Abstract:

The concept of network dynamic topology is proposed, for a variety of pre-integrated presentation of the network to the ceremony; make positive and negative sequence training methods, and gives proof of uniqueness of solution, avoiding each training sample must be randomly generated sequence of problems, the network connection right to randomly generated initialization is no longer needed. Regression analysis of artificial neural networks an effective solution to two stochastic processes on the training result, the adverse effects on the stability and credibility of the application of artificial neural networks provides a theoretical basis and technical support.

Key words: artificial intelligence(AI), artificial neural network(ANN), regression analysis(RA)