经网络（ＡＮＮ）解决问题的能力，从广泛的角度讨论了容量问题，推广与学习问题，深入研究了ＡＮＮ通过学习解决问题的计算复杂性，以及解决实际问题时困难所在。

The problem solving ability of ANN is discussed in this paper, problem of capacity,generalization and learning is studied from wide view of point. the computational complexity of ANN learning is discussed in deep. Difficulties in solving practical problems by ANN is also pointed out.